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Does Non-farm Sector Employment reduce Rural Poverty and Vulnerability? Evidence from Vietnam and India

Author

Listed:
  • Katsushi S. Imai

    (Economics, School of Social Sciences, University of Manchester (UK) and RIEB, Kobe University (Japan))

  • Raghav Gaiha

    (Faculty of Management Studies, University of Delhi, India)

  • Ganesh Thapa

    (International Fund for Agricultural Development, Italy)

Abstract

The present study examines whether employment in the rural non-farm sector (RNFE) has any poverty-reducing and/or vulnerability-reducing effect in Vietnam and India. To take account of sample selection bias associated with RNFE, we have applied treatment-effects model, a variant of Heckman sample selection model. It is found that log per capita consumption or log mean per capita expenditure (MPCE) significantly increased as a result of access to RNFE in Vietnam and India - which is consistent with poverty reducing role of accessing RNFE - with the aggregate effect larger in Vietnam than in India. Access to RNFE significantly reduces vulnerability too in both countries, implying that diversification of household activities into non-farm sector would reduce such risks. When we disaggregate non-farm sector employment by its type, we find that poverty and vulnerability reducing effects are much larger for sales, professionals, and clerks than for unskilled or manual employment in the non-farm sector in both countries. However, as even unskilled or manual non-farm employment significantly reduces poverty and vulnerability in India, this has considerable policy significance as the rural poor do not have easy access to skilled non-farm employment.

Suggested Citation

  • Katsushi S. Imai & Raghav Gaiha & Ganesh Thapa, 2012. "Does Non-farm Sector Employment reduce Rural Poverty and Vulnerability? Evidence from Vietnam and India," Discussion Paper Series DP2012-25, Research Institute for Economics & Business Administration, Kobe University, revised Nov 2012.
  • Handle: RePEc:kob:dpaper:dp2012-25
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    1. Peter Lanjouw & Rinku Murgai & Nicholas Stern, 2013. "Nonfarm diversification, poverty, economic mobility, and income inequality: a case study in village India," Agricultural Economics, International Association of Agricultural Economists, vol. 44(4-5), pages 461-473, July.
    2. Dasgupta, Partha & Ray, Debraj, 1987. "Inequality as a Determinant of Malnutrition and Unemployment: Policy," Economic Journal, Royal Economic Society, vol. 97(385), pages 177-188, March.
    3. Bliss, Christopher & Stern, Nicholas, 1978. "Productivity, wages and nutrition : Part I: the theory," Journal of Development Economics, Elsevier, vol. 5(4), pages 331-362, December.
    4. Gary S. Becker & Kevin M. Murphy, 1994. "The Division of Labor, Coordination Costs, and Knowledge," NBER Chapters, in: Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education, Third Edition, pages 299-322, National Bureau of Economic Research, Inc.
    5. Bliss, Christopher & Stern, Nicholas, 1978. "Productivity, wages and nutrition : Part II: Some observations," Journal of Development Economics, Elsevier, vol. 5(4), pages 363-398, December.
    6. Pasquale Scandizzo & Raghav Gaiha & Katsushi Imai, 2009. "Option Values, Switches, and Wages: An Analysis of the Employment Guarantee Scheme in India," Review of Development Economics, Wiley Blackwell, vol. 13(2), pages 248-263, May.
    7. Haggblade, Steven & Hazell, Peter & Reardon, Thomas, 2010. "The Rural Non-farm Economy: Prospects for Growth and Poverty Reduction," World Development, Elsevier, vol. 38(10), pages 1429-1441, October.
    8. Katsushi S. Imai & Samuel Kobina Annim & Raghav Gaiha & Veena S. Kulkarni, 2012. "Does Women's Empowerment Reduce Prevalence of Stunted and Underweight Children in Rural India?," Discussion Paper Series DP2012-11, Research Institute for Economics & Business Administration, Kobe University, revised Dec 2012.
    9. Maoz, Yishay D & Moav, Omer, 1999. "Intergenerational Mobility and the Process of Development," Economic Journal, Royal Economic Society, vol. 109(458), pages 677-697, October.
    10. Dasgupta, Partha & Ray, Debraj, 1986. "Inequality as a Determinant of Malnutrition and Unemployment: Theory," Economic Journal, Royal Economic Society, vol. 96(384), pages 1011-1034, December.
    11. John Knight & Li Shi & Deng Quheng, 2010. "Education and the Poverty Trap in Rural China: Closing the Trap," Oxford Development Studies, Taylor & Francis Journals, vol. 38(1), pages 1-24.
    12. Md. Shafiul Azam & Katsushi Imai, 2009. "Vulnerability and Poverty in Bangladesh," Economics Discussion Paper Series 0905, Economics, The University of Manchester.
    13. Foster, Andrew D, 1995. "Nutrition and Health Investment," American Economic Review, American Economic Association, vol. 85(2), pages 148-152, May.
    14. Imai, Katsushi S. & Annim, Samuel Kobina & Kulkarni, Veena S. & Gaiha, Raghav, 2014. "Women’s Empowerment and Prevalence of Stunted and Underweight Children in Rural India," World Development, Elsevier, vol. 62(C), pages 88-105.
    15. Raghav Gaiha & Nidhi Kaicker & Katsushi S. Imai & Ganesh Thapa, 2012. "Demand for Nutrients in India: An Analysis Based on the 50th, 61st and 66th Rounds of the NSS," Discussion Paper Series DP2012-14, Research Institute for Economics & Business Administration, Kobe University.
    16. Smith, Adam, 1776. "An Inquiry into the Nature and Causes of the Wealth of Nations," History of Economic Thought Books, McMaster University Archive for the History of Economic Thought, number smith1776.
    17. Oded Galor & Omer Moav, 2004. "From Physical to Human Capital Accumulation: Inequality and the Process of Development," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 71(4), pages 1001-1026.
    18. Owusu, Victor & Abdulai, Awudu & Abdul-Rahman, Seini, 2011. "Non-farm work and food security among farm households in Northern Ghana," Food Policy, Elsevier, vol. 36(2), pages 108-118, April.
    19. World Bank, 2014. "World Development Indicators 2014," World Bank Publications - Books, The World Bank Group, number 18237, December.
    20. Gaiha, Raghav & Jha, Raghbendra & Kulkarni, Vani S (ed.), 2014. "Diets, Malnutrition, and Disease: The Indian Experience," OUP Catalogue, Oxford University Press, number 9780198099215.
    21. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    22. Katsushi Imai & Raghav Gaiha & Woojin Kang, 2011. "Vulnerability and poverty dynamics in Vietnam," Applied Economics, Taylor & Francis Journals, vol. 43(25), pages 3603-3618.
    23. Himanshu & Kunal Sen, 2014. "Revisiting the Great Indian Poverty Debate: Measurement, Patterns, and Determinants," Global Development Institute Working Paper Series 20314, GDI, The University of Manchester.
    24. Dollar, David & Kraay, Aart, 2002. "Growth Is Good for the Poor," Journal of Economic Growth, Springer, vol. 7(3), pages 195-225, September.
    25. Jha, Raghbendra & Gaiha, Raghav & Sharma, Anurag, 2009. "Calorie and Micronutrient Deprivation and Poverty Nutrition Traps in Rural India," World Development, Elsevier, vol. 37(5), pages 982-991, May.
    26. Hoddinott, John & Quisumbing, Agnes, 2003. "Methods for microeconometric risk and vulnerability assessments," Social Protection Discussion Papers and Notes 29138, The World Bank.
    27. Katsushi S. Imai & Samuel Kobina Annim & Veena S. Kulkarni & Raghav Gaiha, 2012. "Nutrition, Activity Intensity and Wage Linkages: Evidence from India," Discussion Paper Series DP2012-10, Research Institute for Economics & Business Administration, Kobe University, revised May 2014.
    28. Dominique Van De Walle & Dorothyjean Cratty, 2004. "Is the emerging non‐farm market economy the route out of poverty in Vietnam?," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 12(2), pages 237-274, June.
    29. Katsushi S. Imai, 2011. "Poverty, undernutrition and vulnerability in rural India: role of rural public works and food for work programmes," International Review of Applied Economics, Taylor & Francis Journals, vol. 25(6), pages 669-691, November.
    30. John Knight & Li Shi & Deng Quheng, 2009. "Education and the Poverty Trap in Rural China: Setting the Trap," Oxford Development Studies, Taylor & Francis Journals, vol. 37(4), pages 311-332.
    31. de Janvry, Alain & Sadoulet, Elisabeth & Zhu, Nong, 2005. "The Role of Non-Farm Incomes in Reducing Rural Poverty and Inequality in China," Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series qt7ts2z766, Department of Agricultural & Resource Economics, UC Berkeley.
    32. Kim, Sunwoong, 1989. "Labor Specialization and the Extent of the Market," Journal of Political Economy, University of Chicago Press, vol. 97(3), pages 692-705, June.
    33. Dasgupta, Partha, 1997. "Nutritional status, the capacity for work, and poverty traps," Journal of Econometrics, Elsevier, vol. 77(1), pages 5-37, March.
    34. Thomas Reardon & J. Edward Taylor & Kostas Stamoulis & Peter Lanjouw & Arsenio Balisacan, 2000. "Effects of Non‐Farm Employment on Rural Income Inequality in Developing Countries: An Investment Perspective," Journal of Agricultural Economics, Wiley Blackwell, vol. 51(2), pages 266-288, May.
    35. Lanjouw, Jean O. & Lanjouw, Peter, 2001. "The rural non-farm sector: issues and evidence from developing countries," Agricultural Economics, Blackwell, vol. 26(1), pages 1-23, October.
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    More about this item

    Keywords

    Poverty; Vulnerability; Non-farm sector; Treatment Effects Model; Vietnam; India;
    All these keywords.

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • C31 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models; Quantile Regressions; Social Interaction Models
    • I32 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Measurement and Analysis of Poverty
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration

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