Measurement and Determinants of Multidimensional Poverty: Evidence from Taiwan
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Poverty is multifaceted. In this study, multiple data sources and analytical approaches were used to analyze multidimensional poverty profiles in Taiwan. The Alkire–Foster method and a multilevel modeling technique were applied to examine multidimensional poverty and multilevel factors, respectively. The resulting estimates of multidimensional poverty indicated disparate multidimensional poverty profiles for the four districts of Taiwan. This study’s findings on the multilevel determinants of multidimensional poverty demonstrate that the levels of multiple dimensions of deprivation vary across cities and counties according to microlevel factors including age, socioeconomic status, marital status, household income, and household size. At the macrolevel, level of urbanization and service-to-manufacturing ratio were found to significantly correlate with level of multidimensional poverty. Finally, the study presents the implications of these findings for antipoverty policy and provides suggestions for future research.
KeywordsMultidimensional poverty Deprivation Capability poverty Multilevel analysis Taiwan
This work was supported by the Ministry of Science and Technology in Taiwan (Grant Nos. MOST 104-2420-H-194-008-DR and MOST 107-2410-H-020-001-). The study used the data from the National Health Interview Survey Original Database provided by the Health Promotion Administration, Ministry of Health and Welfare, National Health Research Institutes and Food and Drug Administration, and the Ministry of Health and Welfare. Finally, we appreciate the anonymous reviewers for valuable comments.
- Alkire, S., & Apablaza, M. (2016). Multidimensional poverty in Europe 2006–2012: Illustrating a methodology (OPHI working paper 74). Retrieved from Oxford: http://ophi.org.uk/multidimensional-poverty-in-europe-2006-2012-illustrating-a-methodology/. Accessed 07 Apr 2019.
- Alkire, S., & Foster, J. (2007). Counting and multidimensional poverty measurement (OPHI working paper 7). Retrieved from Oxford: http://www.ophi.org.uk/working-paper-number-07/. Accessed 07 Apr 2019.
- Alkire, S., Foster, J. E., Seth, S., Santos, M. E., Roche, J. M., & Ballon, P. (2015a). The Alkire–Foster counting methodology. In S. Alkire, J. E. Foster, S. Seth, M. E. Santos, J. M. Roche, & P. Ballon (Eds.), Multidimensional poverty measurement and analysis (pp. 144–185). Oxford: Oxford University Press.Google Scholar
- Alkire, S., Foster, J. E., Seth, S., Santos, M. E., Roche, J. M., & Ballon, P. (2015b). Introduction. In S. Alkire, J. E. Foster, S. Seth, M. E. Santos, J. M. Roche, & P. Ballon (Eds.), Multidimensional poverty measurement and analysis (pp. 1–23). Oxford: Oxford University Press.Google Scholar
- Alkire, S., Foster, J. E., Seth, S., Santos, M. E., Roche, J. M., & Ballon, P. (2015c). Overview of methods for multidimensional poverty assessment. In S. Alkire, J. E. Foster, S. Seth, M. E. Santos, J. M. Roche, & P. Ballon (Eds.), Multidimensional poverty measurement and analysis (pp. 70–122). Oxford: Oxford University Press.Google Scholar
- Alkire, S., Foster, J. E., Seth, S., Santos, M. E., Roche, J. M., & Ballon, P. (2015d). Robustness analysis and statistical inference. In S. Alkire, J. E. Foster, S. Seth, M. E. Santos, J. M. Roche, & P. Ballon (Eds.), Multidimensional poverty measurement and analysis (pp. 233–255). Oxford: Oxford University Press.Google Scholar
- Alkire, S., & Roche, J. M. (2011). Beyond headcount: Measures that reflect the breadth and components of child poverty (OPHI working paper 45). Retrieved from Oxford: http://www.ophi.org.uk/new-approach-to-child-poverty/. Accessed 07 Apr 2019.
- Alkire, S., & Santos, M. E. (2010). Acute multidimensional poverty: A new index for developing countries (OPHI working paper 38). Retrieved from Oxford: http://www.ophi.org.uk/acute-multidimensional-poverty-a-new-index-for-developing-countries/. Accessed 07 Apr 2019.
- Bourguignon, F., & Chakravarty, S. R. (2009). Multidimensional poverty orderings: Theory and applications. In K. Basu & R. Kanbur (Eds.), Arguments for a better world: Essays in honor of Amartya Sen. Ethics, welfare, and measurement (Vol. I, pp. 337–362). Oxford: Oxford University Press.Google Scholar
- Cerioli, A., & Zani, S. (1990). A fuzzy approach to the measurement of poverty. In C. Dagum & M. Zenga (Eds.), Income and wealth distribution, inequality and poverty (pp. 272–284). Berlin; New York: Springer.Google Scholar
- Costa, M., & De Angelis, L. (2008). The multidimensional measurement of poverty: A fuzzy set approach. STATISTICA, 68(3/4), 303–319.Google Scholar
- D’Ambrosio, C., Deutsch, J., & Silber, J. (2011). Multidimensional approaches to poverty measurement: An empirical analysis of poverty in Belgium, France, Germany, Italy and Spain, based on the European panel. Applied Economics, 43(8), 951–961. https://doi.org/10.1080/00036840802600129.Google Scholar
- Duclos, J.-Y., Sahn, D. E., & Younger, S. D. (2006). Robust multidimensional poverty comparisons. The Economic Journal, 116(514), 943–968.Google Scholar
- European Commission. (2016). Air quality standards. Retrieved from http://www.ec.europa.eu/environment/air/quality/standards.htm. Accessed 07 Apr 2019.
- Foster, J. E., Greer, J., & Thorbecke, E. (1984). A class of decomposable poverty measures. Econometrica, 52(3), 761–766.Google Scholar
- Hong, M.-H. (2011). Should social welfare policy focus on income poverty or consumption poverty? Taiwanese Journal of Social Welfare, 10(1), 97–165.Google Scholar
- Hox, J. J. (2010). Multilevel analysis: Techniques and applications. New York and Hove: Taylor and Francis.Google Scholar
- Hox, J. J., & Maas, C. J. M. (2005). Multilevel analysis. In K. Kempf-Leonard (Ed.), Encyclopedia of social measurement (Vol. 2, pp. 785–793). San Diego, CA: Academic Press.Google Scholar
- Hsueh, C. T. (2004). Examining the feminization of poverty in Taiwan: A case of 1990s. Journal of Population Studies, 29, 95–121.Google Scholar
- Lee, S.-L., & Wang, T.-M. (2008). Multi-dimensional trends of child poverty in Taiwan: Application and decomposition of the SST index. NTU Social Work Review, 18, 191–230. (published in Chinese).Google Scholar
- Lee, Y.-J. (2011). The dynamics of social disadvantage cumulation: A case study of Taiwan. Social Policy & Social Work, 15(1), 39–90.Google Scholar
- Leu, C.-H. (1996). Gender differences in poverty. Journal of Social Sciences and Philosophy, 8(2), 221–256. (published in Chinese).Google Scholar
- Levine, S., Muwonge, J., & Batana, Y. M. (2012). A robust multidimensional poverty profile for Uganda (OPHI working paper 55). Retrieved from Oxford: http://www.ophi.org.uk/a-robust-multidimensional-poverty-profile-for-uganda/. Accessed 07 Apr 2019.
- Luke, D. A. (2004). Multilevel modeling. Thousand Oaks, CA: Sage.Google Scholar
- National Development Council. (2017). The National Development Plan 2017–2020. Taipei: National Development Council.Google Scholar
- Perry, B. (2002). The mismatch between income measures and direct outcome measures of poverty. Social Policy Journal of New Zealand, 19, 101–127.Google Scholar
- Raudenbush, S. W., & Bryk, A. S. (2002). Hierarchical linear models: Applications and data analysis methods. Thousand Oaks: Sage Publications.Google Scholar
- Santos, M. E., Villatoro, P., Mancero, X., & Gerstenfeld, P. (2015). A multidimensional poverty index for Latin America (OPHI working paper 79). Retrieved from Oxford: http://www.ophi.org.uk/a-multidimensional-poverty-index-for-latin-america/. Accessed 07 Apr 2019.
- Sanusi, M. M., Denis, D. M., Kumar, M., Kispotta, W., Bose, D. K., & Srivastava, S. K. (2015). Estimating multidimensional poverty and identifying poor households in Kano state. International Journal of Multidisciplinary Research and Development, 2(12), 148–157.Google Scholar
- Saunders, P. (2011). Down and out: Poverty and exclusion in Australia. Bristol: Policy Press.Google Scholar
- Sen, A. K. (1976). An ordinal approach to measurement. Econometrica, 44(2), 219–231.Google Scholar
- Spicker, P. (2007). Definitions of poverty: Twelve clusters of meaning. In P. Spicker, S. A. Leguizamon, & D. Gordon (Eds.), Poverty: An international glossary (2nd ed., pp. 229–243). London: Zed Books Ltd.Google Scholar
- Townsend, P. (1979). Poverty in the United Kingdom: A survey of household resources and standards of living. Berkeley: University Of California Press.Google Scholar
- Tseng, S. F., You, Y. C., & Ho, C. C. (2002). New economy, underemployment, and inadequate employment. Journal of Cyber Culture and Information Society, 3, 215–237.Google Scholar
- Wang, T.-M., Ho, H.-C., & Liu, Y.-L. (2008). The effects of income growth, economic inequality and changing family structure on poverty rates: A case study from 1990 to 2004. Taiwanese Journal of Social Welfare, 7(1), 29–63. (published in Chinese).Google Scholar
- Whelan, C. T., & Maître, B. (2010). Protecting the vulnerable: Poverty and social exclusion in Ireland as the economic crisis emerged. Economic and Social Review, 41(4), 501–525.Google Scholar