IDEAS home Printed from https://ideas.repec.org/p/ags/ubzefd/252443.html
   My bibliography  Save this paper

On the train to brain gain in rural China

Author

Listed:
  • 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.

Suggested Citation

  • 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
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/252443/files/DP_230.pdf
    Download Restriction: no

    File URL: https://libkey.io/10.22004/ag.econ.252443?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    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. repec:bla:etrans:v:15:y:2007:i::p:629-660 is not listed on IDEAS
    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. Stark, Oded & C Simon Fan, 2003. "Addition through Depletion: The Brain Drain as a Catalyst of Human Capital Formation and Economic Betterment," Royal Economic Society Annual Conference 2003 192, Royal Economic Society.
    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. 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.
    50. 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.
    51. 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.
    52. 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.
    53. 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).
    54. 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.
    55. 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.
    56. 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.
    57. 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.
    58. Zai Liang, 2001. "The Age of Migration in China," Population and Development Review, The Population Council, Inc., vol. 27(3), pages 499-524, September.
    59. 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.
    60. Tsang, Mun C., 1996. "Financial reform of basic education in China," Economics of Education Review, Elsevier, vol. 15(4), pages 423-444, October.
    61. Brown, Philip H. & Park, Albert, 2002. "Education and poverty in rural China," Economics of Education Review, Elsevier, vol. 21(6), pages 523-541, December.
    62. Mishra, Prachi, 2007. "Emigration and wages in source countries: Evidence from Mexico," Journal of Development Economics, Elsevier, vol. 82(1), pages 180-199, January.
    63. 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.
    64. 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.
    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. 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.
    69. 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.
    70. 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.
    71. 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.
    72. Dave Donaldson, 2010. "Railroads of the Raj: Estimating the Impact of Transportation Infrastructure," NBER Working Papers 16487, National Bureau of Economic Research, Inc.
    73. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Yang, Guanyi & Bansak, Cynthia, 2020. "Does wealth matter? An assessment of China's rural-urban migration on the education of left-behind children," China Economic Review, Elsevier, vol. 59(C).
    2. Suchi Kapoor Malhotra & Howard White & Nina Ashley O. Dela Cruz & Ashrita Saran & John Eyers & Denny John & Ella Beveridge & Nina Blöndal, 2021. "Studies of the effectiveness of transport sector interventions in low‐ and middle‐income countries: An evidence and gap map," Campbell Systematic Reviews, John Wiley & Sons, vol. 17(4), December.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. 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.
    2. Görlich, Dennis & Omar Mahmoud, Toman & Trebesch, Christoph, 2007. "Explaining labour market inactivity in migrant-sending families: Housework, hammock, or higher education?," Kiel Working Papers 1391, Kiel Institute for the World Economy (IfW Kiel).
    3. Gröger, André, 2021. "Easy come, easy go? Economic shocks, labor migration and the family left behind," Journal of International Economics, Elsevier, vol. 128(C).
    4. Francisca M. Antman, 2013. "The impact of migration on family left behind," Chapters, in: Amelie F. Constant & Klaus F. Zimmermann (ed.), International Handbook on the Economics of Migration, chapter 16, pages 293-308, Edward Elgar Publishing.
    5. Frédéric Docquier & Hillel Rapoport, 2012. "Globalization, Brain Drain, and Development," Journal of Economic Literature, American Economic Association, vol. 50(3), pages 681-730, September.
    6. 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.
    7. Hatton, Timothy J., 2014. "The economics of international migration: A short history of the debate," Labour Economics, Elsevier, vol. 30(C), pages 43-50.
    8. Narcisse Cha'Ngom & Christoph Deuster & Frédéric Docquier & Joël Machado, 2023. "Selective Migration and Economic Development: A Generalized Approach," LISER Working Paper Series 2023-06, Luxembourg Institute of Socio-Economic Research (LISER).
    9. Björn NILSSON, 2019. "Education and migration: insights for policymakers," Working Paper 23ca9c54-061a-4d60-967c-f, Agence française de développement.
    10. Calogero Carletto & Jennica Larrison & Çaglar Özden, 2014. "Informing migration policies: a data primer," Chapters, in: Robert E.B. Lucas (ed.), International Handbook on Migration and Economic Development, chapter 2, pages 9-41, Edward Elgar Publishing.
    11. Nguyen, Cuong Viet & Nguyen, Hoa Quynh, 2015. "Do internal and international remittances matter to health, education and labor of children and adolescents? The case of Vietnam," Children and Youth Services Review, Elsevier, vol. 58(C), pages 28-34.
    12. de Brauw, Alan & Mu, Ren, 2011. "Migration and the overweight and underweight status of children in rural China," Food Policy, Elsevier, vol. 36(1), pages 88-100, February.
    13. Hanson, Gordon H., 2010. "International Migration and the Developing World," Handbook of Development Economics, in: Dani Rodrik & Mark Rosenzweig (ed.), Handbook of Development Economics, edition 1, volume 5, chapter 0, pages 4363-4414, Elsevier.
    14. Alcaraz, Carlo & Chiquiar, Daniel & Salcedo, Alejandrina, 2012. "Remittances, schooling, and child labor in Mexico," Journal of Development Economics, Elsevier, vol. 97(1), pages 156-165.
    15. Abdulloev Ilhom & Epstein Gil S. & Gang Ira N., 2020. "Migration and Forsaken Schooling in Kyrgyzstan, Tajikistan, and Uzbekistan," IZA Journal of Development and Migration, Sciendo & Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 11(1), pages 1-27, January.
    16. Rabia Arif & Theresa Thompson Chaudhry & Azam Amjad Chaudhry, 2023. "Emigration’s Heterogeneous Impact on Children’s Wellbeing in Punjab, Pakistan," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 16(3), pages 1251-1295, June.
    17. Feng Hu, 2013. "Does migration benefit the schooling of children left behind?," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 29(2), pages 33-70.
    18. Antwi, James & Phillips, David C., 2013. "Wages and health worker retention: Evidence from public sector wage reforms in Ghana," Journal of Development Economics, Elsevier, vol. 102(C), pages 101-115.
    19. Yao Pan, 2017. "The Impact of Removing Selective Migration Restrictions on Education: Evidence from China," Journal of Human Resources, University of Wisconsin Press, vol. 52(3), pages 859-885.
    20. Mattia Makovec & Ririn S Purnamasari & Matteo Sandi & Astrid R Savitri, 2018. "Intended versus unintended consequences of migration restriction policies: evidence from a natural experiment in Indonesia," Journal of Economic Geography, Oxford University Press, vol. 18(4), pages 915-950.

    More about this item

    Keywords

    Consumer/Household Economics; Labor and Human Capital;

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ags:ubzefd:252443. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: AgEcon Search (email available below). General contact details of provider: https://edirc.repec.org/data/zefbnde.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.