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Evaluating China's poverty alleviation program: A regression discontinuity approach

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  • Meng, Lingsheng

Abstract

This paper evaluates the impact of the 8-7 Plan, the second wave of China's poverty alleviation program, on rural income growth at the county level over the program's disbursement period, from 1994 to 2000. Program participation was largely determined by whether a county's pre-program income fell below a given poverty line; hence, a regression discontinuity approach is employed to estimate the causal effects of the program. Using a panel data set, we find that the 8-7 Plan resulted in an approximately 38-percent increase in rural income for counties that were treated between 1994 and 2000. Our empirical results also suggest the important role of initial endowments in the path toward economic development.

Suggested Citation

  • Meng, Lingsheng, 2013. "Evaluating China's poverty alleviation program: A regression discontinuity approach," Journal of Public Economics, Elsevier, vol. 101(C), pages 1-11.
    • Handle: RePEc:eee:pubeco:v:101:y:2013:i:c:p:1-11
    DOI: 10.1016/j.jpubeco.2013.02.004
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    1. Ravallion, Martin & Chen, Shaohua, 1997. "What Can New Survey Data Tell Us about Recent Changes in Distribution and Poverty?," The World Bank Economic Review, World Bank, vol. 11(2), pages 357-382, May.
    2. Dollar, David & Kraay, Aart, 2002. "Growth Is Good for the Poor," Journal of Economic Growth, Springer, vol. 7(3), pages 195-225, September.
    3. Chen, Shaohua & Mu, Ren & Ravallion, Martin, 2009. "Are there lasting impacts of aid to poor areas?," Journal of Public Economics, Elsevier, vol. 93(3-4), pages 512-528, April.
    4. Ashenfelter, Orley C, 1978. "Estimating the Effect of Training Programs on Earnings," The Review of Economics and Statistics, MIT Press, vol. 60(1), pages 47-57, February.
    5. Ravallion, Martin, 2008. "Evaluating Anti-Poverty Programs," Handbook of Development Economics, in: T. Paul Schultz & John A. Strauss (ed.), Handbook of Development Economics, edition 1, volume 4, chapter 59, pages 3787-3846, Elsevier.
    6. Lemieux, Thomas & Milligan, Kevin, 2008. "Incentive effects of social assistance: A regression discontinuity approach," Journal of Econometrics, Elsevier, vol. 142(2), pages 807-828, February.
    7. Park, Albert & Wang, Sangui & Wu, Guobao, 2002. "Regional poverty targeting in China," Journal of Public Economics, Elsevier, vol. 86(1), pages 123-153, October.
    8. Li, Hongbin & Zhou, Li-An, 2005. "Political turnover and economic performance: the incentive role of personnel control in China," Journal of Public Economics, Elsevier, vol. 89(9-10), pages 1743-1762, September.
    9. Shaohua Chen & Martin Ravallion, 2010. "The Developing World is Poorer than We Thought, But No Less Successful in the Fight Against Poverty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(4), pages 1577-1625.
    10. Jyotsna Jalan & Martin Ravallion, 1999. "China's Lagging Poor Areas," American Economic Review, American Economic Association, vol. 89(2), pages 301-305, May.
    11. Park, Albert & Wang, Sangui, 2001. "China's poverty statistics," China Economic Review, Elsevier, vol. 12(4), pages 384-398.
    12. Wilbert van der Klaauw, 2002. "Estimating the Effect of Financial Aid Offers on College Enrollment: A Regression-Discontinuity Approach," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 43(4), pages 1249-1287, November.
    13. Rozelle, Scott & Park, Albert & Benziger, Vincent & Changqing Ren, 1998. "Targeted poverty investments and economic growth in China," World Development, Elsevier, vol. 26(12), pages 2137-2151, December.
    14. Lee, David S., 2008. "Randomized experiments from non-random selection in U.S. House elections," Journal of Econometrics, Elsevier, vol. 142(2), pages 675-697, February.
    15. Justin McCrary, 2007. "Manipulation of the Running Variable in the Regression Discontinuity Design: A Density Test," NBER Technical Working Papers 0334, National Bureau of Economic Research, Inc.
    16. Jalan, Jyotsna & Ravallion, Martin, 1998. "Are there dynamic gains from a poor-area development program?," Journal of Public Economics, Elsevier, vol. 67(1), pages 65-85, January.
    17. Douglas Almond & Joseph J. Doyle, 2011. "After Midnight: A Regression Discontinuity Design in Length of Postpartum Hospital Stays," American Economic Journal: Economic Policy, American Economic Association, vol. 3(3), pages 1-34, August.
    18. World Bank, 2000. "China," World Bank Publications - Reports 22901, The World Bank Group.
    19. Hahn, Jinyong & Todd, Petra & Van der Klaauw, Wilbert, 2001. "Identification and Estimation of Treatment Effects with a Regression-Discontinuity Design," Econometrica, Econometric Society, vol. 69(1), pages 201-209, January.
    20. Joshua D. Angrist & Victor Lavy, 1999. "Using Maimonides' Rule to Estimate the Effect of Class Size on Scholastic Achievement," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(2), pages 533-575.
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    More about this item

    Keywords

    Poverty; Targeting; Investment; Growth; Impact evaluation; China;
    All these keywords.

    JEL classification:

    • H43 - Public Economics - - Publicly Provided Goods - - - Project Evaluation; Social Discount Rate
    • H54 - Public Economics - - National Government Expenditures and Related Policies - - - Infrastructures
    • I38 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Government Programs; Provision and Effects of Welfare Programs
    • O53 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Asia including Middle East

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