Chapter 1 Introduction

The first edition of the IGI consisted of three pillars, namely economy, living conditions and equality (Barnat et al., n.d.) and was composed of 21 indicators, including one environmental indicator (carbon dioxide - CO\(_2\) emissions under pillar 2). This new, expanded IGI includes more equality metrics addressing gender inequality more broadly, and includes a new separate pillar dedicated to environmental issues. These were highlighted as potential development areas of the original index, and can now be addressed also due to progress with data availability for countries.

Current edition

2023: Release before the SDG Summit 2023

The current edition of the IGI is comprised of four pillars and 27 indicators. Indicators were selected as for the SDG Pulse 2022, however updated for new available data series such as when constant prices were rebased (GDP, poverty etc.).

Overview:

  • Number of countries: 129 economies

  • Number of pillars: 4 pillars

  • Number of indicators: 27 indicators

  • Years coverage:

    • Data collected, imputed and forecasted for the period 2000-2023
    • Index compiled only for one year - 2021

Pillars:

  • Pillar 1 – Economic growth

  • Pillar 2 - Living conditions

  • Pillar 3 – Equality

  • Pillar 4 - Environment

Table with pillars and indicators

Note: Names of indicators are taken as from their original sources

Pillar 1 Economic growth
Indicator 1.1 GDP per capita, PPP (constant 2017 international $)
Indicator 1.2 Adjusted net national income per capita (constant 2015 US $)
Indicator 1.3 Labour productivity - GDP per person employed (constant 2017 PPP USD)
Indicator 1.4 Employment to population ratio, 15+, total (%) (modeled ILO estimate)
Indicator 1.5 Electricity consumption/population (kWh per capita)
Indicator 1.6 Exports of goods and services (% of GDP)
Pillar 2 Living conditions
Indicator 2.1 Logistics performance index: Overall (1=low to 5=high)
Indicator 2.2 Fixed Internet broadband subscriptions per 100 people, units
Indicator 2.3 Under-five mortality rate (deaths per 1.000 live births)
Indicator 2.4 People using safely managed drinking water services (% of population)
Indicator 2.5 School enrollment, secondary (% gross)
Indicator 2.6 Coverage of essential health services
Indicator 2.7 Proportion of adults (15 years and older) with an account at a bank or other financial institution or with a mobile-money-service provider
Pillar 3 Equality
Indicator 3.1 Income concentration ratio (Gini index), units
Indicator 3.2 Poverty headcount ratio at 5.50 USD a day (2011 PPP) (% of population)
Indicator 3.3 School enrollment, secondary (gross), gender parity index (GPI)
Indicator 3.4 Ratio of female to male employment rate (modeled ILO estimate)
Indicator 3.5 Ratio of youth to adult employment rate (modeled ILO estimate)
Indicator 3.6 Gender parity in the number of seats held by women and men in national parliaments
Indicator 3.7 Ratio of female to male labour force participation rate (%) (ILO modeled estimate)
Indicator 3.8 Ratio of female age of first marriage to male age of first marriage
Indicator 3.9 Ratio of the share of wage and salaried workers in women’s employment to men’s employment
Indicator 3.10 Share of women’s service employment to total employment, raised to the power of the inverse of the Palma ratio
Pillar 4 Environment
Indicator 4.1 CO\(_2\) emissions (kg per PPP USD of GDP)
Indicator 4.2 Energy intensity level of primary energy (MJ/$2017 PPP GDP)
Indicator 4.3 Effeciency of water use (water productivity)
Indicator 4.4 Terrestrial protected areas (% of total land area)

Previous editions

2022: SDG Pulse

In the version developed in 2022 (UNCTAD 2022), the IGI consists of 27 baseline indicators, grouped in 4 pillars (economic growth, living conditions, equality and environment), building on the previous version of IGI (Barnat et al., n.d.).

The SDG Pulse 2022 chapter is available at: https://sdgpulse.unctad.org/inclusive-growth/

Overview:

  • Number of countries: 96 countries

  • Number of pillars: 4 pillars

  • Number of indicators: 27 indicators

  • Years coverage: 2009 and 2020

Pillars:

  • Pillar 1 – Economic growth

  • Pillar 2 - Living conditions

  • Pillar 3 – Equality

  • Pillar 4 - Environment

2019: Inclusive growth of the Eurasian Economic Union Member States

The first iteration of IGI consisted of three pillars, namely economy, living conditions and equality (UNCTAD and EEC 2019). It was composed of 21 indicators, including one environmental indicator (carbon dioxide - CO\(_2\) emissions under pillar 2).

All countries with complete information for at least one pillar’s indicators were included in the calculations. Consequently, analyses were based on data from 167, 131 and 90 countries for the first, the second and the third pillars, respectively. However, the final index was computed only for the 86 states with complete data available for all three pillars.

Overview:

  • Number of countries: 86 countries

  • Number of pillars: 3 pillars

  • Number of indicators: 21 indicators

  • Years coverage: 2019

Pillars:

  • Pillar 1 – Economic, composed of GDP and national income per capita, power consumption, employment and trade

  • Pillar 2 - Living conditions, composed of social and health conditions, logistics and finance, natural environment

  • Pillar 3 – Inequality, composed of measures of inequality in labour participation, income, school enrolment and political participation.

To do list

  • Methodology review to compile the index for panel data
  • Review of existing data sources to better fill data gaps
  • Review of existing data series to include additional indicators
  • Additional work on country metadata needed

References

Barnat, Nour, Steve MacFeely, Fernando Cantu, Anu Peltola, Anastasia Khazhgerieva, Andrey Panteleev, and Nikolay Ryabtsev. n.d. “Compiling an Inclusive Growth Index: Methodological Challenges, Considerations and Conclusions.” Statistical Journal of the IAOS, no. Preprint: 1–21.
UNCTAD. 2022. “SDG Pulse 2022: Stark Contrasts in Inclusive Growth – Progress Towards Equal Opportunities Needed Everywhere.” Geneva: UNCTAD; Available at https://sdgpulse.unctad.org/inclusive-growth/.
UNCTAD and EEC. 2019. “Inclusive Growth of the Eurasian Economic Union Member States: Assessments and Opportunities.” Geneva: UNCTAD and EEC; Available at http://www.eurasiancommission.org/ru/act/integr_i_makroec/dep_makroec_pol/Documents/Inclusive_growth_in_EAEU_Member.pdf.