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Would you like to leave Beijing, Shanghai, or Shenzhen? An empirical analysis of migration effect in China

Author

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  • Tingting Liu
  • Hong Feng
  • Elizabeth Brandon

Abstract

This study aims to estimate the migration effect of the overall samples and different flowing scales for the floating population from the perspective of personal wages. Although we used both the OLS and PSM methods to estimate the migration effect, we found that the PSM method was preferred in the study of migration as a result of the selection bias. The empirical results show that there is a significant difference in wage before and after migration. In fact, migration increased wages by 15.18% to 23.63% overall. Additionally, wages were increased by 44.96% to 59.20%, 23.06% to 26.18%, and 10.89% to 15.08% respectively for these three migration patterns: flowing into the three largest megacities, inter-provincial migration, and inter-city migration within a province, but for this pattern of inter-district migration within a city, the migration effect is not significant. We concluded that the floating population removing policies of the largest megacities maybe are effective because of the administrative power of their government. On the other hand, for these policies of non-largest megacities to attract labor and local employment and local urbanization near the floating population’s place of origin, they were not effective enough as a result of the lack of significant migration effect in these cities.

Suggested Citation

  • Tingting Liu & Hong Feng & Elizabeth Brandon, 2018. "Would you like to leave Beijing, Shanghai, or Shenzhen? An empirical analysis of migration effect in China," PLOS ONE, Public Library of Science, vol. 13(8), pages 1-20, August.
  • Handle: RePEc:plo:pone00:0202030
    DOI: 10.1371/journal.pone.0202030
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    References listed on IDEAS

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    1. Pope, David & Withers, Glenn, 1993. "Do Migrants Rob Jobs? Lessons of Australian History, 1861–1991," The Journal of Economic History, Cambridge University Press, vol. 53(4), pages 719-742, December.
    2. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
    3. Fields, Gary S., 1975. "Rural-urban migration, urban unemployment and underemployment, and job-search activity in LDCs," Journal of Development Economics, Elsevier, vol. 2(2), pages 165-187, June.
    4. Betty Tao & Massimo Pietropaolo & Mark Atkinson & Desmond Schatz & David Taylor, 2010. "Estimating the Cost of Type 1 Diabetes in the U.S.: A Propensity Score Matching Method," PLOS ONE, Public Library of Science, vol. 5(7), pages 1-11, July.
    5. John C. Ham & Xianghong Li & Patricia B. Reagan, 2004. "Propensity Score Matching, a Distance-Based Measure of Migration, and the Wage Growth of Young Men," Working Papers 2004_3, York University, Department of Economics.
    6. Butcher, Kristin F & Card, David, 1991. "Immigration and Wages: Evidence from the 1980's," American Economic Review, American Economic Association, vol. 81(2), pages 292-296, May.
    7. Bryson, Alex & Dorsett, Richard & Purdon, Susan, 2002. "The use of propensity score matching in the evaluation of active labour market policies," LSE Research Online Documents on Economics 4993, London School of Economics and Political Science, LSE Library.
    8. Thomas Addison & Christopher Worswick, 2002. "The Impact of Immigration on the Earnings of Natives: Evidence from Australian Micro Data," The Economic Record, The Economic Society of Australia, vol. 78(240), pages 68-78, March.
    9. 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.
    10. Kristin Butcher & David Card, 1991. "Immigration and Wages: Evidence From the 1980's," Working Papers 661, Princeton University, Department of Economics, Industrial Relations Section..
    11. Jeffrey J. Yankow, 2003. "Migration, Job Change, and Wage Growth: A New Perspective on the Pecuniary Return to Geographic Mobility," Journal of Regional Science, Wiley Blackwell, vol. 43(3), pages 483-516, August.
    12. Harris, John R & Todaro, Michael P, 1970. "Migration, Unemployment & Development: A Two-Sector Analysis," American Economic Review, American Economic Association, vol. 60(1), pages 126-142, March.
    13. Barry Chiswick, 1999. "Are Immigrants Favorably Self-Selected?," American Economic Review, American Economic Association, vol. 89(2), pages 181-185, May.
    14. Bartel, Ann P, 1979. "The Migration Decision: What Role Does Job Mobility Play?," American Economic Review, American Economic Association, vol. 69(5), pages 775-786, December.
    15. Chris Robinson & Nigel Tomes, 1982. "Self-Selection and Interprovincial Migration in Canada," Canadian Journal of Economics, Canadian Economics Association, vol. 15(3), pages 474-502, August.
    16. Joseph G. Altonji & David Card, 1991. "The Effects of Immigration on the Labor Market Outcomes of Less-skilled Natives," NBER Chapters, in: Immigration, Trade, and the Labor Market, pages 201-234, National Bureau of Economic Research, Inc.
    17. Anzelika Zaiceva & Klaus F. Zimmermann, 2008. "Scale, diversity, and determinants of labour migration in Europe," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 24(3), pages 428-452, Autumn.
    18. Paul E. Gabriel & Susanne Schmitz, 1995. "Favorable Self-Selection and the Internal Migration of Young White Males in the United States," Journal of Human Resources, University of Wisconsin Press, vol. 30(3), pages 460-471.
    19. Haizheng Li & Steven Zahniser, 2002. "The Determinants of Temporary Rural-to-Urban Migration in China," Urban Studies, Urban Studies Journal Limited, vol. 39(12), pages 2219-2235, November.
    20. repec:eme:rleczz:s0147-9121(2012)0000035037 is not listed on IDEAS
    21. Wenshu Gao & Russell Smyth, 2011. "What keeps China's migrant workers going? Expectations and happiness among China's floating population," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 16(2), pages 163-182.
    22. Tunali, Insan, 2000. "Rationality of Migration," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 41(4), pages 893-920, November.
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    Cited by:

    1. Marta Bengoa & Christopher Rick, 2020. "Chinese Hukou Policy and Rural-to-Urban Migrants’ Health: Evidence from Matching Methods," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 46(2), pages 224-259, April.
    2. Xiaoxi Wang & Yaojun Zhang & Danlin Yu & Xiwei Wu & Ding Li, 2022. "Changes in Demographic Factors’ Influence on Regional Productivity Growth: Empirical Evidence from China, 2000–2010," Sustainability, MDPI, vol. 14(7), pages 1-19, April.
    3. Chan Mono Oum & Gazi M. Hassan & Mark J. Holmes, 2021. "Direct Monetary Costs and Its Determinants in Migration Decisions: Case of Cross-Border Labour Migration from Cambodia to Thailand," Working Papers in Economics 21/06, University of Waikato.
    4. Chan Mono Oum & Gazi M. Hassan & Mark J. Holmes, 2022. "Impact of Microcredit on Labour Migration Decisions: Evidence from a Cambodian Household Survey," Working Papers in Economics 22/01, University of Waikato.

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