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On the train to brain gain in rural China

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  • Zhang, Yi
  • Matz, Julia Anna

Abstract

This study investigates the well-researched relationship between migration and the formation of human capital in the source region using a novel instrument: the existence of a local train station. We make use of Chinese panel data and of the fact that the decision to build a new train station is taken by the central government and unrelated to characteristics of a rural village receiving the station. As an intermediate result we find that train stations are negatively related to migration outflows, thus indicating that the facilitation of local employment through economic integration outweighs the reduction of migratory costs. Investigating variation within villages over time in the instrumental variables approach for the central research question, we see a positive effect of out-migration on educational attainment in the source region. Additional results suggest that the effect is stronger for male and young stayers.

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  • Zhang, Yi & Matz, Julia Anna, 2017. "On the train to brain gain in rural China," Discussion Papers 252443, University of Bonn, Center for Development Research (ZEF).
    • Handle: RePEc:ags:ubzefd:252443
    DOI: 10.22004/ag.econ.252443
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    as
    1. Elsner, Benjamin, 2013. "Emigration and wages: The EU enlargement experiment," Journal of International Economics, Elsevier, vol. 91(1), pages 154-163.
    2. Luca Marchiori & I-Ling Shen & Frédéric Docquier, 2013. "Brain Drain In Globalization: A General Equilibrium Analysis From The Sending Countries' Perspective," Economic Inquiry, Western Economic Association International, vol. 51(2), pages 1582-1602, April.
    3. Rong, Zhao & Yang, Liu & Yuan, Yan, 2012. "Labor Migration Choice and Its Impacts on Households in Rural China," 2012 Annual Meeting, August 12-14, 2012, Seattle, Washington 124842, Agricultural and Applied Economics Association.
    4. Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), 2011. "Handbook of the Economics of Education," Handbook of the Economics of Education, Elsevier, edition 1, volume 4, number 4, June.
    5. Ralitza Dimova & Gil S. Epstein & Ira N. Gang, 2015. "Migration, Transfers and Child Labor," Review of Development Economics, Wiley Blackwell, vol. 19(3), pages 735-747, August.
    6. Beine, Michel & Docquier, Frédéric & Oden-Defoort, Cecily, 2011. "A Panel Data Analysis of the Brain Gain," World Development, Elsevier, vol. 39(4), pages 523-532, April.
    7. Wu, Zhongmin & Yao, Shujie, 2003. "Intermigration and intramigration in China: A theoretical and empirical analysis," China Economic Review, Elsevier, vol. 14(4), pages 371-385.
    8. Stark, Oded & Helmenstein, Christian & Prskawetz, Alexia, 1997. "A brain gain with a brain drain," Economics Letters, Elsevier, vol. 55(2), pages 227-234, August.
    9. Schiff, Maurice, 2005. "Brain Gain: Claims about Its Size and Impact on Welfare and Growth Are Greatly Exaggerated," IZA Discussion Papers 1599, Institute of Labor Economics (IZA).
    10. Erik Hornung, 2015. "Railroads And Growth In Prussia," Journal of the European Economic Association, European Economic Association, vol. 13(4), pages 699-736, August.
    11. Michel Beine & Fréderic Docquier & Hillel Rapoport, 2008. "Brain Drain and Human Capital Formation in Developing Countries: Winners and Losers," Economic Journal, Royal Economic Society, vol. 118(528), pages 631-652, April.
    12. Batista, Catia & Lacuesta, Aitor & Vicente, Pedro C., 2012. "Testing the ‘brain gain’ hypothesis: Micro evidence from Cape Verde," Journal of Development Economics, Elsevier, vol. 97(1), pages 32-45.
    13. Zhang, Xiaobo & Yang, Jin & Wang, Shenglin, 2011. "China has reached the Lewis turning point," China Economic Review, Elsevier, vol. 22(4), pages 542-554.
    14. Connelly, Rachel & Zheng, Zhenzhen, 2003. "Determinants of school enrollment and completion of 10 to 18 year olds in China," Economics of Education Review, Elsevier, vol. 22(4), pages 379-388, August.
    15. Huffman, Wallace E, 1980. "Farm and Off-Farm Work Decisions: The Role of Human Capital," The Review of Economics and Statistics, MIT Press, vol. 62(1), pages 14-23, February.
    16. J. Edward Taylor & Alejandro Lopez-Feldman, 2010. "Does Migration Make Rural Households More Productive? Evidence from Mexico," Journal of Development Studies, Taylor & Francis Journals, vol. 46(1), pages 68-90.
    17. Leonid V. Azarnert, 2012. "Guest‐worker Migration, Human Capital and Fertility," Review of Development Economics, Wiley Blackwell, vol. 16(2), pages 318-330, May.
    18. Joanna M Clifton-Sprigg, 2019. "Out of sight, out of mind? The education outcomes of children with parents working abroad," Oxford Economic Papers, Oxford University Press, vol. 71(1), pages 73-94.
    19. repec:adr:anecst:y:2010:i:97-98:p:07 is not listed on IDEAS
    20. Zhao, Qiran & Yu, Xiaohua & Wang, Xiaobing & Glauben, Thomas, 2014. "The impact of parental migration on children's school performance in rural China," China Economic Review, Elsevier, vol. 31(C), pages 43-54.
    21. William Lavely, 2001. "First Impressions from the 2000 Census of China," Population and Development Review, The Population Council, Inc., vol. 27(4), pages 755-769, December.
    22. Slobodan Djajić, 2003. "Assimilation of immigrants: Implications for human capital accumulation of the second generation," Journal of Population Economics, Springer;European Society for Population Economics, vol. 16(4), pages 831-845, November.
    23. Sarah Dolfin & Garance Genicot, 2010. "What Do Networks Do? The Role of Networks on Migration and “Coyote” Use," Review of Development Economics, Wiley Blackwell, vol. 14(2), pages 343-359, May.
    24. Dean Yang, 2008. "International Migration, Remittances and Household Investment: Evidence from Philippine Migrants’ Exchange Rate Shocks," Economic Journal, Royal Economic Society, vol. 118(528), pages 591-630, April.
    25. Clifton-Sprigg, Joanna, 2015. "Educational spillovers and parental migration," Labour Economics, Elsevier, vol. 34(C), pages 64-75.
    26. C. Simon Fan & Oded Stark, 2007. "The brain drain, 'educated unemployment', human capital formation, and economic betterment," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 15, pages 629-660, October.
    27. Zhang, Linxiu & Huang, Jikun & Rozelle, Scott, 2002. "Employment, emerging labor markets, and the role of education in rural China," China Economic Review, Elsevier, vol. 13(2-3), pages 313-328.
    28. Yaohui Zhao, 1997. "Labor Migration and Returns to Rural Education in China," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(4), pages 1278-1287.
    29. Ren Mu & Alan Brauw, 2015. "Migration and young child nutrition: evidence from rural China," Journal of Population Economics, Springer;European Society for Population Economics, vol. 28(3), pages 631-657, July.
    30. Corrado Giulietti & Jackline Wahba & Klaus F. Zimmermann, 2013. "Entrepreneurship of the Left-Behind," Research in Labor Economics, in: Labor Market Issues in China, pages 65-92, Emerald Group Publishing Limited.
    31. Angrist, Joshua D, 2001. "Estimations of Limited Dependent Variable Models with Dummy Endogenous Regressors: Simple Strategies for Empirical Practice," Journal of Business & Economic Statistics, American Statistical Association, vol. 19(1), pages 2-16, January.
    32. Kaivan Munshi, 2003. "Networks in the Modern Economy: Mexican Migrants in the U. S. Labor Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(2), pages 549-599.
    33. Alejandra Cox Edwards & Manuelita Ureta, 2003. "International Migration, Remittances, and Schooling: Evidence from El Salvador," NBER Working Papers 9766, National Bureau of Economic Research, Inc.
    34. Dustmann, Christian & Glitz, Albrecht, 2011. "Migration and Education," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 4, chapter 0, pages 327-439, Elsevier.
    35. Daniel Chiquiar & Gordon H. Hanson, 2005. "International Migration, Self-Selection, and the Distribution of Wages: Evidence from Mexico and the United States," Journal of Political Economy, University of Chicago Press, vol. 113(2), pages 239-281, April.
    36. Wei Chi & Richard Freeman & Hongbin Li, 2012. "Adjusting to Really Big Changes: The Labor Market in China, 1989–2009," International Economic Association Series, in: Masahiko Aoki & Jinglian Wu (ed.), The Chinese Economy, chapter 5, pages 93-113, Palgrave Macmillan.
    37. Mckenzie, David & Rapoport, Hillel, 2007. "Network effects and the dynamics of migration and inequality: Theory and evidence from Mexico," Journal of Development Economics, Elsevier, vol. 84(1), pages 1-24, September.
    38. Clifton-Sprigg, Joanna, 2014. "Out of sight, out of mind? Educational outcomes of children with parents working abroad," 2007 Annual Meeting, July 29-August 1, 2007, Portland, Oregon TN 2015-45, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    39. Yuying Tong & Martin Piotrowski, 2012. "Migration and Health Selectivity in the Context of Internal Migration in China, 1997–2009," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 31(4), pages 497-543, August.
    40. Zai Liang & Zhongdong Ma, 2004. "China's Floating Population: New Evidence from the 2000 Census," Population and Development Review, The Population Council, Inc., vol. 30(3), pages 467-488, September.
    41. Ernesto López-Córdova, 2005. "Globalization, Migration, and Development: The Role of Mexican Migrant Remittances," Economía Journal, The Latin American and Caribbean Economic Association - LACEA, vol. 0(Fall 2005), pages 217-248, August.
    42. Michel Beine & Frédéric Docquier & Hillel Rapoport, 2010. "On the Robustness of Brain Gain Estimates," Annals of Economics and Statistics, GENES, issue 97-98, pages 143-165.
    43. Francisca M. Antman, 2011. "International Migration and Gender Discrimination among Children Left Behind," American Economic Review, American Economic Association, vol. 101(3), pages 645-649, May.
    44. C. Simon Fan & Oded Stark, 2007. "The brain drain, ‘educated unemployment’, human capital formation, and economic betterment1," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 15(4), pages 629-660, October.
    45. Stark, Oded & Helmenstein, Christian & Prskawetz, Alexia, 1998. "Human capital depletion, human capital formation, and migration: a blessing or a "curse"?," Economics Letters, Elsevier, vol. 60(3), pages 363-367, September.
    46. Rachel Murphy, 2014. "Study and School in the Lives of Children in Migrant Families: A View from Rural Jiangxi, China," Development and Change, International Institute of Social Studies, vol. 45(1), pages 29-51, January.
    47. de Brauw, Alan & Huang, Jikun & Rozelle, Scott & Zhang, Linxiu & Zhang, Yigang, 2002. "The Evolution of China's Rural Labor Markets During the Reforms," Journal of Comparative Economics, Elsevier, vol. 30(2), pages 329-353, June.
    48. Acosta, Pablo, 2006. "Labor supply, school attendance, and remittances from international migration : the case of El Salvador," Policy Research Working Paper Series 3903, The World Bank.
    49. Edwards, Alejandra Cox & Ureta, Manuelita, 2003. "International migration, remittances, and schooling: evidence from El Salvador," Journal of Development Economics, Elsevier, vol. 72(2), pages 429-461, December.
    50. Benjamin Faber, 2014. "Trade Integration, Market Size, and Industrialization: Evidence from China's National Trunk Highway System," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(3), pages 1046-1070.
    51. McKenzie, David & Sasin, Marcin J., 2007. "Migration, remittances, poverty, and human capital : conceptual and empirical challenges," Policy Research Working Paper Series 4272, The World Bank.
    52. Banerjee, Abhijit & Duflo, Esther & Qian, Nancy, 2020. "On the road: Access to transportation infrastructure and economic growth in China," Journal of Development Economics, Elsevier, vol. 145(C).
    53. John Giles & Ren Mu, 2007. "Elderly parent health and the migration decisions of adult children: Evidence from rural China," Demography, Springer;Population Association of America (PAA), vol. 44(2), pages 265-288, May.
    54. Oded Stark, 2005. "The New Economics of the Brain Drain," World Economics, World Economics, 1 Ivory Square, Plantation Wharf, London, United Kingdom, SW11 3UE, vol. 6(2), pages 137-140, April.
    55. David J. McKenzie & Nicole Hildebrandt, 2005. "The Effects of Migration on Child Health in Mexico," Economía Journal, The Latin American and Caribbean Economic Association - LACEA, vol. 0(Fall 2005), pages 257-289, August.
    56. Yaohui Zhao, 1999. "Leaving the Countryside: Rural-to-Urban Migration Decisions in China," American Economic Review, American Economic Association, vol. 89(2), pages 281-286, May.
    57. Zai Liang, 2001. "The Age of Migration in China," Population and Development Review, The Population Council, Inc., vol. 27(3), pages 499-524, September.
    58. J. Edward Taylor & Scott Rozelle & Alan deBrauw, 1999. "Migration, Remittances, and Agricultural Productivity in China," American Economic Review, American Economic Association, vol. 89(2), pages 287-291, May.
    59. Tsang, Mun C., 1996. "Financial reform of basic education in China," Economics of Education Review, Elsevier, vol. 15(4), pages 423-444, October.
    60. Brown, Philip H. & Park, Albert, 2002. "Education and poverty in rural China," Economics of Education Review, Elsevier, vol. 21(6), pages 523-541, December.
    61. Mishra, Prachi, 2007. "Emigration and wages in source countries: Evidence from Mexico," Journal of Development Economics, Elsevier, vol. 82(1), pages 180-199, January.
    62. Alan de Brauw & John Giles, 2017. "Migrant Opportunity and the Educational Attainment of Youth in Rural China," Journal of Human Resources, University of Wisconsin Press, vol. 52(1), pages 272-311.
    63. David McKenzie & Hillel Rapoport, 2011. "Can migration reduce educational attainment? Evidence from Mexico," Journal of Population Economics, Springer;European Society for Population Economics, vol. 24(4), pages 1331-1358, October.
    64. Oded Stark & C. Simon Fan, 2009. "The Brain Drain, ‘Educated Unemployment’, Human Capital Formation, and Economic Betterment," International Economic Association Series, in: János Kornai & László Mátyás & Gérard Roland (ed.), Corruption, Development and Institutional Design, chapter 7, pages 120-151, Palgrave Macmillan.
    65. Alan De Brauw & Scott Rozelle, 2008. "Reconciling the Returns to Education in Off‐Farm Wage Employment in Rural China," Review of Development Economics, Wiley Blackwell, vol. 12(1), pages 57-71, February.
    66. Angrist, Joshua D, 2001. "Estimations of Limited Dependent Variable Models with Dummy Endogenous Regressors: Simple Strategies for Empirical Practice: Reply," Journal of Business & Economic Statistics, American Statistical Association, vol. 19(1), pages 27-28, January.
    67. Beine, Michel & Docquier, Frederic & Rapoport, Hillel, 2001. "Brain drain and economic growth: theory and evidence," Journal of Development Economics, Elsevier, vol. 64(1), pages 275-289, February.
    68. David Coleman, 2008. "The demographic effects of international migration in Europe," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 24(3), pages 453-477, Autumn.
    69. Richard U. Agesa & Sunwoong Kim, 2001. "Rural to Urban Migration as a Household Decision: Evidence from Kenya," Review of Development Economics, Wiley Blackwell, vol. 5(1), pages 60-75, February.
    70. Junfu Zhang & Zhong Zhao, 2015. "Social-family network and self-employment: evidence from temporary rural–urban migrants in China," IZA Journal of Labor & Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 4(1), pages 1-21, December.
    71. Dave Donaldson, 2010. "Railroads of the Raj: Estimating the Impact of Transportation Infrastructure," NBER Working Papers 16487, National Bureau of Economic Research, Inc.
    72. Glewwe, Paul & Jacoby, Hanan G., 2004. "Economic growth and the demand for education: is there a wealth effect?," Journal of Development Economics, Elsevier, vol. 74(1), pages 33-51, June.
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