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Spatial Quantile Regression In Analysis Of Healthy Life Years In The European Union Countries

Abstract

The paper investigates the impact of the selected factors on the healthy life years of men and women in the EU countries. The multiple quantile spatial autoregression models are used in order to account for substantial differences in the healthy life years and life quality across the EU members. Quantile regression allows studying dependencies between variables in different quantiles of the response distribution. Moreover, this statistical tool is robust against violations of the classical regression assumption about the distribution of the error term. Parameters of the models were estimated using instrumental variable method (Kim, Muller 2004), whereas the confidence intervals and p-values were bootstrapped.

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Spatial Diversification Of Living Standards In The Former Communist Countries Of Central And Eastern Europe And The Balkans / Analiza Zróżnicowania Przestrzennego Poziomu Życia w Krajach Postkomunistycznych Europy Środkowo- Wschodniej I Na Bałkanach

Abstract

The aim of this paper is to present the results of research on the variation in the standard of living and quality of life of the inhabitants of Central and Eastern European and the Balkan countries previously belonging to the Soviet sphere of influence. Nineteen post-communist countries were selected for this research, including: seven from the group of post-socialist countries, seven post-Soviet countries, and five from former Yugoslavia. The research procedure adopted involved static (comparative analysis of life quality indexes - Quality of Life Index (QLI) and Human Development Index (HDI) and dynamic (assessment of standard of living based on synthetic taxonomic measures for the years 2007 and 2012) data analysis. The findings indicate a significant variation in the living standards among the inhabitants of post-communist countries. Depending on the scope and accuracy of the quality life measures used, the countries’ ranking positions show a slight variation, though in all cases similar trends are noticeable. The countries of former Czechoslovakia (the Czech and the Slovak Republics) show the highest standard of living. Other countries belonging to the EU also ranked relatively high. Such Balkan states as Albania, Moldova, Bosnia and Herzegovina ranked poorly. The results of multidimensional analysis confirmed these findings and, moreover, allowed for the determination of the trends in living conditions in particular countries. In 2007 a higher-than-average standard of living was identified in nine countries, whereas in 2012 this was the case for 10 countries. As compared to 2007, GDP growth was observed in 16 countries, as well as improvements in health care (increases in health care outlays) and increases in the number of Internet users. However, some phenomena may be disturbing - the rise in unemployment (16 countries), decline in population growth (9 countries) and growing inflation (7 countries).

To recapitulate, the standard of living enjoyed by the population of postcommunist countries is gradually improving, though the pace of changes and trends vary across those countries. What’s more, the results show that with the exception of those countries which are EU members, belonging to specific groups of post-communist countries (post-socialist, post-Soviet and former Yugoslavia) does not affect significantly their populations’ standard of living and quality of life.

Open access