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The Role of Economic and Political Features in Classification of Countries-in-Transition by Human Development Index

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  • Jani KINNUNEN
  • Armenia ANDRONICEANU
  • Irina GEORGESCU

Abstract

Typical classification research of the United Nations’ Human Development Index, HDI, has focused on its direct underlying sub-indices, i.e., Gross National Income, GNI, Education and Health. In this paper, economic and political systems within which the elements of HDI are created are under study. We use Bertelsmann Foundation’s qualitative data from period 2008-2016 on 124 countries-in-transition including features of market economy, democracy and governance. The purpose is to identify the most important economic and political features predicting the level of HDI and to compare the classification performances of the applied models: an artificial neural network, ANN, and a logistic regression. The multi-method approach is complemented by multiple correspondence analysis for descriptive analysis purposes. The main results and original contributions include proving the effectiveness of the ANN over the logistic regression and showing that the higher levels and specific individual factors of marked economy, governance and democracy, the higher the HDI.

Suggested Citation

  • Jani KINNUNEN & Armenia ANDRONICEANU & Irina GEORGESCU, 2019. "The Role of Economic and Political Features in Classification of Countries-in-Transition by Human Development Index," Informatica Economica, Academy of Economic Studies - Bucharest, Romania, vol. 23(4), pages 26-40.
    • Handle: RePEc:aes:infoec:v:23:y:2019:i:4:p:26-40
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    1. Berggren, Niclas & Nilsson, Therese, 2015. "Globalization and the transmission of social values: The case of tolerance," Journal of Comparative Economics, Elsevier, vol. 43(2), pages 371-389.
    2. Massimo Buscema & Pier Luigi Sacco & Guido Ferilli, 2016. "Multidimensional Similarities at a Global Scale: An Approach to Mapping Open Society Orientations," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 128(3), pages 1239-1258, September.
    3. Anna Bluszcz, 2018. "Conditions for Maintaining the Sustainable Development Level of EU Member States," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 139(2), pages 679-693, September.
    4. Vaidas Jurkevičius & Vaidas Jurkevičius & Yuliia Pokhodun, 2018. "The doctrine of apparent authority as a precondition for sustainable business," Entrepreneurship and Sustainability Issues, VsI Entrepreneurship and Sustainability Center, vol. 6(2), pages 649-661, December.
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