References

Aldowah, Hanan, Hosam Al-Samarraie, and Wan Mohamad Fauzy. 2019. “Educational Data Mining and Learning Analytics for 21st Century Higher Education: A Review and Synthesis.” Journal Article. Telematics and Informatics 37: 13–49. https://doi.org/https://doi.org/10.1016/j.tele.2019.01.007.

Bains, William. 2005. “How to Write up a Hypothesis: The Good, the Bad and the Ugly.” Journal Article. Medical Hypotheses 64 (4): 665–68. https://doi.org/https://doi.org/10.1016/j.mehy.2004.10.003.

Bennett, Randy Elliot. 2011. “Formative Assessment a Critical Review.” Journal Article. Assessment in Education Principles, Policy and Practice 18 (1): 5–25. https://doi.org/10.1080/0969594X.2010.513678.

Cooper, C. B., J. Dickinson, T. Phillips, and R. Bonney. 2007. “Citizen Science as a Tool for Conservation in Residential Ecosystems.” Journal Article. Ecology and Society 12: 11.

Grolemund, G., and H. Wickham. 2016. R for Data Science. Book. Canada: O’Reilly Media.

Hand, David J., Gordon Blunt, Mark G. Kelly, and Niall M. Adams. 2000. “Data Mining for Fun and Profit.” Journal Article. Statist. Sci. 15 (2): 111–31. https://doi.org/10.1214/ss/1009212753.

Harlen, Wynne, and Mary James. 1997. “Assessment and Learning Differences and Relationships Between Formative and Summative Assessment.” Journal Article. Assessment in Education Principles, Policy and Practice 4 (3): 365–79. https://doi.org/10.1080/0969594970040304.

Heidron, P. B. 2008. “Shedding Light on the Dark Data in the Long Tail of Science.” Journal Article. Library Trends 57: 280–99.

Hooshyar, Danial, Moslem Yousefi, and Heuiseok Lim. 2019. “A Systematic Review of Data-Driven Approaches in Player Modeling of Educational Games.” Journal Article. Artificial Intelligence Review 52 (3): 1997–2017. https://doi.org/10.1007/s10462-017-9609-8.

Kennedy, Kerry John, Jacqueline Kin Sang Chan, Ping Kwan Fok, and Wai Ming Yu. 2008. “Forms of Assessment and Their Potential for Enhancing Learning Conceptual and Cultural Issues.” Journal Article. Educational Research for Policy and Practice 7 (3): 197. https://doi.org/10.1007/s10671-008-9052-3.

LaPlaca, Peter, Adam Lindgreen, and Joëlle Vanhamme. 2018. “How to Write Really Good Articles for Premier Academic Journals.” Journal Article. Industrial Marketing Management 68: 202–9. https://doi.org/https://doi.org/10.1016/j.indmarman.2017.11.014.

Lortie, C. J., C. Vargas Poulsen, J. Brun, and L. Kui. 2022. “Tabular Strategies for Metadata in Ecology, Evolution, and the Environmental Sciences.” Journal Article. Ecology and Evolution 12: 8.

McKinley, Duncan C., Abe J. Miller-Rushing, Heidi L. Ballard, Rick Bonney, Hutch Brown, Susan C. Cook-Patton, Daniel M. Evans, et al. 2017. “Citizen Science Can Improve Conservation Science, Natural Resource Management, and Environmental Protection.” Journal Article. Biological Conservation 208: 15–28. https://doi.org/https://doi.org/10.1016/j.biocon.2016.05.015.

Reichman, O. J., Matthew B. Jones, and Mark P. Schildhauer. 2011. “Challenges and Opportunities of Open Data in Ecology.” Journal Article. Science 331 (6018): 703. https://doi.org/10.1126/science.1197962.

Ruxton, G. D., and N. Colgrave. 2018. Experimental Design for the Life Sciences. Book. Fourth. Oxford, UK: Oxford University Press.

Swan, Melanie. 2013. “The Quantified Self: Fundamental Disruption in Big Data Science and Biological Discovery.” Journal Article. Big Data 1 (2): 85–99. https://doi.org/10.1089/big.2012.0002.

Taras, Maddalena. 2005. “Assessment - Summative and Formative - Some Theoretical Reflections.” Journal Article. British Journal of Educational Studies 53 (4): 466–78. https://doi.org/10.1111/j.1467-8527.2005.00307.x.

Timmerman, Briana E. Crotwell, Denise C. Strickland, Robert L. Johnson, and John R. Payne. 2011. “Development of a ‘Universal’ Rubric for Assessing Undergraduates’ Scientific Reasoning Skills Using Scientific Writing.” Journal Article. Assessment and Evaluation in Higher Education 36 (5): 509–47. https://doi.org/10.1080/02602930903540991.

Whitson, J. R. 2013. “Gaming the Quantified Self.” Journal Article. Surveillance and Society 11: 163–76.

Wickham, H. 2014. “Tidy Data.” Journal Article. Journal of Statistical Software 59: 1–23.

Wilkinson, Carrie, Gordon Waitt, and Leah Gibbs. 2014. “Understanding Place as ‘Home’ and ‘Away’ Through Practices of Bird-Watching.” Journal Article. Australian Geographer 45 (2): 205–20. https://doi.org/10.1080/00049182.2014.899029.