Data Review of the Human Development Index

This data review examines the Human Development Index (HDI), a composite indicator developed by the United Nations Development Programme (UNDP) to assess human development beyond economic growth through three dimensions: health, education, and standard of living. The HDI is calculated using life expectancy data from the UN Department of Economic and Social Affairs (UNDESA), education indicators from the UNESCO Institute for Statistics (UIS), and GNI per capita data from the World Bank and International Monetary Fund (IMF). Since 2010, the index has been based on a geometric mean to reduce the assumption of substitutability between dimensions. Despite its widespread use, scholars have criticised the HDI's fixed thresholds and limited scope, arguing that it overlooks factors such as empowerment and inequality. The review focuses on the HDI in general, and more specifically on data for 15 relevant countries covered by Discuss Data, including Armenia, Azerbaijan, Belarus, Estonia, Georgia, Kazakhstan, Kyrgyzstan, Latvia, Lithuania, Moldova, the Russian Federation, Tajikistan, Turkmenistan, Ukraine, and Uzbekistan. HDI data for these countries is available annually from 1990 or - for some counties later starting 1995, 2000 or 2005 - facilitating cross-national comparisons. However, for countries undergoing political or demographic transitions, such as Ukraine and Georgia, the HDI may obscure internal disparities and should be supplemented with more detailed indicators.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-04-16
DOI
https://doi.org/10.5281/zenodo.15228639
Primary Topic
Income, Poverty, and Inequality
Type
article
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article

Data Review of the Human Development Index

Zenodo (CERN European Organization for Nuclear Research)
Income, Poverty, and Inequality
article

Data Review of the Human Development Index

article en

Abstract

This data review examines the Human Development Index (HDI), a composite indicator developed by the United Nations Development Programme (UNDP) to assess human development beyond economic growth through three dimensions: health, education, and standard of living. The HDI is calculated using life expectancy data from the UN Department of Economic and Social Affairs (UNDESA), education indicators from the UNESCO Institute for Statistics (UIS), and GNI per capita data from the World Bank and International Monetary Fund (IMF). Since 2010, the index has been based on a geometric mean to reduce the assumption of substitutability between dimensions. Despite its widespread use, scholars have criticised the HDI's fixed thresholds and limited scope, arguing that it overlooks factors such as empowerment and inequality. The review focuses on the HDI in general, and more specifically on data for 15 relevant countries covered by Discuss Data, including Armenia, Azerbaijan, Belarus, Estonia, Georgia, Kazakhstan, Kyrgyzstan, Latvia, Lithuania, Moldova, the Russian Federation, Tajikistan, Turkmenistan, Ukraine, and Uzbekistan. HDI data for these countries is available annually from 1990 or - for some counties later starting 1995, 2000 or 2005 - facilitating cross-national comparisons. However, for countries undergoing political or demographic transitions, such as Ukraine and Georgia, the HDI may obscure internal disparities and should be supplemented with more detailed indicators.

Zenodo (CERN European Organization for Nuclear Research)
University of Bremen (DE)
Openalex Percentile: Top 46%
Income, Poverty, and Inequality
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Data Review of the Human Development Index · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS