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Across a few prohibitive miles: The impact of the Anti-Poverty Relocation Program in China

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  • Zhang, Li
  • Xie, Lunyu
  • Zheng, Xinye

Abstract

Many households are confined to remote rural villages in the developing world. This study examines the Anti-Poverty Relocation Program in China, considering the village-to-town relocation from agricultural to non-agricultural sectors induced by the program. While exploring a novel administrative data set on impoverished people in a Chinese county, we discovered that the program significantly increased the participants’ income by 9.61%, driven mainly by the increase in wage income. The empirical findings are consistent with the Roy-model perspective, which states that rural households with comparative advantage in non-agricultural sectors could benefit from relocation to nearby towns. This study provides new evidence that mobility barriers across sectors exist even on a small geographic scale in rural areas. The results of the cost–benefit analysis suggest that relocation of households in remote rural areas is a feasible policy tool for overcoming such mobility barriers.

Suggested Citation

  • Zhang, Li & Xie, Lunyu & Zheng, Xinye, 2023. "Across a few prohibitive miles: The impact of the Anti-Poverty Relocation Program in China," Journal of Development Economics, Elsevier, vol. 160(C).
    • Handle: RePEc:eee:deveco:v:160:y:2023:i:c:s0304387822000931
    DOI: 10.1016/j.jdeveco.2022.102945
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    as
    1. Gharad Bryan & Shyamal Chowdhury & Ahmed Mushfiq Mobarak, 2014. "Underinvestment in a Profitable Technology: The Case of Seasonal Migration in Bangladesh," Econometrica, Econometric Society, vol. 82(5), pages 1671-1748, September.
    2. Nathan Nunn & Diego Puga, 2012. "Ruggedness: The Blessing of Bad Geography in Africa," The Review of Economics and Statistics, MIT Press, vol. 94(1), pages 20-36, February.
    3. Eric Chyn, 2018. "Moved to Opportunity: The Long-Run Effects of Public Housing Demolition on Children," American Economic Review, American Economic Association, vol. 108(10), pages 3028-3056, October.
    4. Joseph G. Altonji & Todd E. Elder & Christopher R. Taber, 2005. "Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 151-184, February.
    5. Alwyn Young, 2013. "Inequality, the Urban-Rural Gap, and Migration," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(4), pages 1727-1785.
    6. Stephen J. Redding & Daniel M. Sturm, 2008. "The Costs of Remoteness: Evidence from German Division and Reunification," American Economic Review, American Economic Association, vol. 98(5), pages 1766-1797, December.
    7. Sharon Barnhardt & Erica Field & Rohini Pande, 2017. "Moving to Opportunity or Isolation? Network Effects of a Randomized Housing Lottery in Urban India," American Economic Journal: Applied Economics, American Economic Association, vol. 9(1), pages 1-32, January.
    8. Tasso Adam & Loren Brandt & Chaoran Chen & Diego Restuccia & Xiaoyun Wei, 2024. "Land Security and Mobility Frictions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 139(3), pages 1941-1987.
    9. Hainmueller, Jens, 2012. "Entropy Balancing for Causal Effects: A Multivariate Reweighting Method to Produce Balanced Samples in Observational Studies," Political Analysis, Cambridge University Press, vol. 20(1), pages 25-46, January.
    10. Raj Chetty & Adam Looney & Kory Kroft, 2009. "Salience and Taxation: Theory and Evidence," American Economic Review, American Economic Association, vol. 99(4), pages 1145-1177, September.
    11. Raj Chetty & Nathaniel Hendren, 2018. "The Impacts of Neighborhoods on Intergenerational Mobility I: Childhood Exposure Effects," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(3), pages 1107-1162.
    12. Bryan, Gharad & Morten, Melanie, 2019. "The aggregate productivity effects of internal migration: evidence from Indonesia," LSE Research Online Documents on Economics 88177, London School of Economics and Political Science, LSE Library.
    13. Amy Finkelstein & Nathaniel Hendren, 2020. "Welfare Analysis Meets Causal Inference," NBER Working Papers 27640, National Bureau of Economic Research, Inc.
    14. Sam Asher & Paul Novosad, 2020. "Rural Roads and Local Economic Development," American Economic Review, American Economic Association, vol. 110(3), pages 797-823, March.
    15. Emi Nakamura & Jósef Sigurdsson & Jón Steinsson, 2022. "The Gift of Moving: Intergenerational Consequences of a Mobility Shock," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(3), pages 1557-1592.
    16. Tasso Adamopoulos & Loren Brandt & Jessica Leight & Diego Restuccia, 2022. "Misallocation, Selection, and Productivity: A Quantitative Analysis With Panel Data From China," Econometrica, Econometric Society, vol. 90(3), pages 1261-1282, May.
    17. Trevor Tombe & Xiaodong Zhu, 2019. "Trade, Migration, and Productivity: A Quantitative Analysis of China," American Economic Review, American Economic Association, vol. 109(5), pages 1843-1872, May.
    18. Lagakos, David & Marshall, Samuel & Mobarak, Ahmed Mushfiq & Vernot, Corey & Waugh, Michael E., 2020. "Migration costs and observational returns to migration in the developing world," Journal of Monetary Economics, Elsevier, vol. 113(C), pages 138-154.
    19. Provenzano, Sandro, 2020. "Isolated and Poor: the cost of remoteness from the capital city," LSE Research Online Documents on Economics 105688, London School of Economics and Political Science, LSE Library.
    20. Shi, Xinjie, 2019. "Inequality of opportunity in energy consumption in China," Energy Policy, Elsevier, vol. 124(C), pages 371-382.
    21. Keisuke Hirano & Guido W. Imbens & Geert Ridder, 2003. "Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score," Econometrica, Econometric Society, vol. 71(4), pages 1161-1189, July.
    22. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    23. Emily Oster, 2019. "Unobservable Selection and Coefficient Stability: Theory and Evidence," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(2), pages 187-204, April.
    24. Franklin, Simon, 2020. "Enabled to work: The impact of government housing on slum dwellers in South Africa," Journal of Urban Economics, Elsevier, vol. 118(C).
    25. Douglas Gollin & David Lagakos & Michael E. Waugh, 2014. "The Agricultural Productivity Gap," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(2), pages 939-993.
    26. Hainmueller, Jens & Xu, Yiqing, 2013. "ebalance: A Stata Package for Entropy Balancing," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 54(i07).
    27. Raj Chetty & Nathaniel Hendren & Lawrence F. Katz, 2016. "The Effects of Exposure to Better Neighborhoods on Children: New Evidence from the Moving to Opportunity Experiment," American Economic Review, American Economic Association, vol. 106(4), pages 855-902, April.
    28. Wyatt Brooks & Kevin Donovan, 2020. "Eliminating Uncertainty in Market Access: The Impact of New Bridges in Rural Nicaragua," Econometrica, Econometric Society, vol. 88(5), pages 1965-1997, September.
    29. Aggarwal, Shilpa, 2018. "Do rural roads create pathways out of poverty? Evidence from India," Journal of Development Economics, Elsevier, vol. 133(C), pages 375-395.
    30. Alexandre Belloni & Victor Chernozhukov & Christian Hansen, 2014. "Inference on Treatment Effects after Selection among High-Dimensional Controlsâ€," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(2), pages 608-650.
    31. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    32. Brian A. Jacob & Jens Ludwig, 2012. "The Effects of Housing Assistance on Labor Supply: Evidence from a Voucher Lottery," American Economic Review, American Economic Association, vol. 102(1), pages 272-304, February.
    33. Jingting Fan, 2019. "Internal Geography, Labor Mobility, and the Distributional Impacts of Trade," American Economic Journal: Macroeconomics, American Economic Association, vol. 11(3), pages 252-288, July.
    34. Khandker, Shahidur R. & Barnes, Douglas F. & Samad, Hussain A., 2012. "Are the energy poor also income poor? Evidence from India," Energy Policy, Elsevier, vol. 47(C), pages 1-12.
    35. A. D. Roy, 1951. "Some Thoughts On The Distribution Of Earnings," Oxford Economic Papers, Oxford University Press, vol. 3(2), pages 135-146.
    36. Li, Pei & Lu, Yi & Wang, Jin, 2016. "Does flattening government improve economic performance? Evidence from China," Journal of Development Economics, Elsevier, vol. 123(C), pages 18-37.
    37. Raj Chetty & Nathaniel Hendren & Patrick Kline & Emmanuel Saez, 2014. "Where is the land of Opportunity? The Geography of Intergenerational Mobility in the United States," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(4), pages 1553-1623.
    38. repec:oup:qjecon:v:129:y:2014:i:2:p:939-993. is not listed on IDEAS
    39. 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.
    40. Erica Field, 2007. "Entitled to Work: Urban Property Rights and Labor Supply in Peru," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(4), pages 1561-1602.
    41. George J. Borjas, 2021. "Self-Selection and the Earnings of Immigrants," World Scientific Book Chapters, in: Foundational Essays in Immigration Economics, chapter 4, pages 69-91, World Scientific Publishing Co. Pte. Ltd..
    42. Yuheng Li & Baozhong Su & Yansui Liu, 2016. "Realizing targeted poverty alleviation in China," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 8(3), pages 443-454, September.
    43. Amy Finkelstein & Nathaniel Hendren, 2020. "Welfare Analysis Meets Causal Inference," Journal of Economic Perspectives, American Economic Association, vol. 34(4), pages 146-167, Fall.
    44. Gharad Bryan & Melanie Morten, 2019. "The Aggregate Productivity Effects of Internal Migration: Evidence from Indonesia," Journal of Political Economy, University of Chicago Press, vol. 127(5), pages 2229-2268.
    45. David Lagakos, 2020. "Urban-Rural Gaps in the Developing World: Does Internal Migration Offer Opportunities?," Journal of Economic Perspectives, American Economic Association, vol. 34(3), pages 174-192, Summer.
    46. Cynthia Kinnan & Shing-Yi Wang & Yongxiang Wang, 2018. "Access to Migration for Rural Households," American Economic Journal: Applied Economics, American Economic Association, vol. 10(4), pages 79-119, October.
    47. Cai, Shu, 2020. "Migration under liquidity constraints: Evidence from randomized credit access in China," Journal of Development Economics, Elsevier, vol. 142(C).
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    3. Duan, Wenqi & Jiang, Mingming & Qi, Jianhong, 2024. "Agricultural certification, market access and rural economic growth: Evidence from poverty-stricken counties in China," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 99-114.
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    More about this item

    Keywords

    Migration; Poverty alleviation; Sectoral change;
    All these keywords.

    JEL classification:

    • I38 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Government Programs; Provision and Effects of Welfare Programs
    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population

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