Measurement and Analysis of Child Well-Being in Middle and High Income Countries
Starting from the recent UNICEF publications on child poverty in the developed countries, which received a wide audience in the political and scientific world, in this paper we further analyze the UNICEF study data base and present three composite indices that are multidimensional and quantitative m...
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doaj-c125d4ebb95b45918e23ff79e82ee44c2020-11-24T21:37:06ZengUniversità Carlo Cattaneo LIUCThe European Journal of Comparative Economics1824-29792008-12-0152187249Measurement and Analysis of Child Well-Being in Middle and High Income CountriesAlmas HeshmatiArno TauschChemen S. J. BajalanStarting from the recent UNICEF publications on child poverty in the developed countries, which received a wide audience in the political and scientific world, in this paper we further analyze the UNICEF study data base and present three composite indices that are multidimensional and quantitative measures of child well-being. While the original UNICEF studies simply added together the ranks on different measurement scales, we present a much more sophisticated approach, with the first of our indicators being a non-parametric measure, while the remaining two are parametric. In the non-parametric index of child welfare, the well-being indicators are given the same weights in their aggregation to form different components from which an overall index is being constructed. Two different forms of the parametric index are estimated by using principal component analysis. The first model uses a pool of all indicators without classification of the indicators by type of well-being, while the second model estimates first the sub-components separately and then uses the share of variance explained by each principal component to compute the weighted average of each component and their aggregation into an index of overall child well-being. The indices indicate which countries have the best system of child welfare and show how child well-being varies across countries and regions. The indices are composed of six well-being components including material, health and safety, educational well-being, family and peer relationships, behaviours and risks and subjective well-being. Each of the components is generated from a number of well-being sub-indicators.http://eaces.liuc.it/18242979200802/182429792008050203.pdfchild well-beingmultidimensional indexprincipal componentchild povertychild outcomesOECD |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Almas Heshmati Arno Tausch Chemen S. J. Bajalan |
spellingShingle |
Almas Heshmati Arno Tausch Chemen S. J. Bajalan Measurement and Analysis of Child Well-Being in Middle and High Income Countries The European Journal of Comparative Economics child well-being multidimensional index principal component child poverty child outcomes OECD |
author_facet |
Almas Heshmati Arno Tausch Chemen S. J. Bajalan |
author_sort |
Almas Heshmati |
title |
Measurement and Analysis of Child Well-Being in Middle and High Income Countries |
title_short |
Measurement and Analysis of Child Well-Being in Middle and High Income Countries |
title_full |
Measurement and Analysis of Child Well-Being in Middle and High Income Countries |
title_fullStr |
Measurement and Analysis of Child Well-Being in Middle and High Income Countries |
title_full_unstemmed |
Measurement and Analysis of Child Well-Being in Middle and High Income Countries |
title_sort |
measurement and analysis of child well-being in middle and high income countries |
publisher |
Università Carlo Cattaneo LIUC |
series |
The European Journal of Comparative Economics |
issn |
1824-2979 |
publishDate |
2008-12-01 |
description |
Starting from the recent UNICEF publications on child poverty in the developed countries, which received a wide audience in the political and scientific world, in this paper we further analyze the UNICEF study data base and present three composite indices that are multidimensional and quantitative measures of child well-being. While the original UNICEF studies simply added together the ranks on different measurement scales, we present a much more sophisticated approach, with the first of our indicators being a non-parametric measure, while the remaining two are parametric. In the non-parametric index of child welfare, the well-being indicators are given the same weights in their aggregation to form different components from which an overall index is being constructed. Two different forms of the parametric index are estimated by using principal component analysis. The first model uses a pool of all indicators without classification of the indicators by type of well-being, while the second model estimates first the sub-components separately and then uses the share of variance explained by each principal component to compute the weighted average of each component and their aggregation into an index of overall child well-being. The indices indicate which countries have the best system of child welfare and show how child well-being varies across countries and regions. The indices are composed of six well-being components including material, health and safety, educational well-being, family and peer relationships, behaviours and risks and subjective well-being. Each of the components is generated from a number of well-being sub-indicators. |
topic |
child well-being multidimensional index principal component child poverty child outcomes OECD |
url |
http://eaces.liuc.it/18242979200802/182429792008050203.pdf |
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AT almasheshmati measurementandanalysisofchildwellbeinginmiddleandhighincomecountries AT arnotausch measurementandanalysisofchildwellbeinginmiddleandhighincomecountries AT chemensjbajalan measurementandanalysisofchildwellbeinginmiddleandhighincomecountries |
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