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Multidimensional Poverty among Female Householders in Korea: Application of a Latent Class Model

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  • Su-Jung Nam

    (Department of Home Economics Education, College of Education; Jeonju University, Jeonju 560-759, Korea)

Abstract

In this work, we examine poverty among vulnerable Korean female householders using a multidimensional concept with six dimensions: money, health, housing, employment, human relations, and social security. Taking data from the “Korea Welfare Panel Study 2015” by the Korea Institute for Health and Social Affairs and the Welfare Research Institute of Seoul National University, we apply latent class analysis to assess poverty among female householders using the Mplus8 software. The poverty indicator correlations are examined with Cramer’s V, and the differences in individual characteristics are analyzed through X 2 and analysis of variance. The results show that the poor are composed of several groups with different characteristics. We divide the female householders into three main types, all likely to experience poverty in terms of money and employment. However, Type 1 shows a high probability of experiencing poverty in terms of money, employment, human relations, and health; when compared with Types 2 and 3, Type 1 poverty probability turns out to be higher for several indicators. Type 2 shows susceptibility to basic poverty, with a high probability of experiencing poverty in terms of money and employment. Lastly, Type 3 has a higher probability of health poverty than Types 1 and 2.

Suggested Citation

  • Su-Jung Nam, 2020. "Multidimensional Poverty among Female Householders in Korea: Application of a Latent Class Model," Sustainability, MDPI, vol. 12(2), pages 1-11, January.
  • Handle: RePEc:gam:jsusta:v:12:y:2020:i:2:p:701-:d:310253
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    1. Espinoza-Delgado, José & Klasen, Stephan, 2018. "Gender and multidimensional poverty in Nicaragua: An individual based approach," World Development, Elsevier, vol. 110(C), pages 466-491.
    2. Frey, Bruno S & Stutzer, Alois, 2000. "Happiness, Economy and Institutions," Economic Journal, Royal Economic Society, vol. 110(466), pages 918-938, October.
    3. Alkire, Sabina & Foster, James, 2011. "Counting and multidimensional poverty measurement," Journal of Public Economics, Elsevier, vol. 95(7-8), pages 476-487, August.
    4. Alkire, Sabina & Roche, José Manuel & Vaz, Ana, 2017. "Changes Over Time in Multidimensional Poverty: Methodology and Results for 34 Countries," World Development, Elsevier, vol. 94(C), pages 232-249.
    5. Henk Huisman, 2005. "Contextualising Chronic Exclusion: Female‐Headed Households In Semi‐Arid Zimbabwe," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 96(3), pages 253-263, July.
    6. David A. Clark & University of Manchester, 2005. "The Capability Approach: Its Development, Critiques and Recent Advances," Economics Series Working Papers GPRG-WPS-032, University of Oxford, Department of Economics.
    7. Kana Zeumo, Vivien & Tsoukiàs, Alexis & Somé, Blaise, 2014. "A new methodology for multidimensional poverty measurement based on the capability approach," Socio-Economic Planning Sciences, Elsevier, vol. 48(4), pages 273-289.
    8. Ge, Ting & Wang, Lin, 2019. "Multidimensional child poverty, social relationships and academic achievement of children in poor rural areas of China," Children and Youth Services Review, Elsevier, vol. 103(C), pages 209-217.
    9. Ingrid Robeyns, 2005. "The Capability Approach: a theoretical survey," Journal of Human Development and Capabilities, Taylor & Francis Journals, vol. 6(1), pages 93-117.
    10. Bruno S. Frey, 2018. "Economics of Happiness," SpringerBriefs in Economics, Springer, number 978-3-319-75807-7, June.
    11. Yang, Chih-Chien, 2006. "Evaluating latent class analysis models in qualitative phenotype identification," Computational Statistics & Data Analysis, Elsevier, vol. 50(4), pages 1090-1104, February.
    12. Caroline Dewilde, 2004. "The Multidimensional Measurement of Poverty in Belgium and Britain: A Categorical Approach," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 68(3), pages 331-369, September.
    13. William Jackson, 2005. "Capabilities, Culture and Social Structure," Review of Social Economy, Taylor & Francis Journals, vol. 63(1), pages 101-124.
    14. Hirotugu Akaike, 1987. "Factor analysis and AIC," Psychometrika, Springer;The Psychometric Society, vol. 52(3), pages 317-332, September.
    15. Sen, Amartya K, 1979. "Personal Utilities and Public Judgements: Or What's Wrong with Welfare Economics?," Economic Journal, Royal Economic Society, vol. 89(355), pages 537-558, September.
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