Assessing the Effects of Various Socio-Economic and Health Indicators on HDI Country Categories

Özlem YORULMAZ
1.924 438

Abstract


The human development indicator (HDI) is based on three indicators: standard of living, life expectancy, and education level. Although being widely known and commonly used, the accuracy of the HDI has been criticized in the literature due to the inadequacy of its indicators. The present study uses 11 indicators to classify countries and compares the results by country groups against similar HDI ranked country groups. Furthermore, using multinomial logistic regression analysis, the effects of the 11 indicators on the country categories of HDI are investigated. The findings show that although the main cluster characteristics are similar to HDI categories, some differences exist  in the classification of countries. Health indicators have a striking effect on low HDI countries relative to high HDI countries. FDI inflows and CO2 emissions per capita are significant indicators for low and middle HDI relative to high HDI countries. However women’s involvement in parliament and work are not distinctive or effective indicators


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DOI: http://dx.doi.org/10.17093/aj.2016.4.1.5000171922

References


Agresti A., (2002). Categorical Data Analysis,John Wiley &Sons,New Jersey.

Akinci S., Kaynak E., Atilgan E.,Aksoy S.(2007). Where does the logistic regression analysis stand in marketing literature?A comparison of the Market Positioning of Prominent Journals, European Journal of Marketing. 41(5/6),537-567.

Antony GM, Visweswara Rao K, Balakrishna N.,(2001). Human Development Index: It’s Suitability for the Assessment of Health and Nutritional Status of Indian States, EPW, Bombay, India, 36 ,p. 2976-9.

Barreiro I.C, (2006). Human Development assessment through the Human-Scale Development approach, Ph-D Thesis, Universitat Politecnica De Catalunya.

Bedir S., Yilmaz,V.M., (2015). CO2 Emissions and human development in OECD countries: granger causality analysis with a panel data approach, Eurasian Economic Review,p:1-14,doi 10.1007/s40822-015-0037-2

Boutayeb A., Serghini M.(2006),Heath indicators and human development in the Arab region, Int. J. Health Geogr,5(61), doi: 10.1186/1476-072X-5-61

Costa L., Rybski D., Kropp J.P., (2011). A Human Development Framework for CO2 Reductions. PLoS ONE 6(12): e29262. doi:10.1371/journal.pone.0029262

Fukuda-Parr, S.,(2001). Indicators of Human Development and Human Rights-Overlaps, Differences… and What about the Human Development Index? Statistical Journal of the United Nations Economic Commission for Europe Vol. 18., 239-248

Hintze,NCSS User’s Guide I,NCSS, 2007 http://www.ncss.com/wpcontent/uploads/2012/09/NCSSUG1.pdf

Ledoleter, J. (2013),Data Mining and Business Analytics with R, John Wiley &Sons, New Jersey.

Lee K., Park, S., Knoshnood B., Hsieh KL., Mittendorf R., (1997).Human development index as a predictor of infant and maternal mortality rates. J.Pediatr., 131(3), 430-3.

Mooi E., and Sarstedt M., (2011).A Coincise Guide to Market Research, Springer-Verlag Berlin Heidelberg.

Njoh A.J., (2003). Urbanization and development in sub-Saharan Africa. Cities 20: 167–174

Öztürk, S.G., (2007). Classifying and predicting country types through development factors that influence economic, social, educational and health environments of countries,SWDI Proceedings papers S759, p.665-674.

Ranis, Stewart, Samman, (2006). Human Development: Beyond the Human Development Index, Journal of Human Development,7(3), p. 322-358.

Reiter S.L., Steensma H.K., (2010).Human Development and Foreign Direct Investment in Developing Counties: The Influence of FDI Policy and Corruption. World Development, 38(12), 1678-1691.

Saito M., (2003). Amartya Sen's Capability Approach to Education: A Critical Exploration. Journal of Philosophy of Education, 37: 17–33. doi: 10.1111/1467-9752.3701002

Self S., Grabowski R., (2003). How Effective is Public Health Expenditure in Improving Overall Health?A Cross-country Analysis, Applied Economics, 35,835-845.

Sen A., (1992). Inequality Reexamined, Russell Sage Foundation, New York.

Sharma B.,Gani A., (2004). "The Effects of Foreign Direct Investment on Human Development," Global Economy Journal, De Gruyter, 4(2), p. 1-20,

Sharma, S. D.,( 1997). Making the Human Development Index (HDI) gender-sensitive. Gender and Development Vol. 5, No 1., 60—61

Soubbotina T.P., Sheram K.,(2000). Beyond Economic Growth, The World Bank.

Srinivasan T.N., (1994). Human Development: A New Paradigm or Reinvention of the Wheel?, American Economic Review, 84(2), p. 238-243.

Stanton E. ,(2007). The Human Development Index: A history,working paper,University of Massachussetts Amherst, http://scholarworks.umass.edu/cgi/viewcontent.cgi?article=1101&context=peri_workingpapers

Tan P.N., Steinbach M., Kumar V., (2005).Introduction to Data Mining, Pearson, New York

United Nations Development Programme (UNDP), Human Development Report (1990).

United Nations Development Programme (UNDP), Human Development Report (2014).

Wolff H., Chong H. and Auffhammer M., (2010). Classification, detection and consequences of data error: evidence from the human development index’,

http://faculty.washington.edu/hgwolff/EJOnlineWebVersionofHDI_ Wolffetal2010.pdf