MIFT Study 2 Analyses

About the study

From preregistration:

Hypothesis: Participants who believe that multiracial identity is MORE FLUID will be more likely to show LOWER TRUST for multiracial people, more NEGATIVE ATTITUDES toward multiracial people, and will perceive multiracial people as LESS AUTHENTIC.*

Dependent Variables: 1) Perceptions of Multiracial Identity Fluidity a) Perceptions of Multiracial Identity Fluidity Scale

Trust

Speeded Trust Task
Trust Thermometers
Trust Survey

Explicit Attitudes

Feeling Thermometers
Attitudes Toward Multiracial Adults Scale

Authenticity

Authenticity Scale

Conditions: As this is a correlational study, participants will not be assigned to conditions. All participants will receive the same measures.

Findings: - fluidity – mean is not particularly low or high (no floor vs ceiling effect)

Descriptive Statistics

Descriptive stats for main dependent variables (continued below)
	vars	n	mean	sd	median	trimmed
whitemulti_trust_dif	1	297	0.02683	0.3997	0.025	0.03621
White	2	297	2.887	0.5357	2.9	2.873
Multiracial	3	297	2.86	0.4899	2.85	2.846
Black	4	297	3.089	0.5556	3.1	3.094
trust_survey	5	296	4.838	0.8399	4.8	4.776
fluidity	6	296	4.45	0.8086	4.571	4.475
fluidity_should	7	296	4.439	1.129	4.429	4.456
biracial_pref	8	297	3.82	1.032	4	3.872
biracial_loyalty	9	297	3.233	0.9798	3.25	3.272
biracial_cat	10	297	3.632	0.7259	4	3.755
trust_therm_multiracial	11	296	67.69	18.56	69.5	67
trust_therm_black	12	296	65.74	20.28	65	65.53
trust_therm_white	13	296	62.95	20.93	60	63.14
atma	14	296	3.421	0.353	3.391	3.412
feel_therm_multiracial	15	296	69.65	18.26	70	69.11
feel_therm_black	16	296	67.83	20.87	70	68.16
feel_therm_white	17	295	62.58	20.58	61	62.69
authen	18	296	5.079	0.9453	5	5.067
race_ess	19	296	4.252	0.9195	4.25	4.273
pol_or	20	297	2.97	1.266	3	2.933

Table continues below
	mad	min	max	range	skew
whitemulti_trust_dif	0.3706	-1.95	1.025	2.975	-0.4947
White	0.4448	1.35	5	3.65	0.3768
Multiracial	0.4077	1.625	4.85	3.225	0.5418
Black	0.4818	1.525	4.95	3.425	0.007934
trust_survey	1.186	3.2	6.8	3.6	0.4152
fluidity	0.8472	2	6.286	4.286	-0.3154
fluidity_should	1.059	1	7	6	-0.1442
biracial_pref	0.7413	1	7	6	-0.4586
biracial_loyalty	1.112	1	6.75	5.75	-0.2612
biracial_cat	0	1	5.333	4.333	-1.439
trust_therm_multiracial	25.2	17	100	83	0.1298
trust_therm_black	22.24	4	100	96	0.03856
trust_therm_white	19.27	1	100	99	-0.1126
atma	0.3868	2.435	4.435	2	0.1954
feel_therm_multiracial	25.2	22	100	78	0.09672
feel_therm_black	29.65	8	100	92	-0.1018
feel_therm_white	19.27	1	100	99	-0.06849
authen	1.112	3	7	4	0.03273
race_ess	0.9266	1.5	6.625	5.125	-0.2121
pol_or	1.483	1	7	6	0.2456

	kurtosis	se
whitemulti_trust_dif	1.799	0.02319
White	0.9204	0.03108
Multiracial	1.539	0.02842
Black	0.5024	0.03224
trust_survey	-0.8702	0.04882
fluidity	-0.1375	0.047
fluidity_should	-0.06536	0.06562
biracial_pref	0.675	0.05987
biracial_loyalty	0.2085	0.05685
biracial_cat	2.583	0.04212
trust_therm_multiracial	-0.7929	1.079
trust_therm_black	-0.6744	1.179
trust_therm_white	-0.3048	1.217
atma	-0.07175	0.02052
feel_therm_multiracial	-0.9452	1.062
feel_therm_black	-0.7131	1.213
feel_therm_white	-0.3484	1.198
authen	-0.6494	0.05495
race_ess	0.06929	0.05344
pol_or	-0.6774	0.07348

GEE Model for Speeded Trust Task

From preregistration:

For the speeded trust task, we will fit a GEE regression model with trustworthiness ratings for each target face as the outcome and target race (within subjects—will be dummy coded with White as the comparison group), perceptions of multiracial identity fluidity, and their interactions as predictors.

Findings:
xxx

##         (Intercept)            fluidity          race_multi          race_black 
##           2.9767634          -0.0217154          -0.1126866          -0.0782192 
## fluidity:race_multi fluidity:race_black 
##           0.0183493           0.0621544

Estimates for the speeded trust model
term	estimate	std.error	statistic	p.value	NA
(Intercept)	2.9768	0.0552	53.9628	0.1796	16.5766
fluidity	-0.0217	0.0122	-1.7755	0.0398	-0.5461
race_multi	-0.1127	0.0781	-1.4428	0.1364	-0.8260
race_black	-0.0782	0.0781	-1.0011	0.2036	-0.3841
fluidity:race_multi	0.0183	0.0173	1.0597	0.0311	0.5897
fluidity:race_black	0.0622	0.0173	3.5882	0.0458	1.3567

##                       Estimate Naive S.E.  Naive z Robust S.E.  Robust z
## (Intercept)          2.9767634  0.0551632 53.96281   0.1795766 16.576571
## fluidity            -0.0217154  0.0122307 -1.77548   0.0397636 -0.546113
## race_multi          -0.1126866  0.0781006 -1.44284   0.1364256 -0.825993
## race_black          -0.0782192  0.0781350 -1.00108   0.2036202 -0.384142
## fluidity:race_multi  0.0183493  0.0173150  1.05974   0.0311137  0.589749
## fluidity:race_black  0.0621544  0.0173220  3.58818   0.0458117  1.356736

##                                                          (Intercept) 
## 0.000000000000000000000000000000000000000000000000000000000000102937 
##                                                             fluidity 
## 0.584988465714838312692336330655962228775024414062500000000000000000 
##                                                           race_multi 
## 0.408807883679895900375100836754427291452884674072265625000000000000 
##                                                           race_black 
## 0.700872839963326943468757690425263717770576477050781250000000000000 
##                                                  fluidity:race_multi 
## 0.555358802672816009859957375738304108381271362304687500000000000000 
##                                                  fluidity:race_black 
## 0.174865195836332004697410980043059680610895156860351562500000000000

Pearson correlation for trust, feeling therm, atma, and authenticty

From preregistration:

For each of the five other main variables of interest (listed below), we will run Pearson correlations to determine if there is any relation between participants perception of multiracial identity fluidity and each of the variables. Due to the large number of analyses, we will use a Bonferroni correction to correct for multiple comparisons, using an alpha level of .01 (.05 / 5 = .01) for each correlation.

##  [1] "race_ess"                "fluidity"               
##  [3] "trust_therm_multiracial" "trust_therm_black"      
##  [5] "trust_therm_white"       "trust_survey"           
##  [7] "feel_therm_multiracial"  "feel_therm_black"       
##  [9] "feel_therm_white"        "atma"                   
## [11] "authen"                  "whitemulti_trust_dif"   
## [13] "White"                   "Multiracial"            
## [15] "Black"

## 
##  CORRELATION MATRIX
## 
##  Correlation Matrix                                                                                                                                                                                                                                                                                                    
##  ───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────── 
##                                              race_ess     fluidity     trust_therm_multiracial    trust_therm_black    trust_therm_white    trust_survey    feel_therm_multiracial    feel_therm_black    feel_therm_white    atma         authen       whitemulti_trust_dif    White        Multiracial    Black      
##  ───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────── 
##    race_ess                   Pearson's r            —                                                                                                                                                                                                                                                                 
##                               df                     —                                                                                                                                                                                                                                                                 
##                               p-value                —                                                                                                                                                                                                                                                                 
##                                                                                                                                                                                                                                                                                                                        
##    fluidity                   Pearson's r    -0.141549            —                                                                                                                                                                                                                                                    
##                               df                   294            —                                                                                                                                                                                                                                                    
##                               p-value         0.014798            —                                                                                                                                                                                                                                                    
##                                                                                                                                                                                                                                                                                                                        
##    trust_therm_multiracial    Pearson's r    -0.064788     0.042833                          —                                                                                                                                                                                                                         
##                               df                   294          294                          —                                                                                                                                                                                                                         
##                               p-value         0.266521     0.462857                          —                                                                                                                                                                                                                         
##                                                                                                                                                                                                                                                                                                                        
##    trust_therm_black          Pearson's r    -0.104555     0.075492                   0.878947                    —                                                                                                                                                                                                    
##                               df                   294          294                        294                    —                                                                                                                                                                                                    
##                               p-value         0.072472     0.195265                  < .000001                    —                                                                                                                                                                                                    
##                                                                                                                                                                                                                                                                                                                        
##    trust_therm_white          Pearson's r     0.016738    -0.042598                   0.657025             0.505089                    —                                                                                                                                                                               
##                               df                   294          294                        294                  294                    —                                                                                                                                                                               
##                               p-value         0.774289     0.465320                  < .000001            < .000001                    —                                                                                                                                                                               
##                                                                                                                                                                                                                                                                                                                        
##    trust_survey               Pearson's r    -0.055668     0.070039                   0.445001             0.438507             0.233582               —                                                                                                                                                               
##                               df                   294          294                        294                  294                  294               —                                                                                                                                                               
##                               p-value         0.339861     0.229608                  < .000001            < .000001             0.000050               —                                                                                                                                                               
##                                                                                                                                                                                                                                                                                                                        
##    feel_therm_multiracial     Pearson's r    -0.053409     0.111470                   0.630687             0.613993             0.343857        0.405752                         —                                                                                                                                     
##                               df                   294          294                        294                  294                  294             294                         —                                                                                                                                     
##                               p-value         0.359850     0.055408                  < .000001            < .000001            < .000001       < .000001                         —                                                                                                                                     
##                                                                                                                                                                                                                                                                                                                        
##    feel_therm_black           Pearson's r    -0.072851     0.089622                   0.618631             0.710976             0.286200        0.376972                  0.847407                   —                                                                                                                 
##                               df                   294          294                        294                  294                  294             294                       294                   —                                                                                                                 
##                               p-value         0.211398     0.123931                  < .000001            < .000001            < .000001       < .000001                 < .000001                   —                                                                                                                 
##                                                                                                                                                                                                                                                                                                                        
##    feel_therm_white           Pearson's r     0.059384     0.033733                   0.452510             0.339852             0.639132        0.251609                  0.560170            0.441987                   —                                                                                             
##                               df                   293          293                        293                  293                  293             293                       293                 293                   —                                                                                             
##                               p-value         0.309382     0.563883                  < .000001            < .000001            < .000001        0.000012                 < .000001           < .000001                   —                                                                                             
##                                                                                                                                                                                                                                                                                                                        
##    atma                       Pearson's r    -0.040402    -0.227287                   0.122677             0.135770             0.124292        0.273195                  0.168283            0.185392            0.187265            —                                                                                
##                               df                   294          294                        294                  294                  294             294                       294                 294                 293            —                                                                                
##                               p-value         0.488661     0.000080                   0.034887             0.019448             0.032545        0.000002                  0.003687            0.001356            0.001232            —                                                                                
##                                                                                                                                                                                                                                                                                                                        
##    authen                     Pearson's r    -0.090582     0.017267                   0.355394             0.326596             0.273675        0.417898                  0.273836            0.240773            0.292888     0.387133            —                                                                   
##                               df                   294          294                        294                  294                  294             294                       294                 294                 293          294            —                                                                   
##                               p-value         0.119937     0.767350                  < .000001            < .000001             0.000002       < .000001                  0.000002            0.000028           < .000001    < .000001            —                                                                   
##                                                                                                                                                                                                                                                                                                                        
##    whitemulti_trust_dif       Pearson's r     0.010527    -0.028164                  -0.142378            -0.230193             0.191497       -0.187208                 -0.214286           -0.253019            0.114861     0.039684    -0.057161                       —                                           
##                               df                   294          294                        294                  294                  294             294                       294                 294                 293          294          294                       —                                           
##                               p-value         0.856877     0.629381                   0.014218             0.000064             0.000928        0.001213                  0.000204            0.000011            0.048729     0.496421     0.327046                       —                                           
##                                                                                                                                                                                                                                                                                                                        
##    White                      Pearson's r    -0.072493    -0.039209                   0.158602             0.068181             0.353758        0.010237                 -0.044260           -0.082720            0.227702     0.100937     0.171766                0.482815            —                              
##                               df                   294          294                        294                  294                  294             294                       294                 294                 293          294          294                     295            —                              
##                               p-value         0.213653     0.501592                   0.006248             0.242231            < .000001        0.860780                  0.448077            0.155727            0.000079     0.082977     0.003029               < .000001            —                              
##                                                                                                                                                                                                                                                                                                                        
##    Multiracial                Pearson's r    -0.088332    -0.019612                   0.292529             0.266323             0.229023        0.166962                  0.129666            0.119668            0.154471     0.077786     0.236094               -0.287890     0.699650              —               
##                               df                   294          294                        294                  294                  294             294                       294                 294                 293          294          294                     295          295              —               
##                               p-value         0.129457     0.736857                  < .000001             0.000003             0.000070        0.003969                  0.025691            0.039635            0.007865     0.181991     0.000041               < .000001    < .000001              —               
##                                                                                                                                                                                                                                                                                                                        
##    Black                      Pearson's r    -0.143572     0.045859                   0.325780             0.383333             0.061726        0.253491                  0.225099            0.287060            0.037957     0.169317     0.304808               -0.324099     0.387644       0.688342           —   
##                               df                   294          294                        294                  294                  294             294                       294                 294                 293          294          294                     295          295            295           —   
##                               p-value         0.013418     0.431834                  < .000001            < .000001             0.289829        0.000010                  0.000094           < .000001            0.516077     0.003480    < .000001               < .000001    < .000001      < .000001           —   
##  ─────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────

## 
##  CORRELATION MATRIX
## 
##  Correlation Matrix                                                                                                                                                                                        
##  ───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────── 
##                                           fluidity     fluidity_should    whitemulti_trust_dif    White        Multiracial    Black        biracial_pref    biracial_cat    biracial_loyalty    race_ess   
##  ───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────── 
##    fluidity                Pearson's r            —                                                                                                                                                        
##                            df                     —                                                                                                                                                        
##                            p-value                —                                                                                                                                                        
##                                                                                                                                                                                                            
##    fluidity_should         Pearson's r     0.511646                  —                                                                                                                                     
##                            df                   294                  —                                                                                                                                     
##                            p-value        < .000001                  —                                                                                                                                     
##                                                                                                                                                                                                            
##    whitemulti_trust_dif    Pearson's r    -0.028164          -0.078632                       —                                                                                                             
##                            df                   294                294                       —                                                                                                             
##                            p-value         0.629381           0.177274                       —                                                                                                             
##                                                                                                                                                                                                            
##    White                   Pearson's r    -0.039209           0.032253                0.482815            —                                                                                                
##                            df                   294                294                     295            —                                                                                                
##                            p-value         0.501592           0.580470               < .000001            —                                                                                                
##                                                                                                                                                                                                            
##    Multiracial             Pearson's r    -0.019612           0.100812               -0.287890     0.699650              —                                                                                 
##                            df                   294                294                     295          295              —                                                                                 
##                            p-value         0.736857           0.083361               < .000001    < .000001              —                                                                                 
##                                                                                                                                                                                                            
##    Black                   Pearson's r     0.045859           0.164168               -0.324099     0.387644       0.688342            —                                                                    
##                            df                   294                294                     295          295            295            —                                                                    
##                            p-value         0.431834           0.004629               < .000001    < .000001      < .000001            —                                                                    
##                                                                                                                                                                                                            
##    biracial_pref           Pearson's r    -0.043199          -0.066002                0.103974     0.081173       0.003938    -0.084407                —                                                   
##                            df                   294                294                     295          295            295          295                —                                                   
##                            p-value         0.459044           0.257649                0.073591     0.162920       0.946116     0.146750                —                                                   
##                                                                                                                                                                                                            
##    biracial_cat            Pearson's r    -0.015173           0.037451                0.049927     0.087305       0.054739    -0.019915         0.352458               —                                   
##                            df                   294                294                     295          295            295          295              295               —                                   
##                            p-value         0.794897           0.520983                0.391257     0.133327       0.347173     0.732499        < .000001               —                                   
##                                                                                                                                                                                                            
##    biracial_loyalty        Pearson's r    -0.087895          -0.105795                0.057561     0.122138       0.086603    -0.046751         0.470273        0.349482                   —               
##                            df                   294                294                     295          295            295          295              295             295                   —               
##                            p-value         0.131370           0.069129                0.322843     0.035388       0.136491     0.422128        < .000001       < .000001                   —               
##                                                                                                                                                                                                            
##    race_ess                Pearson's r    -0.141549          -0.247437                0.010527    -0.072493      -0.088332    -0.143572         0.128521        0.028623            0.008379           —   
##                            df                   294                294                     294          294            294          294              294             294                 294           —   
##                            p-value         0.014798           0.000017                0.856877     0.213653       0.129457     0.013418         0.027037        0.623799            0.885849           —   
##  ─────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────

Exploratory Analyses.

Fluidity and essentialism

From preregistration: ” We will run exploratory analyses to examine whether race essentialism moderates the relationship between perceptions of multiracial identity fluidity and each of the six main variables of interest.”

Speeded trust task with White/Multiracial trust diff score as outcome + fluidity, race essentialism, and interaction as predictors

From preregistration:

“For the speeded trust task, we will first calculate a White/Multiracial trust difference score by subtracting participant’s average trust ratings for all multiracial targets from participant’s average trust ratings for all White targets, with a higher number indicating greater trust towards White targets relative to multiracial targets.

We then will fit a linear regression model with the White/Multiracial trust difference score as the outcome and perceptions of multiracial identity fluidity, race essentialism, and the interaction term between the two as predictors. If we find that the interaction is significant, we will conduct simple slopes analysis to probe the interaction.

Estimates for the speeded trust model
term	estimate	std.error	statistic	p.value
(Intercept)	-0.4065	0.6389	-0.6362	0.5251
race_ess	0.1107	0.1396	0.7932	0.4283
fluidity	0.0917	0.1370	0.6694	0.5038
race_ess:fluidity	-0.0237	0.0301	-0.7858	0.4326

Summary for the speeded trust model
r.squared	adj.r.squared	sigma	statistic	p.value	df	logLik	AIC	BIC	deviance	df.residual	nobs
0.0029	-0.0073	0.4018	0.2875	0.8344	3	-148.1	306.199	324.651	47.1416	292	296

Other main DVs as outcomes with fluidity, race essentialism, and interaction as predictors

From preregistration:

For each of the five other dependent variables, we will fit an individual linear regression model including perceptions of multiracial identity fluidity, race essentialism, and the interaction term between the two as predictors. If we find a significant interaction between perceptions of multiracial identity fluidity and race essentialism for any of the models, we will conduct simple slopes analysis for that model to probe the interaction.”

Trust survey

Findings:

Main Effects
Interaction

Estimates for the trust survey model
term	estimate	std.error	statistic	p.value
(Intercept)	5.0333	1.3373	3.7636	0.0002
race_ess	-0.1114	0.2922	-0.3814	0.7032
fluidity	-0.0012	0.2869	-0.0044	0.9965
race_ess:fluidity	0.0151	0.0631	0.2395	0.8109

Summary for the trust survey model
r.squared	adj.r.squared	sigma	statistic	p.value	df	logLik	AIC	BIC	deviance	df.residual	nobs
0.0072	-0.003	0.8411	0.7095	0.547	3	-366.769	743.538	761.99	206.573	292	296

Trust Thermometer

Findings:

Main Effects
Interaction

Estimates for the multiracial trust thermometer model
term	estimate	std.error	statistic	p.value
(Intercept)	73.6595	29.5859	2.4897	0.0133
race_ess	-2.1815	6.4639	-0.3375	0.7360
fluidity	-0.1596	6.3460	-0.0252	0.9799
race_ess:fluidity	0.2134	1.3954	0.1529	0.8786

Summary for the multiracial trust thermometer model
r.squared	adj.r.squared	sigma	statistic	p.value	df	logLik	AIC	BIC	deviance	df.residual	nobs
0.0054	-0.0048	18.6074	0.5318	0.6608	3	-1283.37	2576.73	2595.18	101101	292	296

Estimates for the trust black thermometer model
term	estimate	std.error	statistic	p.value
(Intercept)	65.0107	32.1699	2.0209	0.0442
race_ess	-1.4844	7.0284	-0.2112	0.8329
fluidity	2.1663	6.9003	0.3139	0.7538
race_ess:fluidity	-0.1380	1.5172	-0.0909	0.9276

Summary for the trust black thermometer model
r.squared	adj.r.squared	sigma	statistic	p.value	df	logLik	AIC	BIC	deviance	df.residual	nobs
0.0147	0.0046	20.2326	1.454	0.2273	3	-1308.15	2626.3	2644.76	119533	292	296

Estimates for the trust white thermometer model
term	estimate	std.error	statistic	p.value
(Intercept)	49.9893	33.4022	1.4966	0.1356
race_ess	3.9759	7.2977	0.5448	0.5863
fluidity	2.5747	7.1646	0.3594	0.7196
race_ess:fluidity	-0.8186	1.5754	-0.5196	0.6037

Summary for the trust white thermometer model
r.squared	adj.r.squared	sigma	statistic	p.value	df	logLik	AIC	BIC	deviance	df.residual	nobs
0.0029	-0.0074	21.0076	0.2786	0.8409	3	-1319.28	2648.56	2667.01	128865	292	296

Attitudes towards multiracial adults

Findings:

Main Effects
Interaction

Estimates for the attitudes towards multiracial adults model
term	estimate	std.error	statistic	p.value
(Intercept)	4.1993	0.5476	7.6681	0.0000
race_ess	-0.0723	0.1196	-0.6041	0.5462
fluidity	-0.1466	0.1175	-1.2479	0.2131
race_ess:fluidity	0.0096	0.0258	0.3729	0.7095

Summary for the attitudes towards multiracial adults model
r.squared	adj.r.squared	sigma	statistic	p.value	df	logLik	AIC	BIC	deviance	df.residual	nobs
0.0575	0.0478	0.3444	5.9362	0.0006	3	-102.494	214.988	233.44	34.64	292	296

Feeling thermometer

Findings:

Main Effects
Interaction

Estimates for the multiracial feeling thermometer model
term	estimate	std.error	statistic	p.value
(Intercept)	72.1889	28.9775	2.4912	0.0133
race_ess	-2.9928	6.3310	-0.4727	0.6368
fluidity	0.2186	6.2155	0.0352	0.9720
race_ess:fluidity	0.4898	1.3667	0.3584	0.7203

Summary for the multiracial feeling thermometer model
r.squared	adj.r.squared	sigma	statistic	p.value	df	logLik	AIC	BIC	deviance	df.residual	nobs
0.0143	0.0042	18.2248	1.4125	0.2392	3	-1277.22	2564.43	2582.88	96985.7	292	296

Estimates for the black feeling thermometer model
term	estimate	std.error	statistic	p.value
(Intercept)	57.2610	33.1556	1.7270	0.0852
race_ess	0.2208	7.2438	0.0305	0.9757
fluidity	3.6643	7.1117	0.5152	0.6068
race_ess:fluidity	-0.3546	1.5637	-0.2267	0.8208

Summary for the black feeling thermometer model
r.squared	adj.r.squared	sigma	statistic	p.value	df	logLik	AIC	BIC	deviance	df.residual	nobs
0.0119	0.0017	20.8525	1.1722	0.3206	3	-1317.08	2644.17	2662.62	126970	292	296

Estimates for the white feeling thermometer model
term	estimate	std.error	statistic	p.value
(Intercept)	44.3967	32.7983	1.3536	0.1769
race_ess	3.0538	7.1649	0.4262	0.6703
fluidity	2.6461	7.0357	0.3761	0.7071
race_ess:fluidity	-0.3496	1.5467	-0.2260	0.8213

Summary for the white feeling thermometer model
r.squared	adj.r.squared	sigma	statistic	p.value	df	logLik	AIC	BIC	deviance	df.residual	nobs
0.0055	-0.0047	20.6241	0.5374	0.657	3	-1309.38	2628.76	2647.19	123778	291	295

Authenticity

Findings:

Main Effects
Interaction

Estimates for the authenticity model
term	estimate	std.error	statistic	p.value
(Intercept)	5.3009	1.5045	3.5232	0.0005
race_ess	-0.0593	0.3287	-0.1804	0.8570
fluidity	0.0377	0.3227	0.1168	0.9071
race_ess:fluidity	-0.0073	0.0710	-0.1027	0.9183

Summary for the authenticity model
r.squared	adj.r.squared	sigma	statistic	p.value	df	logLik	AIC	BIC	deviance	df.residual	nobs
0.0083	-0.0019	0.9463	0.8108	0.4887	3	-401.64	813.28	831.732	261.456	292	296

Race & political orientation

From preregistration: Additionally, we will conduct exploratory analyses to examine whether participants’ responses vary by participant race and political orientation..

Participant Race
White	Black	Latine	Asian	Native	Other
126	17	21	104	1	23

Speeded trust task with White/Multiracial trust diff score as outcome + fluidity, race essentialism, and interaction as predictors

From preregistration:

For the speeded trust task, we will again use the White/Multiracial trust difference score as described above. We then will fit a linear regression model with the White/Multiracial trust difference score as the outcome and perceptions of multiracial identity fluidity, participant race, and the interaction term between them (i.e., perceptions of multiracial identity fluidity x participant race) as predictors.

We will also fit a linear regression model with the White/Multiracial trust difference score as the outcome and perceptions of multiracial identity fluidity, participant political orientation, and the interaction term between them (i.e., perceptions of multiracial identity fluidity x political orientation) as predictors. If we find that either of the interactions are significant, we will conduct simple slopes analysis to probe the interaction.

Findings:

Main Effects
Interactions

White, Black, Latine, Asian, Native and Other

Estimates for the speeded trust model with race
term	estimate	std.error	statistic	p.value
(Intercept)	-0.1382	0.4205	-0.3286	0.7427
fluidity	0.0168	0.0847	0.1983	0.8429
race_factor1	-0.3631	0.3127	-1.1612	0.2465
race_factor2	0.5411	0.1935	2.7959	0.0055
race_factor3	-0.0308	0.0839	-0.3665	0.7142
race_factor4	-0.2781	0.4823	-0.5767	0.5646
race_factor5	-0.0002	0.0215	-0.0102	0.9918
fluidity:race_factor1	0.0506	0.0667	0.7587	0.4487
fluidity:race_factor2	-0.1165	0.0417	-2.7972	0.0055
fluidity:race_factor3	0.0215	0.0183	1.1752	0.2409
fluidity:race_factor4	0.0583	0.0955	0.6106	0.5420
fluidity:race_factor5	NA	NA	NA	NA

Summary for the speeded trust model with race
r.squared	adj.r.squared	sigma	statistic	p.value	df	logLik	AIC	BIC	deviance	df.residual	nobs
0.0997	0.0675	0.3884	3.0995	0.0009	10	-132.116	288.232	332.312	42.2438	280	291

Estimates for the speeded trust model with political orientation
term	estimate	std.error	statistic	p.value
(Intercept)	-0.4074	0.3336	-1.2212	0.2230
fluidity	0.0429	0.0718	0.5975	0.5506
pol_or	0.1323	0.1004	1.3170	0.1889
fluidity:pol_or	-0.0114	0.0221	-0.5185	0.6045

Summary for the speeded trust model with political orientation
r.squared	adj.r.squared	sigma	statistic	p.value	df	logLik	AIC	BIC	deviance	df.residual	nobs
0.0654	0.0558	0.389	6.8109	0.0002	3	-138.526	287.052	305.504	44.1887	292	296

Other main DVs by condition + participant race and political orientation as moderators

From preregistration:

For each of the five other dependent variables, we will fit an individual linear regression model including perceptions of multiracial identity fluidity, participant race, and the interaction term (i.e., perceptions of multiracial identity fluidity x participant race) as predictors.

Again for each of the five other dependent variables, we will also fit an individual linear regression model including perceptions of multiracial identity fluidity, participant political orientation, and the interaction term (i.e., perceptions of multiracial identity fluidity x political orientation) as predictors. If we find a significant effect for either of the interaction terms for any of the models, we will conduct simple slopes analysis for that model to probe the interaction.

Trust survey

Findings:

Main Effects
Interactions

White, Black, Latine, Asian, Native and Other

Estimates for the trust survey model with race
term	estimate	std.error	statistic	p.value
(Intercept)	4.6505	0.8913	5.2177	0.0000
fluidity	0.1030	0.1796	0.5732	0.5669
race_factor1	0.3482	0.6629	0.5253	0.5998
race_factor2	-0.7195	0.4102	-1.7541	0.0805
race_factor3	-0.1894	0.1779	-1.0642	0.2881
race_factor4	0.1242	1.0223	0.1215	0.9034
race_factor5	-0.0360	0.0457	-0.7890	0.4308
fluidity:race_factor1	-0.1022	0.1414	-0.7230	0.4703
fluidity:race_factor2	0.1555	0.0883	1.7606	0.0794
fluidity:race_factor3	0.0322	0.0388	0.8312	0.4066
fluidity:race_factor4	0.0501	0.2025	0.2474	0.8048
fluidity:race_factor5	NA	NA	NA	NA

Summary for the trust survey model with race
r.squared	adj.r.squared	sigma	statistic	p.value	df	logLik	AIC	BIC	deviance	df.residual	nobs
0.0679	0.0346	0.8234	2.0383	0.0297	10	-350.744	725.487	769.567	189.816	280	291

Estimates for the trust survey model with political orientation
term	estimate	std.error	statistic	p.value
(Intercept)	5.8352	0.6961	8.3825	0.0000
fluidity	-0.1047	0.1498	-0.6989	0.4852
pol_or	-0.3678	0.2096	-1.7549	0.0803
fluidity:pol_or	0.0430	0.0460	0.9339	0.3512

Summary for the trust survey model with political orientation
r.squared	adj.r.squared	sigma	statistic	p.value	df	logLik	AIC	BIC	deviance	df.residual	nobs
0.0754	0.0659	0.8117	7.9376	0	3	-356.242	722.483	740.935	192.389	292	296

Trust Thermometer

Findings:

Main Effects
Interactions

White, Black, Latine, Asian, Native and Other

Estimates for the trust thermometer model with race
term	estimate	std.error	statistic	p.value
(Intercept)	48.6348	19.5518	2.4875	0.0134
fluidity	5.2454	3.9405	1.3312	0.1842
race_factor1	-20.0242	14.5418	-1.3770	0.1696
race_factor2	3.7397	8.9985	0.4156	0.6780
race_factor3	-2.7102	3.9034	-0.6943	0.4881
race_factor4	-12.9498	22.4267	-0.5774	0.5641
race_factor5	0.7531	1.0015	0.7520	0.4527
fluidity:race_factor1	3.9539	3.1015	1.2748	0.2034
fluidity:race_factor2	-0.7270	1.9371	-0.3753	0.7077
fluidity:race_factor3	0.2459	0.8510	0.2889	0.7729
fluidity:race_factor4	3.8845	4.4419	0.8745	0.3826
fluidity:race_factor5	NA	NA	NA	NA

Summary for the trust thermometer model with race
r.squared	adj.r.squared	sigma	statistic	p.value	df	logLik	AIC	BIC	deviance	df.residual	nobs
0.0836	0.0509	18.0616	2.5551	0.0057	10	-1249.4	2522.79	2566.87	91342.2	280	291

Estimates for the trust thermometer model with race
term	estimate	std.error	statistic	p.value
(Intercept)	47.2002	20.7599	2.2736	0.0237
fluidity	5.6002	4.1839	1.3385	0.1818
race_factor1	-13.7468	15.4403	-0.8903	0.3741
race_factor2	8.6560	9.5545	0.9060	0.3657
race_factor3	-7.9119	4.1445	-1.9090	0.0573
race_factor4	-16.8189	23.8124	-0.7063	0.4806
race_factor5	0.3059	1.0634	0.2877	0.7738
fluidity:race_factor1	3.8135	3.2932	1.1580	0.2479
fluidity:race_factor2	-2.0249	2.0568	-0.9845	0.3257
fluidity:race_factor3	0.9713	0.9035	1.0750	0.2833
fluidity:race_factor4	4.6190	4.7164	0.9794	0.3283
fluidity:race_factor5	NA	NA	NA	NA

Summary for the trust thermometer model with race
r.squared	adj.r.squared	sigma	statistic	p.value	df	logLik	AIC	BIC	deviance	df.residual	nobs
0.1355	0.1047	19.1776	4.3903	0	10	-1266.84	2557.69	2601.77	102978	280	291

Estimates for the trust thermometer model with race
term	estimate	std.error	statistic	p.value
(Intercept)	31.3864	21.7917	1.4403	0.1509
fluidity	7.0698	4.3919	1.6097	0.1086
race_factor1	-44.5872	16.2077	-2.7510	0.0063
race_factor2	6.9090	10.0293	0.6889	0.4915
race_factor3	2.0674	4.3505	0.4752	0.6350
race_factor4	-23.7697	24.9960	-0.9509	0.3425
race_factor5	0.5230	1.1162	0.4686	0.6398
fluidity:race_factor1	7.5351	3.4569	2.1798	0.0301
fluidity:race_factor2	-1.4885	2.1591	-0.6894	0.4911
fluidity:race_factor3	-0.2292	0.9485	-0.2416	0.8093
fluidity:race_factor4	6.4433	4.9508	1.3015	0.1942
fluidity:race_factor5	NA	NA	NA	NA

Summary for the trust thermometer model with race
r.squared	adj.r.squared	sigma	statistic	p.value	df	logLik	AIC	BIC	deviance	df.residual	nobs
0.1035	0.0715	20.1308	3.2317	0.0006	10	-1280.96	2585.92	2630	113470	280	291

Estimates for the trust thermometer model with political orientation
term	estimate	std.error	statistic	p.value
(Intercept)	76.0190	15.8286	4.8026	0.0000
fluidity	-0.4736	3.4058	-0.1391	0.8895
pol_or	-3.3876	4.7658	-0.7108	0.4778
fluidity:pol_or	0.2939	1.0471	0.2807	0.7791

Summary for the trust thermometer model with political orientation
r.squared	adj.r.squared	sigma	statistic	p.value	df	logLik	AIC	BIC	deviance	df.residual	nobs
0.0215	0.0114	18.4569	2.1348	0.0959	3	-1280.96	2571.92	2590.38	99471.7	292	296

Estimates for the trust thermometer model with political orientation
term	estimate	std.error	statistic	p.value
(Intercept)	73.5430	17.0221	4.3204	0.0000
fluidity	0.5802	3.6626	0.1584	0.8742
pol_or	-3.9956	5.1252	-0.7796	0.4363
fluidity:pol_or	0.1129	1.1260	0.1003	0.9202

Summary for the trust thermometer model with political orientation
r.squared	adj.r.squared	sigma	statistic	p.value	df	logLik	AIC	BIC	deviance	df.residual	nobs
0.0518	0.042	19.8485	5.3144	0.0014	3	-1302.48	2614.96	2633.41	115037	292	296

Estimates for the trust thermometer model with political orientation
term	estimate	std.error	statistic	p.value
(Intercept)	55.5588	17.9492	3.0953	0.0022
fluidity	0.6362	3.8621	0.1647	0.8693
pol_or	3.4770	5.4043	0.6434	0.5205
fluidity:pol_or	-0.4421	1.1874	-0.3723	0.7099

Summary for the trust thermometer model with political orientation
r.squared	adj.r.squared	sigma	statistic	p.value	df	logLik	AIC	BIC	deviance	df.residual	nobs
0.0102	0.0001	20.9296	1.0079	0.3896	3	-1318.18	2646.35	2664.8	127910	292	296

Attitudes towards multiracial adults

Findings:

Main Effects
Interactions

White, Black, Latine, Asian, Native and Other

Estimates for the attitudes towards multiracial adults model with race
term	estimate	std.error	statistic	p.value
(Intercept)	3.8427	0.3731	10.3000	0.0000
fluidity	-0.0932	0.0752	-1.2397	0.2161
race_factor1	-0.1379	0.2775	-0.4969	0.6196
race_factor2	0.0024	0.1717	0.0141	0.9888
race_factor3	-0.0291	0.0745	-0.3905	0.6965
race_factor4	0.0107	0.4279	0.0251	0.9800
race_factor5	0.0209	0.0191	1.0936	0.2751
fluidity:race_factor1	0.0096	0.0592	0.1625	0.8710
fluidity:race_factor2	0.0041	0.0370	0.1097	0.9127
fluidity:race_factor3	0.0082	0.0162	0.5047	0.6142
fluidity:race_factor4	0.0040	0.0848	0.0469	0.9626
fluidity:race_factor5	NA	NA	NA	NA

Summary for the attitudes towards multiracial adults model with race
r.squared	adj.r.squared	sigma	statistic	p.value	df	logLik	AIC	BIC	deviance	df.residual	nobs
0.0784	0.0454	0.3446	2.3805	0.0101	10	-97.3198	218.64	262.719	33.2585	280	291

Estimates for the attitudes towards multiracial adults model with political orientation
term	estimate	std.error	statistic	p.value
(Intercept)	4.4882	0.2933	15.3046	0.0000
fluidity	-0.2226	0.0631	-3.5269	0.0005
pol_or	-0.1980	0.0883	-2.2420	0.0257
fluidity:pol_or	0.0392	0.0194	2.0206	0.0442

Summary for the attitudes towards multiracial adults model with political orientation
r.squared	adj.r.squared	sigma	statistic	p.value	df	logLik	AIC	BIC	deviance	df.residual	nobs
0.071	0.0614	0.342	7.4346	0.0001	3	-100.362	210.724	229.176	34.1446	292	296

## JOHNSON-NEYMAN INTERVAL 
## 
## When pol_or is OUTSIDE the interval [4.05, 106.89], the slope of fluidity
## is p < .05.
## 
## Note: The range of observed values of pol_or is [1.00, 7.00]
## 
## SIMPLE SLOPES ANALYSIS 
## 
## Slope of fluidity when pol_or = 1.69908 (- 1 SD): 
## 
##    Est.   S.E.   t val.      p
## ------- ------ -------- ------
##   -0.16   0.04    -4.41   0.00
## 
## Slope of fluidity when pol_or = 2.96622 (Mean): 
## 
##    Est.   S.E.   t val.      p
## ------- ------ -------- ------
##   -0.11   0.03    -4.25   0.00
## 
## Slope of fluidity when pol_or = 4.23335 (+ 1 SD): 
## 
##    Est.   S.E.   t val.      p
## ------- ------ -------- ------
##   -0.06   0.03    -1.63   0.10

ATMA Psychological Adjustment Subscale

Estimates for the attitudes towards multiracial adults model with political orientation
term	estimate	std.error	statistic	p.value
(Intercept)	4.7637	0.3568	13.3501	0.0000
fluidity	-0.2427	0.0768	-3.1616	0.0017
pol_or	-0.2730	0.1074	-2.5412	0.0116
fluidity:pol_or	0.0527	0.0236	2.2319	0.0264

Summary for the attitudes towards multiracial adults model with political orientation
r.squared	adj.r.squared	sigma	statistic	p.value	df	logLik	AIC	BIC	deviance	df.residual	nobs
0.0486	0.0388	0.4161	4.9725	0.0022	3	-158.434	326.868	345.32	50.551	292	296

## JOHNSON-NEYMAN INTERVAL 
## 
## When pol_or is OUTSIDE the interval [3.41, 17.15], the slope of fluidity is
## p < .05.
## 
## Note: The range of observed values of pol_or is [1.00, 7.00]
## 
## SIMPLE SLOPES ANALYSIS 
## 
## Slope of fluidity when pol_or = 1.69908 (- 1 SD): 
## 
##    Est.   S.E.   t val.      p
## ------- ------ -------- ------
##   -0.15   0.04    -3.56   0.00
## 
## Slope of fluidity when pol_or = 2.96622 (Mean): 
## 
##    Est.   S.E.   t val.      p
## ------- ------ -------- ------
##   -0.09   0.03    -2.84   0.00
## 
## Slope of fluidity when pol_or = 4.23335 (+ 1 SD): 
## 
##    Est.   S.E.   t val.      p
## ------- ------ -------- ------
##   -0.02   0.04    -0.47   0.64

Feeling thermometer

Findings:

Main Effects
Interactions

White, Black, Latine, Asian, Native and Other

Estimates for the feeling thermometer model with race
term	estimate	std.error	statistic	p.value
(Intercept)	54.2958	18.6984	2.9038	0.0040
fluidity	4.9211	3.7685	1.3059	0.1927
race_factor1	0.3134	13.9070	0.0225	0.9820
race_factor2	-2.8794	8.6057	-0.3346	0.7382
race_factor3	-7.4152	3.7330	-1.9864	0.0480
race_factor4	-11.2641	21.4478	-0.5252	0.5999
race_factor5	0.8069	0.9578	0.8424	0.4003
fluidity:race_factor1	0.8828	2.9662	0.2976	0.7662
fluidity:race_factor2	0.3655	1.8526	0.1973	0.8437
fluidity:race_factor3	0.9834	0.8138	1.2084	0.2279
fluidity:race_factor4	3.3481	4.2481	0.7881	0.4313
fluidity:race_factor5	NA	NA	NA	NA

Summary for the feeling thermometer model with race
r.squared	adj.r.squared	sigma	statistic	p.value	df	logLik	AIC	BIC	deviance	df.residual	nobs
0.1382	0.1075	17.2732	4.4913	0	10	-1236.41	2496.82	2540.9	83542.1	280	291

Estimates for the feeling thermometer model with race
term	estimate	std.error	statistic	p.value
(Intercept)	68.8315	21.0340	3.2724	0.0012
fluidity	1.6816	4.2392	0.3967	0.6919
race_factor1	4.7719	15.6441	0.3050	0.7606
race_factor2	4.3323	9.6806	0.4475	0.6548
race_factor3	-12.4950	4.1993	-2.9755	0.0032
race_factor4	-2.4507	24.1268	-0.1016	0.9192
race_factor5	-0.9221	1.0774	-0.8558	0.3928
fluidity:race_factor1	0.9889	3.3367	0.2964	0.7672
fluidity:race_factor2	-1.7265	2.0840	-0.8285	0.4081
fluidity:race_factor3	1.8353	0.9155	2.0047	0.0460
fluidity:race_factor4	1.5821	4.7787	0.3311	0.7408
fluidity:race_factor5	NA	NA	NA	NA

Summary for the feeling thermometer model with race
r.squared	adj.r.squared	sigma	statistic	p.value	df	logLik	AIC	BIC	deviance	df.residual	nobs
0.1636	0.1337	19.4308	5.4756	0	10	-1270.66	2565.32	2609.4	105716	280	291

Estimates for the feeling thermometer model with race
term	estimate	std.error	statistic	p.value
(Intercept)	47.8035	21.3145	2.2428	0.0257
fluidity	3.8205	4.2957	0.8894	0.3746
race_factor1	-38.9905	15.8558	-2.4591	0.0145
race_factor2	-4.5148	9.8102	-0.4602	0.6457
race_factor3	3.5181	4.2556	0.8267	0.4091
race_factor4	7.7737	24.4494	0.3180	0.7508
race_factor5	-0.4085	1.0918	-0.3742	0.7086
fluidity:race_factor1	6.5543	3.3823	1.9378	0.0537
fluidity:race_factor2	0.4565	2.1120	0.2161	0.8290
fluidity:race_factor3	-0.6463	0.9278	-0.6966	0.4866
fluidity:race_factor4	0.0795	4.8426	0.0164	0.9869
fluidity:race_factor5	NA	NA	NA	NA

Summary for the feeling thermometer model with race
r.squared	adj.r.squared	sigma	statistic	p.value	df	logLik	AIC	BIC	deviance	df.residual	nobs
0.1174	0.0858	19.6899	3.7124	0.0001	10	-1270.12	2564.23	2608.27	108166	279	290

Estimates for the feeling thermometer model with political orientation
term	estimate	std.error	statistic	p.value
(Intercept)	96.5667	15.1918	6.3565	0.0000
fluidity	-3.8549	3.2688	-1.1793	0.2392
pol_or	-11.3705	4.5741	-2.4859	0.0135
fluidity:pol_or	1.8412	1.0049	1.8321	0.0680

Summary for the feeling thermometer model with political orientation
r.squared	adj.r.squared	sigma	statistic	p.value	df	logLik	AIC	BIC	deviance	df.residual	nobs
0.0687	0.0592	17.7143	7.1856	0.0001	3	-1268.81	2547.61	2566.07	91628.7	292	296

Estimates for the feeling thermometer model with political orientation
term	estimate	std.error	statistic	p.value
(Intercept)	87.1326	17.4661	4.9887	0.0000
fluidity	-1.8632	3.7582	-0.4958	0.6204
pol_or	-8.3622	5.2588	-1.5901	0.1129
fluidity:pol_or	1.0599	1.1554	0.9174	0.3597

Summary for the feeling thermometer model with political orientation
r.squared	adj.r.squared	sigma	statistic	p.value	df	logLik	AIC	BIC	deviance	df.residual	nobs
0.0574	0.0478	20.3662	5.9326	0.0006	3	-1310.1	2630.2	2648.65	121117	292	296

Estimates for the feeling thermometer model with political orientation
term	estimate	std.error	statistic	p.value
(Intercept)	70.1508	17.7181	3.9593	0.0001
fluidity	-1.6856	3.8139	-0.4419	0.6589
pol_or	-3.7813	5.3333	-0.7090	0.4789
fluidity:pol_or	0.8560	1.1719	0.7304	0.4657

Summary for the feeling thermometer model with political orientation
r.squared	adj.r.squared	sigma	statistic	p.value	df	logLik	AIC	BIC	deviance	df.residual	nobs
0.003	-0.0073	20.6504	0.2894	0.833	3	-1309.75	2629.51	2647.94	124094	291	295

Authenticity

Findings:

Main Effects

Interactions White, Black, Latine, Asian, Native and Other

Estimates for the authenticity model with race
term	estimate	std.error	statistic	p.value
(Intercept)	4.0860	0.9753	4.1895	0.0000
fluidity	0.2461	0.1966	1.2521	0.2116
race_factor1	-0.2819	0.7254	-0.3886	0.6979
race_factor2	-0.3312	0.4489	-0.7379	0.4612
race_factor3	-0.2003	0.1947	-1.0288	0.3045
race_factor4	-0.9625	1.1187	-0.8604	0.3903
race_factor5	-0.0352	0.0500	-0.7055	0.4811
fluidity:race_factor1	-0.0394	0.1547	-0.2547	0.7992
fluidity:race_factor2	0.0913	0.0966	0.9448	0.3456
fluidity:race_factor3	0.0368	0.0424	0.8675	0.3864
fluidity:race_factor4	0.2749	0.2216	1.2407	0.2157
fluidity:race_factor5	NA	NA	NA	NA

Summary for the authenticity model with race
r.squared	adj.r.squared	sigma	statistic	p.value	df	logLik	AIC	BIC	deviance	df.residual	nobs
0.1196	0.0882	0.9009	3.805	0.0001	10	-376.949	777.897	821.977	227.274	280	291

Estimates for the authenticity model with political orientation
term	estimate	std.error	statistic	p.value
(Intercept)	5.2038	0.7986	6.5158	0.0000
fluidity	0.0689	0.1718	0.4011	0.6886
pol_or	-0.0129	0.2405	-0.0536	0.9573
fluidity:pol_or	-0.0302	0.0528	-0.5713	0.5682

Summary for the authenticity model with political orientation
r.squared	adj.r.squared	sigma	statistic	p.value	df	logLik	AIC	BIC	deviance	df.residual	nobs
0.0395	0.0296	0.9312	3.9996	0.0082	3	-396.908	803.816	822.268	253.229	292	296

Descriptives by race

White:

Table continues below
	vars	n	mean	sd	median
whitemulti_trust_dif	1	126	0.006029	0.3691	0.025
White	2	126	2.926	0.5437	2.9
Multiracial	3	126	2.92	0.5133	2.875
Black	4	126	3.195	0.5396	3.225
trust_survey	5	126	4.977	0.8474	4.95
trust_therm_multiracial	6	126	70.37	17.87	70
trust_therm_black	7	126	68.75	18.74	70
trust_therm_white	8	126	67.01	20.67	70
atma	9	126	3.443	0.3718	3.435
feel_therm_multiracial	10	126	71.79	16.95	71
feel_therm_black	11	126	71.13	18.22	71
feel_therm_white	12	125	68.7	18.28	67
authen	13	126	5.371	0.8987	5.5
race_ess	14	126	4.008	0.9203	4.125
pol_or	15	126	2.762	1.293	2

Table continues below
	trimmed	mad	min	max	range
whitemulti_trust_dif	0.01284	0.3336	-1.05	0.925	1.975
White	2.89	0.4448	1.9	5	3.1
Multiracial	2.901	0.3839	1.625	4.85	3.225
Black	3.199	0.4448	1.525	4.95	3.425
trust_survey	4.925	1.26	3.4	6.8	3.4
trust_therm_multiracial	69.65	25.2	37	100	63
trust_therm_black	68.27	28.17	31	100	69
trust_therm_white	67.25	28.91	1	100	99
atma	3.438	0.419	2.435	4.391	1.957
feel_therm_multiracial	71.06	20.76	48	100	52
feel_therm_black	70.58	27.43	35	100	65
feel_therm_white	68.49	25.2	25	100	75
authen	5.373	1.112	3.25	7	3.75
race_ess	4.047	0.9266	1.5	6.125	4.625
pol_or	2.667	1.483	1	7	6

	skew	kurtosis	se
whitemulti_trust_dif	-0.2261	0.5646	0.03288
White	0.8409	1.316	0.04843
Multiracial	0.6447	1.972	0.04572
Black	-0.05767	1.195	0.04807
trust_survey	0.2307	-1.12	0.07549
trust_therm_multiracial	0.1809	-1.175	1.592
trust_therm_black	0.2215	-1.027	1.67
trust_therm_white	-0.1804	-0.3164	1.841
atma	0.1067	-0.3087	0.03313
feel_therm_multiracial	0.2099	-1.172	1.51
feel_therm_black	0.1763	-1.246	1.623
feel_therm_white	0.05086	-0.9255	1.635
authen	-0.113	-0.9182	0.08007
race_ess	-0.3509	-0.1315	0.08199
pol_or	0.6647	-0.1207	0.1152

Black:

Table continues below
	vars	n	mean	sd	median	trimmed
whitemulti_trust_dif	1	17	-0.2352	0.361	-0.275	-0.2683
White	2	17	2.429	0.6991	2.45	2.363
Multiracial	3	17	2.664	0.6198	2.7	2.601
Black	4	17	3.31	0.6742	3.375	3.294
trust_survey	5	16	4.719	0.969	4.15	4.664
trust_therm_multiracial	6	16	66.69	23.47	72	67.5
trust_therm_black	7	16	76.38	18.45	81.5	76.93
trust_therm_white	8	16	46.94	23.08	47.5	47.07
atma	9	16	3.236	0.38	3.196	3.217
feel_therm_multiracial	10	16	80.5	15.73	80	81.29
feel_therm_black	11	16	89.69	13.12	95.5	90.79
feel_therm_white	12	16	51.12	21.82	50.5	50.43
authen	13	16	4.422	1.094	4.375	4.375
race_ess	14	16	4.164	1.044	4.25	4.214
pol_or	15	17	2.529	1.179	2	2.467

Table continues below
	mad	min	max	range	skew
whitemulti_trust_dif	0.1853	-0.8476	0.875	1.723	1.306
White	0.6672	1.35	4.5	3.15	1.218
Multiracial	0.3706	1.775	4.5	2.725	1.168
Black	0.5189	2.15	4.7	2.55	0.06151
trust_survey	0.6672	3.5	6.7	3.2	0.6638
trust_therm_multiracial	26.69	22	100	78	-0.3558
trust_therm_black	13.34	45	100	55	-0.5612
trust_therm_white	29.65	2	90	88	-0.03617
atma	0.3868	2.652	4.087	1.435	0.4916
feel_therm_multiracial	14.83	50	100	50	-0.5293
feel_therm_black	6.672	64	100	36	-0.9017
feel_therm_white	17.79	17	95	78	0.3396
authen	0.9266	3	6.5	3.5	0.5685
race_ess	1.019	2	5.625	3.625	-0.5972
pol_or	1.483	1	5	4	0.4726

	kurtosis	se
whitemulti_trust_dif	2.94	0.08755
White	2.057	0.1696
Multiracial	2.075	0.1503
Black	-0.6345	0.1635
trust_survey	-0.9581	0.2422
trust_therm_multiracial	-1.023	5.866
trust_therm_black	-1.108	4.612
trust_therm_white	-0.8673	5.771
atma	-0.5649	0.09501
feel_therm_multiracial	-0.7136	3.933
feel_therm_black	-0.9783	3.28
feel_therm_white	-0.8528	5.454
authen	-0.7522	0.2736
race_ess	-0.6211	0.2609
pol_or	-0.9167	0.2859

Latine:

Table continues below
	vars	n	mean	sd	median
whitemulti_trust_dif	1	21	-0.09643	0.6531	0.075
White	2	21	2.673	0.5521	2.8
Multiracial	3	21	2.769	0.4421	2.875
Black	4	21	3.063	0.6533	3.125
trust_survey	5	21	4.824	0.7943	4.7
trust_therm_multiracial	6	21	69.48	20.51	71
trust_therm_black	7	21	70.52	22.55	75
trust_therm_white	8	21	56.71	26.22	50
atma	9	21	3.402	0.3233	3.348
feel_therm_multiracial	10	21	72.43	19.39	70
feel_therm_black	11	21	69.71	23.28	71
feel_therm_white	12	21	52.05	29.72	50
authen	13	21	5.155	0.7561	5.25
race_ess	14	21	4.643	0.9128	4.75
pol_or	15	21	3	1.414	2

Table continues below
	trimmed	mad	min	max	range
whitemulti_trust_dif	-0.004412	0.556	-1.95	0.675	2.625
White	2.681	0.2965	1.525	3.725	2.2
Multiracial	2.771	0.6301	2.075	3.475	1.4
Black	3.101	0.6672	1.75	4.025	2.275
trust_survey	4.771	1.038	3.9	6.2	2.3
trust_therm_multiracial	70.47	20.76	27	100	73
trust_therm_black	72	22.24	16	100	84
trust_therm_white	57.29	34.1	10	100	90
atma	3.361	0.2578	2.957	4.217	1.261
feel_therm_multiracial	72.65	22.24	36	100	64
feel_therm_black	71.47	28.17	13	100	87
feel_therm_white	51.94	29.65	1	100	99
authen	5.088	0.7413	4	7	3
race_ess	4.662	0.9266	2.875	6.25	3.375
pol_or	2.824	1.483	1	6	5

	skew	kurtosis	se
whitemulti_trust_dif	-1.179	0.8813	0.1425
White	-0.3122	-0.4768	0.1205
Multiracial	-0.02001	-1.384	0.09647
Black	-0.4964	-0.8308	0.1426
trust_survey	0.3527	-1.421	0.1733
trust_therm_multiracial	-0.2743	-0.7724	4.475
trust_therm_black	-0.4981	-0.5823	4.921
trust_therm_white	-0.05948	-1.235	5.721
atma	1.015	0.6112	0.07055
feel_therm_multiracial	-0.005503	-1.221	4.232
feel_therm_black	-0.5795	-0.3346	5.081
feel_therm_white	0.1886	-1.148	6.485
authen	0.6786	-0.1575	0.165
race_ess	-0.07901	-0.4858	0.1992
pol_or	0.8081	-0.5238	0.3086

Asian:

Table continues below
	vars	n	mean	sd	median	trimmed
whitemulti_trust_dif	1	104	0.1489	0.3508	0.1439	0.1465
White	2	104	2.982	0.4748	3	2.976
Multiracial	3	104	2.833	0.4667	2.85	2.825
Black	4	104	2.932	0.5306	2.95	2.922
trust_survey	5	104	4.651	0.773	4.5	4.596
trust_therm_multiracial	6	104	61.91	16.52	55	60.9
trust_therm_black	7	104	57.08	19.5	50	56.6
trust_therm_white	8	104	60.57	16.74	59.5	60.52
atma	9	104	3.405	0.32	3.391	3.403
feel_therm_multiracial	10	104	62.37	17.43	58	61.64
feel_therm_black	11	104	59.33	20.52	56	59.2
feel_therm_white	12	104	58.9	17.85	55	58.46
authen	13	104	4.841	0.8455	4.875	4.836
race_ess	14	104	4.453	0.8597	4.375	4.435
pol_or	15	104	3.279	1.144	4	3.31

Table continues below
	mad	min	max	range	skew
whitemulti_trust_dif	0.3706	-0.7	1.025	1.725	0.05244
White	0.4633	1.875	4.225	2.35	0.09718
Multiracial	0.5189	1.875	4.5	2.625	0.3427
Black	0.4262	1.55	4.5	2.95	0.1436
trust_survey	0.7413	3.2	6.7	3.5	0.5747
trust_therm_multiracial	13.34	17	100	83	0.3752
trust_therm_black	14.83	4	100	96	0.2461
trust_therm_white	14.83	17	100	83	0.1237
atma	0.3223	2.522	4.435	1.913	0.1141
feel_therm_multiracial	13.34	22	100	78	0.3558
feel_therm_black	22.24	8	100	92	0.05048
feel_therm_white	17.05	19	100	81	0.2257
authen	0.9266	3	7	4	0.08837
race_ess	0.7413	2.25	6.625	4.375	0.2039
pol_or	1.483	1	6	5	-0.3599

	kurtosis	se
whitemulti_trust_dif	-0.1243	0.0344
White	-0.1117	0.04656
Multiracial	0.4618	0.04577
Black	0.327	0.05203
trust_survey	-0.288	0.0758
trust_therm_multiracial	-0.1408	1.62
trust_therm_black	-0.1874	1.913
trust_therm_white	-0.1624	1.642
atma	0.5561	0.03138
feel_therm_multiracial	-0.4251	1.709
feel_therm_black	-0.5083	2.013
feel_therm_white	-0.1092	1.75
authen	-0.2252	0.08291
race_ess	-0.304	0.0843
pol_or	-0.6572	0.1122

Native:

Table continues below
	vars	n	mean	sd	median	trimmed
whitemulti_trust_dif	1	1	0	NA	0	0
White	2	1	3.775	NA	3.775	3.775
Multiracial	3	1	3.775	NA	3.775	3.775
Black	4	1	3.925	NA	3.925	3.925
trust_survey	5	1	6.7	NA	6.7	6.7
trust_therm_multiracial	6	1	100	NA	100	100
trust_therm_black	7	1	100	NA	100	100
trust_therm_white	8	1	100	NA	100	100
atma	9	1	3.478	NA	3.478	3.478
feel_therm_multiracial	10	1	100	NA	100	100
feel_therm_black	11	1	100	NA	100	100
feel_therm_white	12	1	100	NA	100	100
authen	13	1	7	NA	7	7
race_ess	14	1	4.625	NA	4.625	4.625
pol_or	15	1	3	NA	3	3

	min	max	skew	kurtosis	se
whitemulti_trust_dif	0	0	NA	NA	NA
White	3.775	3.775	NA	NA	NA
Multiracial	3.775	3.775	NA	NA	NA
Black	3.925	3.925	NA	NA	NA
trust_survey	6.7	6.7	NA	NA	NA
trust_therm_multiracial	100	100	NA	NA	NA
trust_therm_black	100	100	NA	NA	NA
trust_therm_white	100	100	NA	NA	NA
atma	3.478	3.478	NA	NA	NA
feel_therm_multiracial	100	100	NA	NA	NA
feel_therm_black	100	100	NA	NA	NA
feel_therm_white	100	100	NA	NA	NA
authen	7	7	NA	NA	NA
race_ess	4.625	4.625	NA	NA	NA
pol_or	3	3	NA	NA	NA

Other:

Table continues below
	vars	n	mean	sd	median	trimmed
whitemulti_trust_dif	1	23	-0.0663	0.3879	-0.025	-0.07368
White	2	23	2.796	0.3887	2.9	2.811
Multiracial	3	23	2.862	0.3462	2.9	2.882
Black	4	23	3.092	0.3755	3.1	3.082
trust_survey	5	23	4.917	0.8451	4.9	4.858
trust_therm_multiracial	6	23	75.17	19.28	80	75.74
trust_therm_black	7	23	73.04	17.99	75	73.16
trust_therm_white	8	23	64.7	24.81	69	65.84
atma	9	23	3.543	0.3703	3.478	3.538
feel_therm_multiracial	10	23	79.7	17.96	85	81.47
feel_therm_black	11	23	71.52	21.47	71	72.21
feel_therm_white	12	23	62.35	22.99	65	63.53
authen	13	23	4.978	1.1	4.75	4.987
race_ess	14	23	4.337	0.915	4.125	4.395
pol_or	15	23	2.783	1.413	2	2.737

Table continues below
	mad	min	max	range	skew
whitemulti_trust_dif	0.4077	-0.775	0.775	1.55	0.08783
White	0.2965	1.925	3.475	1.55	-0.5074
Multiracial	0.2224	2.05	3.625	1.575	-0.4336
Black	0.3706	2.35	3.825	1.475	0.2688
trust_survey	1.334	4	6.4	2.4	0.2887
trust_therm_multiracial	26.69	40	100	60	-0.2967
trust_therm_black	22.24	40	100	60	-0.07306
trust_therm_white	28.17	15	100	85	-0.2087
atma	0.4512	2.957	4.174	1.217	0.1735
feel_therm_multiracial	16.31	40	100	60	-0.7723
feel_therm_black	28.17	35	100	65	-0.1524
feel_therm_white	25.2	5	100	95	-0.4287
authen	1.112	3	7	4	0.06183
race_ess	0.7413	2.375	5.625	3.25	-0.2731
pol_or	1.483	1	5	4	0.1831

	kurtosis	se
whitemulti_trust_dif	-0.4807	0.08089
White	-0.6931	0.08106
Multiracial	0.2929	0.0722
Black	-0.5533	0.07829
trust_survey	-1.411	0.1762
trust_therm_multiracial	-1.384	4.021
trust_therm_black	-1.054	3.75
trust_therm_white	-1.109	5.173
atma	-1.35	0.07721
feel_therm_multiracial	-0.5	3.745
feel_therm_black	-1.325	4.477
feel_therm_white	-0.3736	4.794
authen	-1.176	0.2293
race_ess	-0.7609	0.1908
pol_or	-1.485	0.2946

Additional Exploratory Descriptives looking at Trust Therm and Feeling Therm toward White, Black, and Multiracial targets

We will also collect additional data on participant’s trust and explicit attitudes towards Black and White monoracial people. Specifically, participants will be asked to complete trust thermometers assessing their feelings of trust towards Black people and White people (on a scale from 0, very untrustworthy, to 100, very trustworthy) and feeling thermometers assessing their feelings of warmth towards Black people and White people (on a scale from 0 to 100, with higher numbers indicating more favorable feelings). We will conduct paired-samples t-tests to determine if there are any differences in participants’ feelings of trust and warmth towards Black/White multiracial people relative to monoracial Black and White people, respectively.

## 
##  Paired t-test
## 
## data:  mift2_data$trust_therm_black and mift2_data$trust_therm_multiracial
## t = -3.452, df = 295, p-value = 0.000639
## alternative hypothesis: true mean difference is not equal to 0
## 95 percent confidence interval:
##  -3.055500 -0.836392
## sample estimates:
## mean difference 
##        -1.94595

## [1] 65.7432

## [1] 67.6892

## 
##  Paired t-test
## 
## data:  mift2_data$trust_therm_white and mift2_data$trust_therm_multiracial
## t = -4.943, df = 295, p-value = 0.00000129
## alternative hypothesis: true mean difference is not equal to 0
## 95 percent confidence interval:
##  -6.62684 -2.85289
## sample estimates:
## mean difference 
##        -4.73986

## [1] 62.9493

## [1] 67.6892

## 
##  Paired t-test
## 
## data:  mift2_data$feel_therm_black and mift2_data$feel_therm_multiracial
## t = -2.818, df = 295, p-value = 0.00516
## alternative hypothesis: true mean difference is not equal to 0
## 95 percent confidence interval:
##  -3.086862 -0.548273
## sample estimates:
## mean difference 
##        -1.81757

## [1] 67.8345

## [1] 69.652

## 
##  Paired t-test
## 
## data:  mift2_data$feel_therm_white and mift2_data$feel_therm_multiracial
## t = -6.592, df = 294, p-value = 0.0000000002
## alternative hypothesis: true mean difference is not equal to 0
## 95 percent confidence interval:
##  -9.13814 -4.93643
## sample estimates:
## mean difference 
##        -7.03729

## [1] 62.5763

## [1] 69.652

Main Analyses Conducted again using the fluidity should measure

We will collect additional data on participants’ perceptions of how they think multiracial people should experience their identity (i.e., norms about identity fluidity). Participants will complete a 7-item scale assessing whether they believe that multiracial identity should be fluid. Participants will indicate their level of agreement with each of the seven statements on a scale from 1 (strongly disagree) to 7 (strongly agree). Participant’s responses will be averaged after recoding reverse scored items, with a higher score indicating greater belief that multiracial identity should be fluid. We will conduct each of our main analyses again using this multiracial identity fluidity norm score in place of the perceptions of multiracial identity fluidity score.

GEE Model for Speeded Trust Task

Findings:
xxx

##                (Intercept)            fluidity_should 
##                  2.8154364                  0.0146586 
##                 race_multi                 race_black 
##                 -0.1709474                 -0.1057910 
## fluidity_should:race_multi fluidity_should:race_black 
##                  0.0315061                  0.0684651

Estimates for the speeded trust model
term	estimate	std.error	statistic	p.value	NA
(Intercept)	2.8154	0.0402	70.0549	0.1397	20.1580
fluidity_should	0.0147	0.0088	1.6676	0.0309	0.4752
race_multi	-0.1709	0.0568	-3.0070	0.0975	-1.7529
race_black	-0.1058	0.0569	-1.8605	0.1390	-0.7611
fluidity_should:race_multi	0.0315	0.0124	2.5340	0.0221	1.4282
fluidity_should:race_black	0.0685	0.0124	5.5049	0.0304	2.2558

##                              Estimate Naive S.E.  Naive z Robust S.E.  Robust z
## (Intercept)                 2.8154364 0.04018902 70.05486   0.1396688 20.157950
## fluidity_should             0.0146586 0.00879047  1.66756   0.0308503  0.475153
## race_multi                 -0.1709474 0.05684986 -3.00700   0.0975252 -1.752854
## race_black                 -0.1057910 0.05686011 -1.86055   0.1389983 -0.761096
## fluidity_should:race_multi  0.0315061 0.01243327  2.53402   0.0220598  1.428216
## fluidity_should:race_black  0.0684651 0.01243712  5.50490   0.0303512  2.255766

##                                                                                       (Intercept) 
## 0.00000000000000000000000000000000000000000000000000000000000000000000000000000000000000000229181 
##                                                                                   fluidity_should 
## 0.63467815709249020272864072467200458049774169921875000000000000000000000000000000000000000000000 
##                                                                                        race_multi 
## 0.07962713944158993084609932111561647616326808929443359375000000000000000000000000000000000000000 
##                                                                                        race_black 
## 0.44659961837782768956373047330998815596103668212890625000000000000000000000000000000000000000000 
##                                                                        fluidity_should:race_multi 
## 0.15322960996367368524673224783327896147966384887695312500000000000000000000000000000000000000000 
##                                                                        fluidity_should:race_black 
## 0.02408529486438571245998652159414632478728890419006347656250000000000000000000000000000000000000

## $emtrends
##  race_black fluidity_should.trend     SE  df asymp.LCL asymp.UCL
##           0                0.0304 0.0263 Inf   -0.0212     0.082
##           1                0.0989 0.0314 Inf    0.0374     0.160
## 
## Results are averaged over the levels of: race_multi 
## Covariance estimate used: robust.variance 
## Confidence level used: 0.95 
## 
## $contrasts
##  contrast                  estimate     SE  df z.ratio p.value
##  race_black0 - race_black1  -0.0685 0.0304 Inf  -2.256  0.0241
## 
## Results are averaged over the levels of: race_multi

Pearson correlation for trust, feeling therm, atma, and authenticty

##  [1] "race_ess"                "fluidity_should"        
##  [3] "trust_therm_multiracial" "trust_therm_black"      
##  [5] "trust_therm_white"       "trust_survey"           
##  [7] "feel_therm_multiracial"  "feel_therm_black"       
##  [9] "feel_therm_white"        "atma"                   
## [11] "authen"                  "whitemulti_trust_dif"   
## [13] "White"                   "Multiracial"            
## [15] "Black"

## 
##  CORRELATION MATRIX
## 
##  Correlation Matrix                                                                                                                                                                                                                                                                                                          
##  ─────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────── 
##                                              race_ess     fluidity_should    trust_therm_multiracial    trust_therm_black    trust_therm_white    trust_survey    feel_therm_multiracial    feel_therm_black    feel_therm_white    atma         authen       whitemulti_trust_dif    White        Multiracial    Black      
##  ─────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────── 
##    race_ess                   Pearson's r            —                                                                                                                                                                                                                                                                       
##                               df                     —                                                                                                                                                                                                                                                                       
##                               p-value                —                                                                                                                                                                                                                                                                       
##                                                                                                                                                                                                                                                                                                                              
##    fluidity_should            Pearson's r    -0.247437                  —                                                                                                                                                                                                                                                    
##                               df                   294                  —                                                                                                                                                                                                                                                    
##                               p-value         0.000017                  —                                                                                                                                                                                                                                                    
##                                                                                                                                                                                                                                                                                                                              
##    trust_therm_multiracial    Pearson's r    -0.064788           0.176418                          —                                                                                                                                                                                                                         
##                               df                   294                294                          —                                                                                                                                                                                                                         
##                               p-value         0.266521           0.002317                          —                                                                                                                                                                                                                         
##                                                                                                                                                                                                                                                                                                                              
##    trust_therm_black          Pearson's r    -0.104555           0.149914                   0.878947                    —                                                                                                                                                                                                    
##                               df                   294                294                        294                    —                                                                                                                                                                                                    
##                               p-value         0.072472           0.009797                  < .000001                    —                                                                                                                                                                                                    
##                                                                                                                                                                                                                                                                                                                              
##    trust_therm_white          Pearson's r     0.016738           0.098781                   0.657025             0.505089                    —                                                                                                                                                                               
##                               df                   294                294                        294                  294                    —                                                                                                                                                                               
##                               p-value         0.774289           0.089801                  < .000001            < .000001                    —                                                                                                                                                                               
##                                                                                                                                                                                                                                                                                                                              
##    trust_survey               Pearson's r    -0.055668           0.223730                   0.445001             0.438507             0.233582               —                                                                                                                                                               
##                               df                   294                294                        294                  294                  294               —                                                                                                                                                               
##                               p-value         0.339861           0.000104                  < .000001            < .000001             0.000050               —                                                                                                                                                               
##                                                                                                                                                                                                                                                                                                                              
##    feel_therm_multiracial     Pearson's r    -0.053409           0.177762                   0.630687             0.613993             0.343857        0.405752                         —                                                                                                                                     
##                               df                   294                294                        294                  294                  294             294                         —                                                                                                                                     
##                               p-value         0.359850           0.002141                  < .000001            < .000001            < .000001       < .000001                         —                                                                                                                                     
##                                                                                                                                                                                                                                                                                                                              
##    feel_therm_black           Pearson's r    -0.072851           0.136992                   0.618631             0.710976             0.286200        0.376972                  0.847407                   —                                                                                                                 
##                               df                   294                294                        294                  294                  294             294                       294                   —                                                                                                                 
##                               p-value         0.211398           0.018371                  < .000001            < .000001            < .000001       < .000001                 < .000001                   —                                                                                                                 
##                                                                                                                                                                                                                                                                                                                              
##    feel_therm_white           Pearson's r     0.059384           0.209218                   0.452510             0.339852             0.639132        0.251609                  0.560170            0.441987                   —                                                                                             
##                               df                   293                293                        293                  293                  293             293                       293                 293                   —                                                                                             
##                               p-value         0.309382           0.000297                  < .000001            < .000001            < .000001        0.000012                 < .000001           < .000001                   —                                                                                             
##                                                                                                                                                                                                                                                                                                                              
##    atma                       Pearson's r    -0.040402          -0.061449                   0.122677             0.135770             0.124292        0.273195                  0.168283            0.185392            0.187265            —                                                                                
##                               df                   294                294                        294                  294                  294             294                       294                 294                 293            —                                                                                
##                               p-value         0.488661           0.292004                   0.034887             0.019448             0.032545        0.000002                  0.003687            0.001356            0.001232            —                                                                                
##                                                                                                                                                                                                                                                                                                                              
##    authen                     Pearson's r    -0.090582           0.247855                   0.355394             0.326596             0.273675        0.417898                  0.273836            0.240773            0.292888     0.387133            —                                                                   
##                               df                   294                294                        294                  294                  294             294                       294                 294                 293          294            —                                                                   
##                               p-value         0.119937           0.000016                  < .000001            < .000001             0.000002       < .000001                  0.000002            0.000028           < .000001    < .000001            —                                                                   
##                                                                                                                                                                                                                                                                                                                              
##    whitemulti_trust_dif       Pearson's r     0.010527          -0.078632                  -0.142378            -0.230193             0.191497       -0.187208                 -0.214286           -0.253019            0.114861     0.039684    -0.057161                       —                                           
##                               df                   294                294                        294                  294                  294             294                       294                 294                 293          294          294                       —                                           
##                               p-value         0.856877           0.177274                   0.014218             0.000064             0.000928        0.001213                  0.000204            0.000011            0.048729     0.496421     0.327046                       —                                           
##                                                                                                                                                                                                                                                                                                                              
##    White                      Pearson's r    -0.072493           0.032253                   0.158602             0.068181             0.353758        0.010237                 -0.044260           -0.082720            0.227702     0.100937     0.171766                0.482815            —                              
##                               df                   294                294                        294                  294                  294             294                       294                 294                 293          294          294                     295            —                              
##                               p-value         0.213653           0.580470                   0.006248             0.242231            < .000001        0.860780                  0.448077            0.155727            0.000079     0.082977     0.003029               < .000001            —                              
##                                                                                                                                                                                                                                                                                                                              
##    Multiracial                Pearson's r    -0.088332           0.100812                   0.292529             0.266323             0.229023        0.166962                  0.129666            0.119668            0.154471     0.077786     0.236094               -0.287890     0.699650              —               
##                               df                   294                294                        294                  294                  294             294                       294                 294                 293          294          294                     295          295              —               
##                               p-value         0.129457           0.083361                  < .000001             0.000003             0.000070        0.003969                  0.025691            0.039635            0.007865     0.181991     0.000041               < .000001    < .000001              —               
##                                                                                                                                                                                                                                                                                                                              
##    Black                      Pearson's r    -0.143572           0.164168                   0.325780             0.383333             0.061726        0.253491                  0.225099            0.287060            0.037957     0.169317     0.304808               -0.324099     0.387644       0.688342           —   
##                               df                   294                294                        294                  294                  294             294                       294                 294                 293          294          294                     295          295            295           —   
##                               p-value         0.013418           0.004629                  < .000001            < .000001             0.289829        0.000010                  0.000094           < .000001            0.516077     0.003480    < .000001               < .000001    < .000001      < .000001           —   
##  ───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────

Non-preregistered Analyses

Examining the Attitudes Towards Multiracial Adults scale by subscale

It appears that it is the self-esteem subscale that is driving any marginal by-condition differens as this is the only significant t-test between conditions

Self-esteem subscale

Correlation attitudes towards multiracial adults & fluidity
Test statistic	df	P value	Alternative hypothesis	cor
-6.557	294	0.0000000002462 * * *	two.sided	-0.3572

Correlation attitudes towards multiracial adults & fluidity should
Test statistic	df	P value	Alternative hypothesis	cor
-2.999	294	0.002943 * *	two.sided	-0.1723

Multiracial Heritage subscale

Correlation attitudes towards multiracial adults & fluidity
Test statistic	df	P value	Alternative hypothesis	cor
-2.122	294	0.03465 *	two.sided	-0.1228

Correlation attitudes towards multiracial adults & fluidity should
Test statistic	df	P value	Alternative hypothesis	cor
-0.05415	294	0.9569	two.sided	-0.003158

Psychological Adjustment subscale

Correlation attitudes towards multiracial adults & fluidity
Test statistic	df	P value	Alternative hypothesis	cor
-2.477	294	0.01382 *	two.sided	-0.143

Correlation attitudes towards multiracial adults & fluidity should
Test statistic	df	P value	Alternative hypothesis	cor
0.02066	294	0.9835	two.sided	0.001205

Multiracial Identity subscale

Correlation attitudes towards multiracial adults & fluidity
Test statistic	df	P value	Alternative hypothesis	cor
0.7016	294	0.4835	two.sided	0.04088

Correlation attitudes towards multiracial adults & fluidity should
Test statistic	df	P value	Alternative hypothesis	cor
0.05446	294	0.9566	two.sided	0.003176

Main Analyses Again by Race

Fluidity

White participants

GEE Model for Speeded Trust Task

##         (Intercept)            fluidity          race_multi          race_black 
##          2.96686614         -0.00905379          0.00985479          0.14263618 
## fluidity:race_multi fluidity:race_black 
##         -0.00359068          0.02812976

Estimates for the speeded trust model
term	estimate	std.error	statistic	p.value	NA
(Intercept)	2.9669	0.0906	32.7291	0.2812	10.5498
fluidity	-0.0091	0.0200	-0.4536	0.0607	-0.1492
race_multi	0.0099	0.1283	0.0768	0.2026	0.0486
race_black	0.1426	0.1283	1.1116	0.2763	0.5162
fluidity:race_multi	-0.0036	0.0282	-0.1271	0.0437	-0.0821
fluidity:race_black	0.0281	0.0283	0.9956	0.0599	0.4693

##                        Estimate Naive S.E.    Naive z Robust S.E.   Robust z
## (Intercept)          2.96686614  0.0906493 32.7290677   0.2812236 10.5498484
## fluidity            -0.00905379  0.0199584 -0.4536324   0.0606822 -0.1492002
## race_multi           0.00985479  0.1282849  0.0768196   0.2025831  0.0486457
## race_black           0.14263618  0.1283142  1.1116167   0.2763054  0.5162265
## fluidity:race_multi -0.00359068  0.0282486 -0.1271102   0.0437490 -0.0820747
## fluidity:race_black  0.02812976  0.0282531  0.9956348   0.0599384  0.4693112

##                       (Intercept)                          fluidity 
## 0.0000000000000000000000000508791 0.8813956974922111387016343542200 
##                        race_multi                        race_black 
## 0.9612016625875968722780839925690 0.6056962297667645156451499133254 
##               fluidity:race_multi               fluidity:race_black 
## 0.9345872807885975408481726844911 0.6388472115790697625214988875086

Pearson correlation for trust, feeling therm, atma, and authenticty

##  [1] "race_ess"                "fluidity"               
##  [3] "trust_therm_multiracial" "trust_therm_black"      
##  [5] "trust_therm_white"       "trust_survey"           
##  [7] "feel_therm_multiracial"  "feel_therm_black"       
##  [9] "feel_therm_white"        "atma"                   
## [11] "authen"                  "whitemulti_trust_dif"   
## [13] "White"                   "Multiracial"            
## [15] "Black"

## 
##  CORRELATION MATRIX
## 
##  Correlation Matrix                                                                                                                                                                                                                                                                                                    
##  ───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────── 
##                                              race_ess     fluidity     trust_therm_multiracial    trust_therm_black    trust_therm_white    trust_survey    feel_therm_multiracial    feel_therm_black    feel_therm_white    atma         authen       whitemulti_trust_dif    White        Multiracial    Black      
##  ───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────── 
##    race_ess                   Pearson's r            —                                                                                                                                                                                                                                                                 
##                               df                     —                                                                                                                                                                                                                                                                 
##                               p-value                —                                                                                                                                                                                                                                                                 
##                                                                                                                                                                                                                                                                                                                        
##    fluidity                   Pearson's r    -0.214494            —                                                                                                                                                                                                                                                    
##                               df                   124            —                                                                                                                                                                                                                                                    
##                               p-value         0.015872            —                                                                                                                                                                                                                                                    
##                                                                                                                                                                                                                                                                                                                        
##    trust_therm_multiracial    Pearson's r     0.071804    -0.091815                          —                                                                                                                                                                                                                         
##                               df                   124          124                          —                                                                                                                                                                                                                         
##                               p-value         0.424291     0.306537                          —                                                                                                                                                                                                                         
##                                                                                                                                                                                                                                                                                                                        
##    trust_therm_black          Pearson's r     0.052926    -0.073735                   0.928517                    —                                                                                                                                                                                                    
##                               df                   124          124                        124                    —                                                                                                                                                                                                    
##                               p-value         0.556142     0.411909                  < .000001                    —                                                                                                                                                                                                    
##                                                                                                                                                                                                                                                                                                                        
##    trust_therm_white          Pearson's r     0.032490    -0.195169                   0.725720             0.678889                    —                                                                                                                                                                               
##                               df                   124          124                        124                  124                    —                                                                                                                                                                               
##                               p-value         0.717981     0.028521                  < .000001            < .000001                    —                                                                                                                                                                               
##                                                                                                                                                                                                                                                                                                                        
##    trust_survey               Pearson's r     0.056400    -0.029911                   0.265421             0.312712             0.135040               —                                                                                                                                                               
##                               df                   124          124                        124                  124                  124               —                                                                                                                                                               
##                               p-value         0.530479     0.739525                   0.002667             0.000364             0.131649               —                                                                                                                                                               
##                                                                                                                                                                                                                                                                                                                        
##    feel_therm_multiracial     Pearson's r     0.124000    -0.030191                   0.550884             0.504880             0.350299        0.375184                         —                                                                                                                                     
##                               df                   124          124                        124                  124                  124             124                         —                                                                                                                                     
##                               p-value         0.166551     0.737182                  < .000001            < .000001             0.000058        0.000015                         —                                                                                                                                     
##                                                                                                                                                                                                                                                                                                                        
##    feel_therm_black           Pearson's r     0.145482    -0.042577                   0.616282             0.622130             0.431740        0.345020                  0.854440                   —                                                                                                                 
##                               df                   124          124                        124                  124                  124             124                       124                   —                                                                                                                 
##                               p-value         0.104074     0.635946                  < .000001            < .000001            < .000001        0.000076                 < .000001                   —                                                                                                                 
##                                                                                                                                                                                                                                                                                                                        
##    feel_therm_white           Pearson's r     0.166641    -0.111662                   0.466953             0.413571             0.495416        0.313951                  0.774831            0.676444                   —                                                                                             
##                               df                   123          123                        123                  123                  123             123                       123                 123                   —                                                                                             
##                               p-value         0.063256     0.215066                  < .000001             0.000002            < .000001        0.000363                 < .000001           < .000001                   —                                                                                             
##                                                                                                                                                                                                                                                                                                                        
##    atma                       Pearson's r     0.001085    -0.248797                   0.112446             0.139617             0.093503        0.243322                  0.219093            0.253000            0.221969            —                                                                                
##                               df                   124          124                        124                  124                  124             124                       124                 124                 123            —                                                                                
##                               p-value         0.990380     0.004966                   0.209986             0.118944             0.297693        0.006043                  0.013708            0.004260            0.012851            —                                                                                
##                                                                                                                                                                                                                                                                                                                        
##    authen                     Pearson's r    -0.086408    -0.101602                   0.278317             0.302624             0.112794        0.440923                  0.289697            0.233963            0.184509     0.444390            —                                                                   
##                               df                   124          124                        124                  124                  124             124                       124                 124                 123          124            —                                                                   
##                               p-value         0.336019     0.257615                   0.001602             0.000573             0.208570       < .000001                  0.001001            0.008370            0.039411    < .000001            —                                                                   
##                                                                                                                                                                                                                                                                                                                        
##    whitemulti_trust_dif       Pearson's r    -0.009522     0.006105                  -0.054158            -0.092074             0.130378       -0.085131                 -0.094624           -0.095560            0.031214     0.000572    -0.027690                       —                                           
##                               df                   124          124                        124                  124                  124             124                       124                 124                 123          124          124                       —                                           
##                               p-value         0.915722     0.945907                   0.546973             0.305169             0.145636        0.343238                  0.291911            0.287147            0.729676     0.994929     0.758251                       —                                           
##                                                                                                                                                                                                                                                                                                                        
##    White                      Pearson's r    -0.113795    -0.013023                   0.240592             0.195180             0.318320        0.050998                  0.010358            0.000647            0.121398     0.065059     0.210614                0.419588            —                              
##                               df                   124          124                        124                  124                  124             124                       124                 124                 123          124          124                     124            —                              
##                               p-value         0.204535     0.884921                   0.006654             0.028512             0.000281        0.570633                  0.908352            0.994263            0.177456     0.469208     0.017924                0.000001            —                              
##                                                                                                                                                                                                                                                                                                                        
##    Multiracial                Pearson's r    -0.113693    -0.018186                   0.293804             0.272968             0.243427        0.115245                  0.079024            0.069409            0.106294     0.068504     0.243013               -0.274709     0.757528              —               
##                               df                   124          124                        124                  124                  124             124                       124                 124                 123          124          124                     124          124              —               
##                               p-value         0.204943     0.839825                   0.000841             0.001985             0.006020        0.198785                  0.379089            0.439947            0.238074     0.445947     0.006109                0.001852    < .000001              —               
##                                                                                                                                                                                                                                                                                                                        
##    Black                      Pearson's r    -0.084546     0.026060                   0.259290             0.267095             0.057300        0.130368                  0.064444            0.115749            0.032938     0.098120     0.221694               -0.293486     0.530366       0.772875           —   
##                               df                   124          124                        124                  124                  124             124                       124                 124                 123          124          124                     124          124            124           —   
##                               p-value         0.346572     0.772082                   0.003370             0.002500             0.523930        0.145667                  0.473424            0.196817            0.715364     0.274368     0.012602                0.000852    < .000001      < .000001           —   
##  ─────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────

Asian participants

GEE Model for Speeded Trust Task

##         (Intercept)            fluidity          race_multi          race_black 
##           3.0902400          -0.0267396          -0.0970615          -0.1643504 
## fluidity:race_multi fluidity:race_black 
##          -0.0132841           0.0254801

Estimates for the speeded trust model
term	estimate	std.error	statistic	p.value	NA
(Intercept)	3.0902	0.0855	36.1438	0.2349	13.1563
fluidity	-0.0267	0.0193	-1.3875	0.0558	-0.4796
race_multi	-0.0971	0.1212	-0.8011	0.1915	-0.5070
race_black	-0.1644	0.1213	-1.3551	0.3236	-0.5078
fluidity:race_multi	-0.0133	0.0273	-0.4867	0.0447	-0.2974
fluidity:race_black	0.0255	0.0273	0.9325	0.0749	0.3400

##                       Estimate Naive S.E.   Naive z Robust S.E.  Robust z
## (Intercept)          3.0902400  0.0854986 36.143752   0.2348861 13.156334
## fluidity            -0.0267396  0.0192711 -1.387549   0.0557559 -0.479583
## race_multi          -0.0970615  0.1211550 -0.801135   0.1914575 -0.506961
## race_black          -0.1643504  0.1212812 -1.355119   0.3236392 -0.507820
## fluidity:race_multi -0.0132841  0.0272965 -0.486660   0.0446665 -0.297407
## fluidity:race_black  0.0254801  0.0273259  0.932451   0.0749437  0.339990

##                                    (Intercept) 
## 0.00000000000000000000000000000000000000156497 
##                                       fluidity 
## 0.63152393315283306129970242182025685906410217 
##                                     race_multi 
## 0.61218205963589455986806342480122111737728119 
##                                     race_black 
## 0.61157961400911942106972674082498997449874878 
##                            fluidity:race_multi 
## 0.76615561406480958694942273723427206277847290 
##                            fluidity:race_black 
## 0.73386429946117281986062153009697794914245605

Pearson correlation for trust, feeling therm, atma, and authenticty

##  [1] "race_ess"                "fluidity"               
##  [3] "trust_therm_multiracial" "trust_therm_black"      
##  [5] "trust_therm_white"       "trust_survey"           
##  [7] "feel_therm_multiracial"  "feel_therm_black"       
##  [9] "feel_therm_white"        "atma"                   
## [11] "authen"                  "whitemulti_trust_dif"   
## [13] "White"                   "Multiracial"            
## [15] "Black"

## 
##  CORRELATION MATRIX
## 
##  Correlation Matrix                                                                                                                                                                                                                                                                                                    
##  ───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────── 
##                                              race_ess     fluidity     trust_therm_multiracial    trust_therm_black    trust_therm_white    trust_survey    feel_therm_multiracial    feel_therm_black    feel_therm_white    atma         authen       whitemulti_trust_dif    White        Multiracial    Black      
##  ───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────── 
##    race_ess                   Pearson's r            —                                                                                                                                                                                                                                                                 
##                               df                     —                                                                                                                                                                                                                                                                 
##                               p-value                —                                                                                                                                                                                                                                                                 
##                                                                                                                                                                                                                                                                                                                        
##    fluidity                   Pearson's r    -0.047653            —                                                                                                                                                                                                                                                    
##                               df                   102            —                                                                                                                                                                                                                                                    
##                               p-value         0.630970            —                                                                                                                                                                                                                                                    
##                                                                                                                                                                                                                                                                                                                        
##    trust_therm_multiracial    Pearson's r    -0.050869     0.105082                          —                                                                                                                                                                                                                         
##                               df                   102          102                          —                                                                                                                                                                                                                         
##                               p-value         0.608069     0.288407                          —                                                                                                                                                                                                                         
##                                                                                                                                                                                                                                                                                                                        
##    trust_therm_black          Pearson's r    -0.160383     0.165218                   0.840282                    —                                                                                                                                                                                                    
##                               df                   102          102                        102                    —                                                                                                                                                                                                    
##                               p-value         0.103870     0.093723                  < .000001                    —                                                                                                                                                                                                    
##                                                                                                                                                                                                                                                                                                                        
##    trust_therm_white          Pearson's r     0.070234    -0.003015                   0.582155             0.387191                    —                                                                                                                                                                               
##                               df                   102          102                        102                  102                    —                                                                                                                                                                               
##                               p-value         0.478657     0.975767                  < .000001             0.000049                    —                                                                                                                                                                               
##                                                                                                                                                                                                                                                                                                                        
##    trust_survey               Pearson's r     0.074304     0.160120                   0.581107             0.572119             0.287513               —                                                                                                                                                               
##                               df                   102          102                        102                  102                  102               —                                                                                                                                                               
##                               p-value         0.453475     0.104446                  < .000001            < .000001             0.003083               —                                                                                                                                                               
##                                                                                                                                                                                                                                                                                                                        
##    feel_therm_multiracial     Pearson's r    -0.002166     0.214659                   0.688838             0.639772             0.365494        0.488314                         —                                                                                                                                     
##                               df                   102          102                        102                  102                  102             102                         —                                                                                                                                     
##                               p-value         0.982590     0.028654                  < .000001            < .000001             0.000136       < .000001                         —                                                                                                                                     
##                                                                                                                                                                                                                                                                                                                        
##    feel_therm_black           Pearson's r    -0.058133     0.225942                   0.668149             0.751643             0.225482        0.473770                  0.834216                   —                                                                                                                 
##                               df                   102          102                        102                  102                  102             102                       102                   —                                                                                                                 
##                               p-value         0.557756     0.021098                  < .000001            < .000001             0.021369       < .000001                 < .000001                   —                                                                                                                 
##                                                                                                                                                                                                                                                                                                                        
##    feel_therm_white           Pearson's r     0.070416     0.083539                   0.320000             0.228685             0.580436        0.115642                  0.505422            0.386117                   —                                                                                             
##                               df                   102          102                        102                  102                  102             102                       102                 102                   —                                                                                             
##                               p-value         0.477513     0.399163                   0.000928             0.019544            < .000001        0.242407                 < .000001            0.000052                   —                                                                                             
##                                                                                                                                                                                                                                                                                                                        
##    atma                       Pearson's r    -0.058803    -0.187698                   0.158942             0.215898             0.097541        0.159239                  0.191035            0.216393            0.073108            —                                                                                
##                               df                   102          102                        102                  102                  102             102                       102                 102                 102            —                                                                                
##                               p-value         0.553221     0.056389                   0.107056             0.027725             0.324598        0.106392                  0.052069            0.027361            0.460798            —                                                                                
##                                                                                                                                                                                                                                                                                                                        
##    authen                     Pearson's r     0.018469     0.079922                   0.265551             0.289673             0.215747        0.300317                  0.214415            0.230163            0.173668     0.294040            —                                                                   
##                               df                   102          102                        102                  102                  102             102                       102                 102                 102          102            —                                                                   
##                               p-value         0.852375     0.419964                   0.006440             0.002858             0.027837        0.001952                  0.028840            0.018749            0.077885     0.002448            —                                                                   
##                                                                                                                                                                                                                                                                                                                        
##    whitemulti_trust_dif       Pearson's r    -0.037658     0.054241                  -0.200556            -0.319783             0.159907       -0.368397                 -0.306068           -0.346479            0.090038    -0.067415    -0.158636                       —                                           
##                               df                   102          102                        102                  102                  102             102                       102                 102                 102          102          102                       —                                           
##                               p-value         0.704297     0.584472                   0.041217             0.000936             0.104914        0.000119                  0.001579            0.000315            0.363372     0.496527     0.107741                       —                                           
##                                                                                                                                                                                                                                                                                                                        
##    White                      Pearson's r     0.033169    -0.066803                   0.128677             0.070227             0.339966       -0.097113                 -0.045989           -0.047938            0.196208     0.062724     0.056618                0.392143            —                              
##                               df                   102          102                        102                  102                  102             102                       102                 102                 102          102          102                     102            —                              
##                               p-value         0.738179     0.500451                   0.192982             0.478701             0.000414        0.326736                  0.642956            0.628926            0.045912     0.527022     0.568089                0.000038            —                              
##                                                                                                                                                                                                                                                                                                                        
##    Multiracial                Pearson's r     0.062044    -0.108721                   0.281635             0.311797             0.225614        0.178122                  0.183276            0.211668            0.131904     0.114474     0.176829               -0.352762     0.722433              —               
##                               df                   102          102                        102                  102                  102             102                       102                 102                 102          102          102                     102          102              —               
##                               p-value         0.531520     0.271943                   0.003776             0.001273             0.021291        0.070445                  0.062565            0.031005            0.181961     0.247226     0.072544                0.000240    < .000001              —               
##                                                                                                                                                                                                                                                                                                                        
##    Black                      Pearson's r     0.056440    -0.031430                   0.301496             0.404736             0.055989        0.367524                  0.258879            0.306030           -0.080820     0.302870     0.302442               -0.360153     0.361503       0.638423           —   
##                               df                   102          102                        102                  102                  102             102                       102                 102                 102          102          102                     102          102            102           —   
##                               p-value         0.569305     0.751452                   0.001869             0.000020             0.572402        0.000124                  0.007965            0.001581            0.414742     0.001777     0.001806                0.000173     0.000163      < .000001           —   
##  ─────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────

Fluidity Should

White participants

GEE Model for Speeded Trust Task

##                (Intercept)            fluidity_should 
##                  2.9988506                 -0.0151464 
##                 race_multi                 race_black 
##                 -0.1405444                 -0.1380611 
## fluidity_should:race_multi fluidity_should:race_black 
##                  0.0280629                  0.0849424

Estimates for the speeded trust model
term	estimate	std.error	statistic	p.value	NA
(Intercept)	2.9989	0.0654	45.8834	0.2247	13.3467
fluidity_should	-0.0151	0.0133	-1.1416	0.0456	-0.3323
race_multi	-0.1405	0.0924	-1.5204	0.1232	-1.1410
race_black	-0.1381	0.0924	-1.4934	0.1937	-0.7126
fluidity_should:race_multi	0.0281	0.0188	1.4955	0.0252	1.1116
fluidity_should:race_black	0.0849	0.0188	4.5259	0.0401	2.1187

##                              Estimate Naive S.E.  Naive z Robust S.E.  Robust z
## (Intercept)                 2.9988506  0.0653581 45.88335   0.2246878 13.346743
## fluidity_should            -0.0151464  0.0132680 -1.14158   0.0455809 -0.332298
## race_multi                 -0.1405444  0.0924414 -1.52036   0.1231790 -1.140977
## race_black                 -0.1380611  0.0924481 -1.49339   0.1937424 -0.712601
## fluidity_should:race_multi  0.0280629  0.0187650  1.49549   0.0252445  1.111645
## fluidity_should:race_black  0.0849424  0.0187680  4.52593   0.0400915  2.118714

##                                     (Intercept) 
## 0.000000000000000000000000000000000000000123742 
##                                 fluidity_should 
## 0.739664433677641008912928555218968540430068970 
##                                      race_multi 
## 0.253879326186349230098926454957108944654464722 
##                                      race_black 
## 0.476092417444517579383500560652464628219604492 
##                      fluidity_should:race_multi 
## 0.266290659117022598945112576984683983027935028 
##                      fluidity_should:race_black 
## 0.034114674348592187447248846865477389656007290

Pearson correlation for trust, feeling therm, atma, and authenticty

##  [1] "race_ess"                "fluidity_should"        
##  [3] "trust_therm_multiracial" "trust_therm_black"      
##  [5] "trust_therm_white"       "trust_survey"           
##  [7] "feel_therm_multiracial"  "feel_therm_black"       
##  [9] "feel_therm_white"        "atma"                   
## [11] "authen"                  "whitemulti_trust_dif"   
## [13] "White"                   "Multiracial"            
## [15] "Black"

## 
##  CORRELATION MATRIX
## 
##  Correlation Matrix                                                                                                                                                                                                                                                                                                          
##  ─────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────── 
##                                              race_ess     fluidity_should    trust_therm_multiracial    trust_therm_black    trust_therm_white    trust_survey    feel_therm_multiracial    feel_therm_black    feel_therm_white    atma         authen       whitemulti_trust_dif    White        Multiracial    Black      
##  ─────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────── 
##    race_ess                   Pearson's r            —                                                                                                                                                                                                                                                                       
##                               df                     —                                                                                                                                                                                                                                                                       
##                               p-value                —                                                                                                                                                                                                                                                                       
##                                                                                                                                                                                                                                                                                                                              
##    fluidity_should            Pearson's r    -0.203465                  —                                                                                                                                                                                                                                                    
##                               df                   124                  —                                                                                                                                                                                                                                                    
##                               p-value         0.022308                  —                                                                                                                                                                                                                                                    
##                                                                                                                                                                                                                                                                                                                              
##    trust_therm_multiracial    Pearson's r     0.071804           0.109527                          —                                                                                                                                                                                                                         
##                               df                   124                124                          —                                                                                                                                                                                                                         
##                               p-value         0.424291           0.222138                          —                                                                                                                                                                                                                         
##                                                                                                                                                                                                                                                                                                                              
##    trust_therm_black          Pearson's r     0.052926           0.121452                   0.928517                    —                                                                                                                                                                                                    
##                               df                   124                124                        124                    —                                                                                                                                                                                                    
##                               p-value         0.556142           0.175504                  < .000001                    —                                                                                                                                                                                                    
##                                                                                                                                                                                                                                                                                                                              
##    trust_therm_white          Pearson's r     0.032490          -0.077102                   0.725720             0.678889                    —                                                                                                                                                                               
##                               df                   124                124                        124                  124                    —                                                                                                                                                                               
##                               p-value         0.717981           0.390827                  < .000001            < .000001                    —                                                                                                                                                                               
##                                                                                                                                                                                                                                                                                                                              
##    trust_survey               Pearson's r     0.056400           0.182628                   0.265421             0.312712             0.135040               —                                                                                                                                                               
##                               df                   124                124                        124                  124                  124               —                                                                                                                                                               
##                               p-value         0.530479           0.040676                   0.002667             0.000364             0.131649               —                                                                                                                                                               
##                                                                                                                                                                                                                                                                                                                              
##    feel_therm_multiracial     Pearson's r     0.124000           0.185760                   0.550884             0.504880             0.350299        0.375184                         —                                                                                                                                     
##                               df                   124                124                        124                  124                  124             124                         —                                                                                                                                     
##                               p-value         0.166551           0.037294                  < .000001            < .000001             0.000058        0.000015                         —                                                                                                                                     
##                                                                                                                                                                                                                                                                                                                              
##    feel_therm_black           Pearson's r     0.145482           0.164177                   0.616282             0.622130             0.431740        0.345020                  0.854440                   —                                                                                                                 
##                               df                   124                124                        124                  124                  124             124                       124                   —                                                                                                                 
##                               p-value         0.104074           0.066209                  < .000001            < .000001            < .000001        0.000076                 < .000001                   —                                                                                                                 
##                                                                                                                                                                                                                                                                                                                              
##    feel_therm_white           Pearson's r     0.166641           0.115144                   0.466953             0.413571             0.495416        0.313951                  0.774831            0.676444                   —                                                                                             
##                               df                   123                123                        123                  123                  123             123                       123                 123                   —                                                                                             
##                               p-value         0.063256           0.201014                  < .000001             0.000002            < .000001        0.000363                 < .000001           < .000001                   —                                                                                             
##                                                                                                                                                                                                                                                                                                                              
##    atma                       Pearson's r     0.001085          -0.126427                   0.112446             0.139617             0.093503        0.243322                  0.219093            0.253000            0.221969            —                                                                                
##                               df                   124                124                        124                  124                  124             124                       124                 124                 123            —                                                                                
##                               p-value         0.990380           0.158345                   0.209986             0.118944             0.297693        0.006043                  0.013708            0.004260            0.012851            —                                                                                
##                                                                                                                                                                                                                                                                                                                              
##    authen                     Pearson's r    -0.086408           0.201936                   0.278317             0.302624             0.112794        0.440923                  0.289697            0.233963            0.184509     0.444390            —                                                                   
##                               df                   124                124                        124                  124                  124             124                       124                 124                 123          124            —                                                                   
##                               p-value         0.336019           0.023357                   0.001602             0.000573             0.208570       < .000001                  0.001001            0.008370            0.039411    < .000001            —                                                                   
##                                                                                                                                                                                                                                                                                                                              
##    whitemulti_trust_dif       Pearson's r    -0.009522          -0.088217                  -0.054158            -0.092074             0.130378       -0.085131                 -0.094624           -0.095560            0.031214     0.000572    -0.027690                       —                                           
##                               df                   124                124                        124                  124                  124             124                       124                 124                 123          124          124                       —                                           
##                               p-value         0.915722           0.325961                   0.546973             0.305169             0.145636        0.343238                  0.291911            0.287147            0.729676     0.994929     0.758251                       —                                           
##                                                                                                                                                                                                                                                                                                                              
##    White                      Pearson's r    -0.113795          -0.032319                   0.240592             0.195180             0.318320        0.050998                  0.010358            0.000647            0.121398     0.065059     0.210614                0.419588            —                              
##                               df                   124                124                        124                  124                  124             124                       124                 124                 123          124          124                     124            —                              
##                               p-value         0.204535           0.719400                   0.006654             0.028512             0.000281        0.570633                  0.908352            0.994263            0.177456     0.469208     0.017924                0.000001            —                              
##                                                                                                                                                                                                                                                                                                                              
##    Multiracial                Pearson's r    -0.113693           0.029208                   0.293804             0.272968             0.243427        0.115245                  0.079024            0.069409            0.106294     0.068504     0.243013               -0.274709     0.757528              —               
##                               df                   124                124                        124                  124                  124             124                       124                 124                 123          124          124                     124          124              —               
##                               p-value         0.204943           0.745438                   0.000841             0.001985             0.006020        0.198785                  0.379089            0.439947            0.238074     0.445947     0.006109                0.001852    < .000001              —               
##                                                                                                                                                                                                                                                                                                                              
##    Black                      Pearson's r    -0.084546           0.151525                   0.259290             0.267095             0.057300        0.130368                  0.064444            0.115749            0.032938     0.098120     0.221694               -0.293486     0.530366       0.772875           —   
##                               df                   124                124                        124                  124                  124             124                       124                 124                 123          124          124                     124          124            124           —   
##                               p-value         0.346572           0.090322                   0.003370             0.002500             0.523930        0.145667                  0.473424            0.196817            0.715364     0.274368     0.012602                0.000852    < .000001      < .000001           —   
##  ───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────

Asian participants

GEE Model for Speeded Trust Task

##                (Intercept)            fluidity_should 
##                  3.0704081                 -0.0229259 
##                 race_multi                 race_black 
##                 -0.4252518                 -0.4408554 
## fluidity_should:race_multi fluidity_should:race_black 
##                  0.0640004                  0.0918511

Estimates for the speeded trust model
term	estimate	std.error	statistic	p.value	NA
(Intercept)	3.0704	0.0767	40.0516	0.2433	12.6218
fluidity_should	-0.0229	0.0178	-1.2898	0.0590	-0.3885
race_multi	-0.4253	0.1084	-3.9221	0.1608	-2.6449
race_black	-0.4409	0.1086	-4.0612	0.2493	-1.7682
fluidity_should:race_multi	0.0640	0.0251	2.5461	0.0378	1.6919
fluidity_should:race_black	0.0919	0.0252	3.6492	0.0581	1.5821

##                              Estimate Naive S.E.  Naive z Robust S.E.  Robust z
## (Intercept)                 3.0704081  0.0766613 40.05162   0.2432627 12.621781
## fluidity_should            -0.0229259  0.0177746 -1.28982   0.0590073 -0.388526
## race_multi                 -0.4252518  0.1084258 -3.92205   0.1607846 -2.644855
## race_black                 -0.4408554  0.1085517 -4.06125   0.2493258 -1.768190
## fluidity_should:race_multi  0.0640004  0.0251365  2.54612   0.0378278  1.691889
## fluidity_should:race_black  0.0918511  0.0251700  3.64924   0.0580561  1.582111

##                                 (Intercept) 
## 0.00000000000000000000000000000000000160158 
##                             fluidity_should 
## 0.69762645495660846606256200175266712903976 
##                                  race_multi 
## 0.00817260178256246951067343076147153624333 
##                                  race_black 
## 0.07702919166297308994906245516176568344235 
##                  fluidity_should:race_multi 
## 0.09066711377869396404349799922783859074116 
##                  fluidity_should:race_black 
## 0.11362423141320576736035263820667751133442

Pearson correlation for trust, feeling therm, atma, and authenticty

##  [1] "race_ess"                "fluidity_should"        
##  [3] "trust_therm_multiracial" "trust_therm_black"      
##  [5] "trust_therm_white"       "trust_survey"           
##  [7] "feel_therm_multiracial"  "feel_therm_black"       
##  [9] "feel_therm_white"        "atma"                   
## [11] "authen"                  "whitemulti_trust_dif"   
## [13] "White"                   "Multiracial"            
## [15] "Black"

## 
##  CORRELATION MATRIX
## 
##  Correlation Matrix                                                                                                                                                                                                                                                                                                          
##  ─────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────── 
##                                              race_ess     fluidity_should    trust_therm_multiracial    trust_therm_black    trust_therm_white    trust_survey    feel_therm_multiracial    feel_therm_black    feel_therm_white    atma         authen       whitemulti_trust_dif    White        Multiracial    Black      
##  ─────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────── 
##    race_ess                   Pearson's r            —                                                                                                                                                                                                                                                                       
##                               df                     —                                                                                                                                                                                                                                                                       
##                               p-value                —                                                                                                                                                                                                                                                                       
##                                                                                                                                                                                                                                                                                                                              
##    fluidity_should            Pearson's r    -0.204568                  —                                                                                                                                                                                                                                                    
##                               df                   102                  —                                                                                                                                                                                                                                                    
##                               p-value         0.037246                  —                                                                                                                                                                                                                                                    
##                                                                                                                                                                                                                                                                                                                              
##    trust_therm_multiracial    Pearson's r    -0.050869           0.180006                          —                                                                                                                                                                                                                         
##                               df                   102                102                          —                                                                                                                                                                                                                         
##                               p-value         0.608069           0.067477                          —                                                                                                                                                                                                                         
##                                                                                                                                                                                                                                                                                                                              
##    trust_therm_black          Pearson's r    -0.160383           0.229833                   0.840282                    —                                                                                                                                                                                                    
##                               df                   102                102                        102                    —                                                                                                                                                                                                    
##                               p-value         0.103870           0.018924                  < .000001                    —                                                                                                                                                                                                    
##                                                                                                                                                                                                                                                                                                                              
##    trust_therm_white          Pearson's r     0.070234           0.046145                   0.582155             0.387191                    —                                                                                                                                                                               
##                               df                   102                102                        102                  102                    —                                                                                                                                                                               
##                               p-value         0.478657           0.641828                  < .000001             0.000049                    —                                                                                                                                                                               
##                                                                                                                                                                                                                                                                                                                              
##    trust_survey               Pearson's r     0.074304           0.268916                   0.581107             0.572119             0.287513               —                                                                                                                                                               
##                               df                   102                102                        102                  102                  102               —                                                                                                                                                               
##                               p-value         0.453475           0.005775                  < .000001            < .000001             0.003083               —                                                                                                                                                               
##                                                                                                                                                                                                                                                                                                                              
##    feel_therm_multiracial     Pearson's r    -0.002166           0.245046                   0.688838             0.639772             0.365494        0.488314                         —                                                                                                                                     
##                               df                   102                102                        102                  102                  102             102                         —                                                                                                                                     
##                               p-value         0.982590           0.012171                  < .000001            < .000001             0.000136       < .000001                         —                                                                                                                                     
##                                                                                                                                                                                                                                                                                                                              
##    feel_therm_black           Pearson's r    -0.058133           0.245476                   0.668149             0.751643             0.225482        0.473770                  0.834216                   —                                                                                                                 
##                               df                   102                102                        102                  102                  102             102                       102                   —                                                                                                                 
##                               p-value         0.557756           0.012016                  < .000001            < .000001             0.021369       < .000001                 < .000001                   —                                                                                                                 
##                                                                                                                                                                                                                                                                                                                              
##    feel_therm_white           Pearson's r     0.070416           0.119366                   0.320000             0.228685             0.580436        0.115642                  0.505422            0.386117                   —                                                                                             
##                               df                   102                102                        102                  102                  102             102                       102                 102                   —                                                                                             
##                               p-value         0.477513           0.227469                   0.000928             0.019544            < .000001        0.242407                 < .000001            0.000052                   —                                                                                             
##                                                                                                                                                                                                                                                                                                                              
##    atma                       Pearson's r    -0.058803          -0.132166                   0.158942             0.215898             0.097541        0.159239                  0.191035            0.216393            0.073108            —                                                                                
##                               df                   102                102                        102                  102                  102             102                       102                 102                 102            —                                                                                
##                               p-value         0.553221           0.181086                   0.107056             0.027725             0.324598        0.106392                  0.052069            0.027361            0.460798            —                                                                                
##                                                                                                                                                                                                                                                                                                                              
##    authen                     Pearson's r     0.018469           0.139011                   0.265551             0.289673             0.215747        0.300317                  0.214415            0.230163            0.173668     0.294040            —                                                                   
##                               df                   102                102                        102                  102                  102             102                       102                 102                 102          102            —                                                                   
##                               p-value         0.852375           0.159325                   0.006440             0.002858             0.027837        0.001952                  0.028840            0.018749            0.077885     0.002448            —                                                                   
##                                                                                                                                                                                                                                                                                                                              
##    whitemulti_trust_dif       Pearson's r    -0.037658          -0.149637                  -0.200556            -0.319783             0.159907       -0.368397                 -0.306068           -0.346479            0.090038    -0.067415    -0.158636                       —                                           
##                               df                   102                102                        102                  102                  102             102                       102                 102                 102          102          102                       —                                           
##                               p-value         0.704297           0.129491                   0.041217             0.000936             0.104914        0.000119                  0.001579            0.000315            0.363372     0.496527     0.107741                       —                                           
##                                                                                                                                                                                                                                                                                                                              
##    White                      Pearson's r     0.033169          -0.052190                   0.128677             0.070227             0.339966       -0.097113                 -0.045989           -0.047938            0.196208     0.062724     0.056618                0.392143            —                              
##                               df                   102                102                        102                  102                  102             102                       102                 102                 102          102          102                     102            —                              
##                               p-value         0.738179           0.598773                   0.192982             0.478701             0.000414        0.326736                  0.642956            0.628926            0.045912     0.527022     0.568089                0.000038            —                              
##                                                                                                                                                                                                                                                                                                                              
##    Multiracial                Pearson's r     0.062044           0.059387                   0.281635             0.311797             0.225614        0.178122                  0.183276            0.211668            0.131904     0.114474     0.176829               -0.352762     0.722433              —               
##                               df                   102                102                        102                  102                  102             102                       102                 102                 102          102          102                     102          102              —               
##                               p-value         0.531520           0.549282                   0.003776             0.001273             0.021291        0.070445                  0.062565            0.031005            0.181961     0.247226     0.072544                0.000240    < .000001              —               
##                                                                                                                                                                                                                                                                                                                              
##    Black                      Pearson's r     0.056440           0.106883                   0.301496             0.404736             0.055989        0.367524                  0.258879            0.306030           -0.080820     0.302870     0.302442               -0.360153     0.361503       0.638423           —   
##                               df                   102                102                        102                  102                  102             102                       102                 102                 102          102          102                     102          102            102           —   
##                               p-value         0.569305           0.280178                   0.001869             0.000020             0.572402        0.000124                  0.007965            0.001581            0.414742     0.001777     0.001806                0.000173     0.000163      < .000001           —   
##  ───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────

Examining implicit attitudes as a mediator for explicit attitudes

It appears that the white/multiracial trust difference score independently predicts both the trust thermometer and the feeling thermometer ### Trust Survey

## lavaan 0.6.15 ended normally after 20 iterations
## 
##   Estimator                                         ML
##   Optimization method                           NLMINB
##   Number of model parameters                         7
## 
##                                                   Used       Total
##   Number of observations                           296         297
## 
## Model Test User Model:
##                                                       
##   Test statistic                                 0.000
##   Degrees of freedom                                 0
## 
## Model Test Baseline Model:
## 
##   Test statistic                                12.085
##   Degrees of freedom                                 3
##   P-value                                        0.007
## 
## User Model versus Baseline Model:
## 
##   Comparative Fit Index (CFI)                    1.000
##   Tucker-Lewis Index (TLI)                       1.000
## 
## Loglikelihood and Information Criteria:
## 
##   Loglikelihood user model (H0)               -510.338
##   Loglikelihood unrestricted model (H1)       -510.338
##                                                       
##   Akaike (AIC)                                1034.675
##   Bayesian (BIC)                              1060.508
##   Sample-size adjusted Bayesian (SABIC)       1038.309
## 
## Root Mean Square Error of Approximation:
## 
##   RMSEA                                          0.000
##   90 Percent confidence interval - lower         0.000
##   90 Percent confidence interval - upper         0.000
##   P-value H_0: RMSEA <= 0.050                       NA
##   P-value H_0: RMSEA >= 0.080                       NA
## 
## Standardized Root Mean Square Residual:
## 
##   SRMR                                           0.000
## 
## Parameter Estimates:
## 
##   Standard errors                            Bootstrap
##   Number of requested bootstrap draws              500
##   Number of successful bootstrap draws             500
## 
## Regressions:
##                          Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##   trust_survey ~                                                              
##     fluidity   (c)          0.067    0.060    1.116    0.265   -0.058    0.192
##   whitemulti_trust_dif ~                                                      
##     fluidity   (a)         -0.014    0.030   -0.461    0.645   -0.077    0.043
##   trust_survey ~                                                              
##     whtmlt_tr_ (b)         -0.389    0.128   -3.034    0.002   -0.644   -0.146
##    Std.lv  Std.all
##                   
##     0.067    0.065
##                   
##    -0.014   -0.028
##                   
##    -0.389   -0.185
## 
## Intercepts:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##    .trust_survey      4.549    0.265   17.166    0.000    4.025    5.132
##    .whtmlt_trst_df    0.089    0.132    0.673    0.501   -0.153    0.357
##    Std.lv  Std.all
##     4.549    5.426
##     0.089    0.223
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##    .trust_survey      0.675    0.041   16.319    0.000    0.579    0.750
##    .whtmlt_trst_df    0.160    0.018    8.668    0.000    0.127    0.203
##    Std.lv  Std.all
##     0.675    0.961
##     0.160    0.999
## 
## R-Square:
##                    Estimate
##     trust_survey      0.039
##     whtmlt_trst_df    0.001
## 
## Defined Parameters:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##     ab                0.005    0.012    0.446    0.655   -0.021    0.031
##     total             0.073    0.062    1.170    0.242   -0.052    0.198
##    Std.lv  Std.all
##     0.005    0.005
##     0.073    0.070

## [1] lhs      op       rhs      mi       epc      sepc.lv  sepc.all sepc.nox
## <0 rows> (or 0-length row.names)

Trust Thermometer

## lavaan 0.6.15 ended normally after 33 iterations
## 
##   Estimator                                         ML
##   Optimization method                           NLMINB
##   Number of model parameters                         7
## 
##                                                   Used       Total
##   Number of observations                           296         297
## 
## Model Test User Model:
##                                                       
##   Test statistic                                 0.000
##   Degrees of freedom                                 0
## 
## Model Test Baseline Model:
## 
##   Test statistic                                 6.753
##   Degrees of freedom                                 3
##   P-value                                        0.080
## 
## User Model versus Baseline Model:
## 
##   Comparative Fit Index (CFI)                    1.000
##   Tucker-Lewis Index (TLI)                       1.000
## 
## Loglikelihood and Information Criteria:
## 
##   Loglikelihood user model (H0)              -1429.332
##   Loglikelihood unrestricted model (H1)      -1429.332
##                                                       
##   Akaike (AIC)                                2872.665
##   Bayesian (BIC)                              2898.497
##   Sample-size adjusted Bayesian (SABIC)       2876.298
## 
## Root Mean Square Error of Approximation:
## 
##   RMSEA                                          0.000
##   90 Percent confidence interval - lower         0.000
##   90 Percent confidence interval - upper         0.000
##   P-value H_0: RMSEA <= 0.050                       NA
##   P-value H_0: RMSEA >= 0.080                       NA
## 
## Standardized Root Mean Square Residual:
## 
##   SRMR                                           0.000
## 
## Parameter Estimates:
## 
##   Standard errors                            Bootstrap
##   Number of requested bootstrap draws              500
##   Number of successful bootstrap draws             500
## 
## Regressions:
##                             Estimate  Std.Err  z-value  P(>|z|) ci.lower
##   trust_therm_multiracial ~                                             
##     fluidity   (c)             0.892    1.416    0.630    0.529   -1.962
##   whitemulti_trust_dif ~                                                
##     fluidity   (a)            -0.014    0.032   -0.430    0.667   -0.080
##   trust_therm_multiracial ~                                             
##     whtmlt_tr_ (b)            -6.551    2.682   -2.442    0.015  -11.458
##  ci.upper   Std.lv  Std.all
##                            
##     3.583    0.892    0.039
##                            
##     0.049   -0.014   -0.028
##                            
##    -1.077   -6.551   -0.141
## 
## Intercepts:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##    .trst_thrm_mltr   63.896    6.499    9.831    0.000   51.472   77.497
##    .whtmlt_trst_df    0.089    0.142    0.626    0.531   -0.186    0.378
##    Std.lv  Std.all
##    63.896    3.448
##     0.089    0.223
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##    .trst_thrm_mltr  335.944   22.724   14.784    0.000  285.718  375.413
##    .whtmlt_trst_df    0.160    0.018    8.663    0.000    0.127    0.198
##    Std.lv  Std.all
##   335.944    0.978
##     0.160    0.999
## 
## R-Square:
##                    Estimate
##     trst_thrm_mltr    0.022
##     whtmlt_trst_df    0.001
## 
## Defined Parameters:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##     ab                0.091    0.227    0.403    0.687   -0.392    0.563
##     total             0.983    1.414    0.695    0.487   -1.905    3.693
##    Std.lv  Std.all
##     0.091    0.004
##     0.983    0.043

## [1] lhs      op       rhs      mi       epc      sepc.lv  sepc.all sepc.nox
## <0 rows> (or 0-length row.names)

Attitudes towards multiracial adults

## lavaan 0.6.15 ended normally after 21 iterations
## 
##   Estimator                                         ML
##   Optimization method                           NLMINB
##   Number of model parameters                         7
## 
##                                                   Used       Total
##   Number of observations                           296         297
## 
## Model Test User Model:
##                                                       
##   Test statistic                                 0.000
##   Degrees of freedom                                 0
## 
## Model Test Baseline Model:
## 
##   Test statistic                                16.281
##   Degrees of freedom                                 3
##   P-value                                        0.001
## 
## User Model versus Baseline Model:
## 
##   Comparative Fit Index (CFI)                    1.000
##   Tucker-Lewis Index (TLI)                       1.000
## 
## Loglikelihood and Information Criteria:
## 
##   Loglikelihood user model (H0)               -251.651
##   Loglikelihood unrestricted model (H1)       -251.651
##                                                       
##   Akaike (AIC)                                 517.302
##   Bayesian (BIC)                               543.135
##   Sample-size adjusted Bayesian (SABIC)        520.936
## 
## Root Mean Square Error of Approximation:
## 
##   RMSEA                                          0.000
##   90 Percent confidence interval - lower         0.000
##   90 Percent confidence interval - upper         0.000
##   P-value H_0: RMSEA <= 0.050                       NA
##   P-value H_0: RMSEA >= 0.080                       NA
## 
## Standardized Root Mean Square Residual:
## 
##   SRMR                                           0.000
## 
## Parameter Estimates:
## 
##   Standard errors                            Bootstrap
##   Number of requested bootstrap draws              500
##   Number of successful bootstrap draws             500
## 
## Regressions:
##                          Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##   atma ~                                                                      
##     fluidity   (c)         -0.099    0.026   -3.837    0.000   -0.154   -0.054
##   whitemulti_trust_dif ~                                                      
##     fluidity   (a)         -0.014    0.031   -0.444    0.657   -0.079    0.044
##   atma ~                                                                      
##     whtmlt_tr_ (b)          0.029    0.054    0.547    0.584   -0.078    0.140
##    Std.lv  Std.all
##                   
##    -0.099   -0.226
##                   
##    -0.014   -0.028
##                   
##     0.029    0.033
## 
## Intercepts:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##    .atma              3.860    0.120   32.237    0.000    3.643    4.119
##    .whtmlt_trst_df    0.089    0.138    0.646    0.518   -0.166    0.384
##    Std.lv  Std.all
##     3.860   10.954
##     0.089    0.223
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##    .atma              0.118    0.009   13.466    0.000    0.099    0.134
##    .whtmlt_trst_df    0.160    0.019    8.596    0.000    0.126    0.201
##    Std.lv  Std.all
##     0.118    0.947
##     0.160    0.999
## 
## R-Square:
##                    Estimate
##     atma              0.053
##     whtmlt_trst_df    0.001
## 
## Defined Parameters:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##     ab               -0.000    0.002   -0.203    0.839   -0.006    0.004
##     total            -0.099    0.025   -3.893    0.000   -0.154   -0.054
##    Std.lv  Std.all
##    -0.000   -0.001
##    -0.099   -0.227

## [1] lhs      op       rhs      mi       epc      sepc.lv  sepc.all sepc.nox
## <0 rows> (or 0-length row.names)

Feeling thermometer

## lavaan 0.6.15 ended normally after 29 iterations
## 
##   Estimator                                         ML
##   Optimization method                           NLMINB
##   Number of model parameters                         7
## 
##                                                   Used       Total
##   Number of observations                           296         297
## 
## Model Test User Model:
##                                                       
##   Test statistic                                 0.000
##   Degrees of freedom                                 0
## 
## Model Test Baseline Model:
## 
##   Test statistic                                17.621
##   Degrees of freedom                                 3
##   P-value                                        0.001
## 
## User Model versus Baseline Model:
## 
##   Comparative Fit Index (CFI)                    1.000
##   Tucker-Lewis Index (TLI)                       1.000
## 
## Loglikelihood and Information Criteria:
## 
##   Loglikelihood user model (H0)              -1419.074
##   Loglikelihood unrestricted model (H1)      -1419.074
##                                                       
##   Akaike (AIC)                                2852.148
##   Bayesian (BIC)                              2877.981
##   Sample-size adjusted Bayesian (SABIC)       2855.781
## 
## Root Mean Square Error of Approximation:
## 
##   RMSEA                                          0.000
##   90 Percent confidence interval - lower         0.000
##   90 Percent confidence interval - upper         0.000
##   P-value H_0: RMSEA <= 0.050                       NA
##   P-value H_0: RMSEA >= 0.080                       NA
## 
## Standardized Root Mean Square Residual:
## 
##   SRMR                                           0.000
## 
## Parameter Estimates:
## 
##   Standard errors                            Bootstrap
##   Number of requested bootstrap draws              500
##   Number of successful bootstrap draws             500
## 
## Regressions:
##                            Estimate  Std.Err  z-value  P(>|z|) ci.lower
##   feel_therm_multiracial ~                                             
##     fluidity   (c)            2.383    1.277    1.867    0.062   -0.178
##   whitemulti_trust_dif ~                                               
##     fluidity   (a)           -0.014    0.031   -0.446    0.655   -0.078
##   feel_therm_multiracial ~                                             
##     whtmlt_tr_ (b)           -9.640    2.587   -3.726    0.000  -14.832
##  ci.upper   Std.lv  Std.all
##                            
##     4.991    2.383    0.106
##                            
##     0.046   -0.014   -0.028
##                            
##    -4.605   -9.640   -0.211
## 
## Intercepts:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##    .fl_thrm_mltrcl   59.307    5.771   10.277    0.000   48.011   70.711
##    .whtmlt_trst_df    0.089    0.136    0.653    0.514   -0.166    0.371
##    Std.lv  Std.all
##    59.307    3.253
##     0.089    0.223
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##    .fl_thrm_mltrcl  313.447   18.289   17.139    0.000  272.987  344.831
##    .whtmlt_trst_df    0.160    0.019    8.582    0.000    0.125    0.196
##    Std.lv  Std.all
##   313.447    0.943
##     0.160    0.999
## 
## R-Square:
##                    Estimate
##     fl_thrm_mltrcl    0.057
##     whtmlt_trst_df    0.001
## 
## Defined Parameters:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##     ab                0.134    0.302    0.445    0.656   -0.491    0.715
##     total             2.518    1.329    1.894    0.058   -0.104    5.122
##    Std.lv  Std.all
##     0.134    0.006
##     2.518    0.111

## [1] lhs      op       rhs      mi       epc      sepc.lv  sepc.all sepc.nox
## <0 rows> (or 0-length row.names)

Authenticity

## lavaan 0.6.15 ended normally after 24 iterations
## 
##   Estimator                                         ML
##   Optimization method                           NLMINB
##   Number of model parameters                         7
## 
##                                                   Used       Total
##   Number of observations                           296         297
## 
## Model Test User Model:
##                                                       
##   Test statistic                                 0.000
##   Degrees of freedom                                 0
## 
## Model Test Baseline Model:
## 
##   Test statistic                                 1.276
##   Degrees of freedom                                 3
##   P-value                                        0.735
## 
## User Model versus Baseline Model:
## 
##   Comparative Fit Index (CFI)                    1.000
##   Tucker-Lewis Index (TLI)                       1.000
## 
## Loglikelihood and Information Criteria:
## 
##   Loglikelihood user model (H0)               -550.766
##   Loglikelihood unrestricted model (H1)       -550.766
##                                                       
##   Akaike (AIC)                                1115.532
##   Bayesian (BIC)                              1141.364
##   Sample-size adjusted Bayesian (SABIC)       1119.165
## 
## Root Mean Square Error of Approximation:
## 
##   RMSEA                                          0.000
##   90 Percent confidence interval - lower         0.000
##   90 Percent confidence interval - upper         0.000
##   P-value H_0: RMSEA <= 0.050                       NA
##   P-value H_0: RMSEA >= 0.080                       NA
## 
## Standardized Root Mean Square Residual:
## 
##   SRMR                                           0.000
## 
## Parameter Estimates:
## 
##   Standard errors                            Bootstrap
##   Number of requested bootstrap draws              500
##   Number of successful bootstrap draws             500
## 
## Regressions:
##                          Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##   authen ~                                                                    
##     fluidity   (c)          0.018    0.072    0.256    0.798   -0.123    0.165
##   whitemulti_trust_dif ~                                                      
##     fluidity   (a)         -0.014    0.032   -0.438    0.662   -0.074    0.051
##   authen ~                                                                    
##     whtmlt_tr_ (b)         -0.134    0.147   -0.910    0.363   -0.423    0.168
##    Std.lv  Std.all
##                   
##     0.018    0.016
##                   
##    -0.014   -0.028
##                   
##    -0.134   -0.057
## 
## Intercepts:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##    .authen            5.001    0.325   15.385    0.000    4.342    5.641
##    .whtmlt_trst_df    0.089    0.138    0.647    0.518   -0.182    0.358
##    Std.lv  Std.all
##     5.001    5.300
##     0.089    0.223
## 
## Variances:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##    .authen            0.888    0.060   14.905    0.000    0.763    0.995
##    .whtmlt_trst_df    0.160    0.019    8.445    0.000    0.121    0.198
##    Std.lv  Std.all
##     0.888    0.996
##     0.160    0.999
## 
## R-Square:
##                    Estimate
##     authen            0.004
##     whtmlt_trst_df    0.001
## 
## Defined Parameters:
##                    Estimate  Std.Err  z-value  P(>|z|) ci.lower ci.upper
##     ab                0.002    0.006    0.295    0.768   -0.012    0.015
##     total             0.020    0.071    0.283    0.777   -0.122    0.164
##    Std.lv  Std.all
##     0.002    0.002
##     0.020    0.017

## [1] lhs      op       rhs      mi       epc      sepc.lv  sepc.all sepc.nox
## <0 rows> (or 0-length row.names)