2004
DOI: 10.1007/s11135-004-5940-7
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A Latent Class Application to the Multidimensional Measurement of Poverty

Abstract: latent class, measurement theories, validity, reliability, multidimensional measurement, poverty measurement,

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Cited by 50 publications
(40 citation statements)
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“…The associations between a set of categorical variables, regarded as indicators of an unobserved typology, are accounted for by membership of a small number of latent classes. As Moisio (2004) notes, implicit in the notion of multidimensional measurement of social exclusion is the assumption that there is no one 'true' indicator of the underlying concept. Instead, we have a sample of indicators that tap different aspects of a complex phenomenon.…”
Section: Economic Stressmentioning
confidence: 99%
“…The associations between a set of categorical variables, regarded as indicators of an unobserved typology, are accounted for by membership of a small number of latent classes. As Moisio (2004) notes, implicit in the notion of multidimensional measurement of social exclusion is the assumption that there is no one 'true' indicator of the underlying concept. Instead, we have a sample of indicators that tap different aspects of a complex phenomenon.…”
Section: Economic Stressmentioning
confidence: 99%
“…The development of the modern measurement of poverty has undergone various notable stages (Moisio, 2001). Most of the measurement used to measure prosperity is a household's real income which is adapted to the difference in the size of family and demographic composition (Ravallion and Lokshin, 2000).…”
Section: E Measures Of Prosperitymentioning
confidence: 99%
“…There is now general recognition that income alone is inadequate as a measure of social inclusion or quality of life (QoL) (Ringen, 1988;Maître, Nolan and Whelan, 2006;Whelan, 2007;European Commission, 2010;European Commission, 2013;Stiglitz, Sen and Fitoussi, 2009). The multidimensional nature of poverty creates measurement challenges which have been an important focus of research (Moisio, 2004;Whelan and Maître, 2005;Whelan, Nolan and Maître, 2014;Kakwani and Silber, 2007). The academic and policy debates on such methodological approaches have highlighted a tension between the value of summary indices for communication to a wide audience and the potentially arbitrary nature of the decisions required in combining distinct dimensions.…”
Section: Introductionmentioning
confidence: 99%