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The influence of contextual and household factors on multidimensional poverty in rural Vietnam: A multilevel regression analysis

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  • Tran, Tuyen Quang
  • Thi Nguyen, Hoai Thu
  • Hoang, Quang Ngoc
  • Van Nguyen, Dinh

Abstract

Using a multilevel regression modeling technique, this paper examines the influence of contextual and household factors on multidimensional poverty in rural Vietnam. We find that unobservable characteristics at the province, district and commune levels account for about 28% and 25%, respectively, of the variation in multidimensional and income poverty risk. In addition, the study shows that several micro-factors, such as ethnicity, better education, social capital, nonfarm activities and public employment, play a key role in reducing both the likelihood of falling into poverty and the number of dimensions of deprivation. The risk of poverty is higher for households in remote communes and lower for those in communes with access to transportation and nonfarm jobs. At the macro-level, it was found that living in provinces with a higher level of economic development, greater population density, and more international integration increases the chances of households to escape both multidimensional and income poverty.

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  • Tran, Tuyen Quang & Thi Nguyen, Hoai Thu & Hoang, Quang Ngoc & Van Nguyen, Dinh, 2022. "The influence of contextual and household factors on multidimensional poverty in rural Vietnam: A multilevel regression analysis," International Review of Economics & Finance, Elsevier, vol. 78(C), pages 390-403.
    • Handle: RePEc:eee:reveco:v:78:y:2022:i:c:p:390-403
    DOI: 10.1016/j.iref.2021.12.012
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    as
    1. Du, Yang & Park, Albert & Wang, Sangui, 2005. "Migration and rural poverty in China," Journal of Comparative Economics, Elsevier, vol. 33(4), pages 688-709, December.
    2. John Ataguba & William M. Fonta & Hyacinth E. Ichoku, 2011. "The Determinants of Multidimensional Poverty in Nsukka, Nigeria," Working Papers PMMA 2011-13, PEP-PMMA.
    3. Ha Le & Cuong Nguyen & Tung Phung, 2015. "Multidimensional poverty: evidence from Vietnam," Economics Bulletin, AccessEcon, vol. 35(4), pages 2820-2831.
    4. Van Q. Tran & Sabina Alkire & Stephan Klasen, 2015. "Static and Dynamic Disparities between Monetary and Multidimensional Poverty Measurement: Evidence from Vietnam," Research on Economic Inequality, in: Measurement of Poverty, Deprivation, and Economic Mobility, volume 23, pages 249-281, Emerald Group Publishing Limited.
    5. Rashid Hassan & Patrick Birungi, 2011. "Social capital and poverty in Uganda," Development Southern Africa, Taylor & Francis Journals, vol. 28(1), pages 19-37.
    6. Heger, Martin Philipp & Zens, Gregor & Bangalore, Mook, 2020. "Land and poverty: the role of soil fertility and vegetation quality in poverty reduction," Environment and Development Economics, Cambridge University Press, vol. 25(4), pages 315-333, August.
    7. Sabina Alkire & Maria Santos, 2013. "A Multidimensional Approach: Poverty Measurement & Beyond," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 112(2), pages 239-257, June.
    8. Shatakshee Dhongde, 2020. "Multidimensional economic deprivation during the coronavirus pandemic: Early evidence from the United States," PLOS ONE, Public Library of Science, vol. 15(12), pages 1-15, December.
    9. Diego Battiston & Guillermo Cruces & Luis Lopez-Calva & Maria Lugo & Maria Santos, 2013. "Income and Beyond: Multidimensional Poverty in Six Latin American Countries," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 112(2), pages 291-314, June.
    10. Sebastian Levine & James Muwonge & Y�l� Maweki Batana, 2014. "A Robust Multi-dimensional Poverty Profile for Uganda," Journal of Human Development and Capabilities, Taylor & Francis Journals, vol. 15(4), pages 369-390, November.
    11. Long Giang & Cuong Nguyen & Anh Tran, 2017. "Does PAPI monitoring improve local governance? Evidence from a natural experiment in Vietnam," International Journal of Development Issues, Emerald Group Publishing Limited, vol. 16(1), pages 85-106, April.
    12. Hoang, Trung X. & Pham, Cong S. & Ulubaşoğlu, Mehmet A., 2014. "Non-Farm Activity, Household Expenditure, and Poverty Reduction in Rural Vietnam: 2002–2008," World Development, Elsevier, vol. 64(C), pages 554-568.
    13. Qi, Di & Wu, Yichao, 2015. "A multidimensional child poverty index in China," Children and Youth Services Review, Elsevier, vol. 57(C), pages 159-170.
    14. Chao, Chi-Chur & Nabin, Munirul & Nguyen, Xuan & Sgro, Pasquale M., 2016. "Wage inequality and welfare in developing countries: Privatization and reforms in the short and long run," International Review of Economics & Finance, Elsevier, vol. 42(C), pages 474-483.
    15. Dorota Weziak-Bialowolska, 2016. "Spatial Variation in EU Poverty with Respect to Health, Education and Living Standards," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 125(2), pages 451-479, January.
    16. Leu, Chao-Hsien & Chen, Ke-Mei & Chen, Hsiu-Hui, 2016. "A multidimensional approach to child poverty in Taiwan," Children and Youth Services Review, Elsevier, vol. 66(C), pages 35-44.
    17. Jiantuo Yu, 2013. "Multidimensional Poverty in China: Findings Based on the CHNS," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 112(2), pages 315-336, June.
    18. Tuyen Quang Tran & Son Hong Nguyen & Huong Van Vu & Viet Quoc Nguyen, 2015. "A note on poverty among ethnic minorities in the Northwest region of Vietnam," Post-Communist Economies, Taylor & Francis Journals, vol. 27(2), pages 268-281, June.
    19. Sen, Amartya K, 1976. "Poverty: An Ordinal Approach to Measurement," Econometrica, Econometric Society, vol. 44(2), pages 219-231, March.
    20. Buddelmeyer, Hielke & Cai, Lixin, 2009. "Interrelated Dynamics of Health and Poverty in Australia," IZA Discussion Papers 4602, Institute of Labor Economics (IZA).
    21. Poulomi Roy & Soma Ray & Sushil Kumar Haldar, 2019. "Socio-economic Determinants of Multidimensional Poverty in Rural West Bengal: A Household Level Analysis," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 17(3), pages 603-622, September.
    22. Cuong Viet Nguyen & Tuyen Quang Tran & Huong Vu, 2017. "Ethnic Minorities in Northern Mountains of Vietnam: Employment, Poverty and Income," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 134(1), pages 93-115, October.
    23. Alkire, Sabina & Foster, James, 2011. "Counting and multidimensional poverty measurement," Journal of Public Economics, Elsevier, vol. 95(7), pages 476-487.
    24. Yélé Batana, 2013. "Multidimensional Measurement of Poverty Among Women in Sub-Saharan Africa," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 112(2), pages 337-362, June.
    25. Sabina Alkire & James E. Foster & Suman Seth & Maria Emma Santos & Jose M. Roche & Paola Ballon, 2015. "Multidimensional Poverty Measurement and Analysis: Chapter 3 - Overview of Methods for Multidimensional Poverty Assessment," OPHI Working Papers 84, Queen Elizabeth House, University of Oxford.
    26. Anh Thu Quang Pham & Pundarik Mukhopadhaya & Ha Vu, 2020. "Targeting Administrative Regions for Multidimensional Poverty Alleviation: A Study on Vietnam," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 150(1), pages 143-189, July.
    27. Lipton, Michael & Ravallion, Martin, 1995. "Poverty and policy," Handbook of Development Economics, in: Hollis Chenery & T.N. Srinivasan (ed.), Handbook of Development Economics, edition 1, volume 3, chapter 41, pages 2551-2657, Elsevier.
    28. Ke-Mei Chen & Te-Mu Wang, 2015. "Determinants of Poverty Status in Taiwan: A Multilevel Approach," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 123(2), pages 371-389, September.
    29. Ke-Mei Chen & Chao-Hsien Leu & Te-Mu Wang, 2019. "Measurement and Determinants of Multidimensional Poverty: Evidence from Taiwan," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 145(2), pages 459-478, September.
    30. Thanh-Tung Nguyen & Trung Thanh Nguyen & Ulrike Grote, 2020. "Credit and Ethnic Consumption Inequality in the Central Highlands of Vietnam," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 148(1), pages 143-172, February.
    31. Mitra, Sophie & Posarac, Aleksandra & Vick, Brandon, 2013. "Disability and Poverty in Developing Countries: A Multidimensional Study," World Development, Elsevier, vol. 41(C), pages 1-18.
    32. Van Q. Tran & Sabina Alkire & Stephan Klasen, 2015. "Static and Dynamic Disparities between Monetary and Multidimensional Poverty Measurement: Evidence from Vietnam," Research on Economic Inequality, in: Thesia I. Garner & Kathleen S. Short (ed.), Measurement of Poverty, Deprivation, and Economic Mobility, volume 23, pages 249-281, Emerald Publishing Ltd.
    33. Glewwe, Paul, 1991. "Investigating the determinants of household welfare in Cote d'Ivoire," Journal of Development Economics, Elsevier, vol. 35(2), pages 307-337, April.
    34. Quoc Hoang Dinh & Thomas Bernhard Dufhues & Gertrud Buchenrieder, 2012. "Do Connections Matter? Individual Social Capital and Credit Constraints in Vietnam," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 24(3), pages 337-358, July.
    35. 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.
    36. Dreze, Jean & Srinivasan, P. V., 1997. "Widowhood and poverty in rural India: Some inferences from household survey data," Journal of Development Economics, Elsevier, vol. 54(2), pages 217-234, December.
    37. Xin Meng & Robert Gregory & Guanhua Wan, 2007. "Urban Poverty In China And Its Contributing Factors, 1986–2000," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 53(1), pages 167-189, March.
    38. Ashley, Richard, 2008. "Growth may be good for the poor, but decline is disastrous: On the non-robustness of the Dollar-Kraay result," International Review of Economics & Finance, Elsevier, vol. 17(2), pages 333-338.
    39. Mustafa A. Rahman, 2013. "Household characteristics and poverty: a logistic regression analysis," Journal of Developing Areas, Tennessee State University, College of Business, vol. 47(1), pages 303-317, January-J.
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    Cited by:

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    2. Runqiao Zhang & Yawen He & Wenkai Cui & Ziwen Yang & Jingyu Ma & Haonan Xu & Duxian Feng, 2022. "Poverty-Returning Risk Monitoring and Analysis of the Registered Poor Households Based on BP Neural Network and Natural Breaks: A Case Study of Yunyang District, Hubei Province," Sustainability, MDPI, vol. 14(9), pages 1-18, April.
    3. Huanqi Luo & Yanfei Shu & Zhaoyang Cai, 2023. "Investigating the multidimensional relative poverty in China: Evidence from Nanling Yao ethnic group area," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(11), pages 12357-12370, November.
    4. Wenguang Zhang & Ting Lei & Yu Gong & Jun Zhang & Yirong Wu, 2022. "Using Explainable Artificial Intelligence to Identify Key Characteristics of Deep Poverty for Each Household," Sustainability, MDPI, vol. 14(16), pages 1-21, August.

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    More about this item

    Keywords

    Contextual factors; Multidimensional poverty; Multilevel modeling; International integration; Rural Vietnam;
    All these keywords.

    JEL classification:

    • C35 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions
    • I31 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - General Welfare, Well-Being
    • I32 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Measurement and Analysis of Poverty
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population

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