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Determinants of Rural-Urban Inequality in Vietnam: Detailed Decomposition Analyses Based on Unconditional Quantile Regressions

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  • Thanh P. Bui
  • Katsushi S. Imai

Abstract

This study examines determinants of the rural-urban gap of household welfare in Vietnam during 2008–2012 using national household data. We have used unconditional quantile regressions (UQR) to carry out quantile decomposition analyses to identify underlying causes for the rural-urban disparity across the entire distribution. Our analyses have overcome the limitations of Oaxaca-Blinder decomposition, namely, (i) decomposition is made only at mean and (ii) a dependent variable has a linear and parametric relationship with covariates. For these purposes, we have carried out detailed decomposition analyses and the UQR decomposition (N) combined with the reweighting technique. Our results show that basic education is beneficial to the rural poor and ethnic minorities in improving their living standards. Remittances generally improve rural welfare, but do not reduce within or between-inequality. Public policy should ensure easier access to education for the rural poor and support the self-employed to raise and stabilise income.

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  • Thanh P. Bui & Katsushi S. Imai, 2019. "Determinants of Rural-Urban Inequality in Vietnam: Detailed Decomposition Analyses Based on Unconditional Quantile Regressions," Journal of Development Studies, Taylor & Francis Journals, vol. 55(12), pages 2610-2625, December.
  • Handle: RePEc:taf:jdevst:v:55:y:2019:i:12:p:2610-2625
    DOI: 10.1080/00220388.2018.1536265
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    1. Phan, Diep & Coxhead, Ian, 2010. "Inter-provincial migration and inequality during Vietnam's transition," Journal of Development Economics, Elsevier, vol. 91(1), pages 100-112, January.
    2. Taylor, J. Edward & Mora, Jorge & Adams, Richard H., Jr. & Lopez-Feldman, Alejandro, 2005. "Remittances, Inequality and Poverty: Evidence from Rural Mexico," Working Papers 60287, University of California, Davis, Department of Agricultural and Resource Economics.
    3. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
    4. Stephen G. Donald & David A. Green & Harry J. Paarsch, 2000. "Differences in Wage Distributions Between Canada and the United States: An Application of a Flexible Estimator of Distribution Functions in the Presence of Covariates," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 67(4), pages 609-633.
    5. Nicole M. Fortin & Thomas Lemieux, 1998. "Rank Regressions, Wage Distributions, and the Gender Gap," Journal of Human Resources, University of Wisconsin Press, vol. 33(3), pages 610-643.
    6. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    7. José Mata & José A. F. Machado, 2005. "Counterfactual decomposition of changes in wage distributions using quantile regression," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(4), pages 445-465.
    8. Nguyen, Cuong & van den Berg, Marrit & Lensink, Robert, 2009. "The Impact of International Remittances on Income, Work Efforts, Poverty and Inequality: Evidence from Vietnam," MPRA Paper 50313, University Library of Munich, Germany.
    9. 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.
    10. Clément Imbert, 2013. "Decomposing the Labor Market Earnings Inequality: The Public and Private Sectors in Vietnam, 1993–2006," The World Bank Economic Review, World Bank, vol. 27(1), pages 55-79.
    11. Mundle, S. & Van Arkadie, B., 1997. "The Rural-Urban Transition in Viet Nam: Some Selected Issues," Papers 15, Asian Development Bank.
    12. Melly, Blaise, 2005. "Decomposition of differences in distribution using quantile regression," Labour Economics, Elsevier, vol. 12(4), pages 577-590, August.
    13. van de Walle, Dominique & Gunewardena, Dileni, 2001. "Sources of ethnic inequality in Viet Nam," Journal of Development Economics, Elsevier, vol. 65(1), pages 177-207, June.
    14. Takahashi, Kazushi, 2007. "Sources of Regional Income Disparity in Rural Vietnam: Oaxaca-Blinder Decomposition," IDE Discussion Papers 95, Institute of Developing Economies, Japan External Trade Organization(JETRO).
    15. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
    16. Nguyen, Binh T. & Albrecht, James W. & Vroman, Susan B. & Westbrook, M. Daniel, 2007. "A quantile regression decomposition of urban-rural inequality in Vietnam," Journal of Development Economics, Elsevier, vol. 83(2), pages 466-490, July.
    17. Isabell Koske & Jean-Marc Fournier & Isabelle Wanner, 2014. "The Distribution Of Labor Income," World Scientific Book Chapters, in: Peter Hoeller & Isabelle Joumard & Isabell Koske (ed.), Income Inequality in OECD Countries What are the Drivers and Policy Options?, chapter 3, pages 43-84, World Scientific Publishing Co. Pte. Ltd..
    18. Katsushi Imai & Raghav Gaiha & Woojin Kang, 2011. "Poverty, inequality and ethnic minorities in Vietnam," International Review of Applied Economics, Taylor & Francis Journals, vol. 25(3), pages 249-282.
    19. Sergio Firpo & Nicole M. Fortin & Thomas Lemieux, 2009. "Unconditional Quantile Regressions," Econometrica, Econometric Society, vol. 77(3), pages 953-973, May.
    20. Chi, Wei & Li, Bo, 2008. "Glass ceiling or sticky floor? Examining the gender earnings differential across the earnings distribution in urban China, 1987-2004," Journal of Comparative Economics, Elsevier, vol. 36(2), pages 243-263, June.
    21. Huong Thu Le & Alison L. Booth, 2014. "Inequality in Vietnamese Urban–Rural Living Standards, 1993–2006," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 60(4), pages 862-886, December.
    22. Bijan J. Borah & Anirban Basu, 2013. "Highlighting Differences Between Conditional And Unconditional Quantile Regression Approaches Through An Application To Assess Medication Adherence," Health Economics, John Wiley & Sons, Ltd., vol. 22(9), pages 1052-1070, September.
    23. Lanjouw, Jean O. & Lanjouw, Peter, 1995. "Rural nonfarm employment : a survey," Policy Research Working Paper Series 1463, The World Bank.
    24. Eric Fesselmeyer & Kien T. Le, 2010. "Urban‐biased Policies and the Increasing Rural–Urban Expenditure Gap in Vietnam in the 1990s," Asian Economic Journal, East Asian Economic Association, vol. 24(2), pages 161-178, June.
    25. Isabell Koske & Jean-Marc Fournier & Isabelle Wanner, 2012. "Less Income Inequality and More Growth – Are They Compatible? Part 2. The Distribution of Labour Income," OECD Economics Department Working Papers 925, OECD Publishing.
    26. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    27. Sophie Mitra & Michael Palmer & Daniel Mont & Nora Groce, 2016. "Can Households Cope with Health Shocks in Vietnam?," Health Economics, John Wiley & Sons, Ltd., vol. 25(7), pages 888-907, July.
    28. Adams, Richard H., Jr., 1991. "The effects of international remittances on poverty, inequality, and development in rural Egypt:," Research reports 86, International Food Policy Research Institute (IFPRI).
    29. Gabriela Inchauste & João Pedro Azevedo & B. Essama-Nssah & Sergio Olivieri & Trang Van Nguyen & Jaime Saavedra-Chanduvi & Hernan Winkler, 2014. "Understanding Changes in Poverty," World Bank Publications - Books, The World Bank Group, number 19445.
    30. Yoko Niimi & Barry Reilly, 2011. "Gender Differences In Remittance Behavior: Evidence From Vietnam," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 56(02), pages 215-237.
    31. F. Wouterse, 2010. "Remittances, Poverty, Inequality and Welfare: Evidence from the Central Plateau of Burkina Faso," Journal of Development Studies, Taylor & Francis Journals, vol. 46(4), pages 771-789.
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    2. Nguyen Tran Tuan & Gábor Hegedűs, 2022. "Urbanization and Post-Acquisition Livelihood in a Peri-Urban Context in Vietnam: A Geographical Comparison between Hanoi, Danang, and Vinh City," Land, MDPI, vol. 11(10), pages 1-17, October.
    3. Richard S.J. Tol & Yi Yiang, "undated". "Does green innovation crowd out other innovation of firms? - based on the extended CDM model and unconditional quantile regressions," Working Paper Series 0124, Department of Economics, University of Sussex Business School.
    4. Trinh, Tra Thi & Munro, Alistair, 2023. "Integrating a choice experiment into an agent-based model to simulate climate-change induced migration: The case of the Mekong River Delta, Vietnam," Journal of choice modelling, Elsevier, vol. 48(C).
    5. Linh Thuy Nguyen & Christopher Gan & Baiding Hu, 2021. "Why is Ethnic Minority Poverty Severe? The Case of Rural Vietnam," Asian Development Policy Review, Asian Economic and Social Society, vol. 9(3), pages 161-179.
    6. Gasparin, Marta & Green, William & Lilley, Simon & Quinn, Martin & Saren, Mike & Schinckus, Christophe, 2021. "Business as unusual: A business model for social innovation," Journal of Business Research, Elsevier, vol. 125(C), pages 698-709.
    7. Dang, Hai-Anh H & Dhongde, Shatakshee & Do, Minh N.N. & Nguyen, Cuong Viet & Pimhidzai, Obert, 2023. "Rapid Economic Growth but Rising Poverty Segregation: Will Vietnam Meet the SDGs for Equitable Development?," IZA Discussion Papers 15916, Institute of Labor Economics (IZA).
    8. Jonathan Haughton & Wendi Sun & Le Thi Thanh Loan, 2018. "Discrimination against Migrants in Urban Vietnam," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 24(3), pages 211-232, August.
    9. Romuald Foueka, 2020. "Analyse du différentiel de performances scolaires dans les pays PASEC sur la base de la régression quantile contrefactuelle," African Development Review, African Development Bank, vol. 32(4), pages 605-618, December.
    10. Hien, Nguyen Thi Thu, 2019. "Consequences of urban migration of adult children for the elderly left-behind in rural Vietnam," OSF Preprints zxyf8, Center for Open Science.
    11. Francis Andrianarison, 2023. "Human capital, infrastructure, and institutional quality: leapfrogging the spatial poverty gap," SN Business & Economics, Springer, vol. 3(9), pages 1-26, September.

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    More about this item

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • I31 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - General Welfare, Well-Being
    • O18 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Urban, Rural, Regional, and Transportation Analysis; Housing; Infrastructure

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