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Network effects on labor contracts of internal migrants in China: a spatial autoregressive model

Author

Listed:
  • Badi H. Baltagi

    (Syracuse University)

  • Ying Deng

    (University of International Business and Economics)

  • Xiangjun Ma

    (University of International Business and Economics)

Abstract

This paper studies the fact that 37% of the internal migrants in China do not sign a labor contract with their employers, as revealed in a nationwide survey. These contract-free jobs pay lower hourly wages, require longer weekly work hours, and provide less insurance or on-the-job training than regular jobs with contracts. We find that the co-villager networks play an important role in a migrant’s decision on whether to accept such insecure and irregular jobs. By employing a comprehensive nationwide survey in 2011 in the spatial autoregressive logit model, we show that the common behavior of not signing contracts in the co-villager network increases the probability that a migrant accepts a contract-free job. We provide three possible explanations on how networks influence migrants’ contract decisions: job referral mechanism, limited information on contract benefits, and the “mini-labor union” formed among co-villagers, which substitutes for a formal contract. In the subsample analysis, we also find that the effects are larger for migrants whose jobs were introduced by their co-villagers, male migrants, migrants with rural Hukou, short-term migrants, and less educated migrants. The heterogeneous effects for migrants of different employer types, industries, and home provinces provide policy implications.

Suggested Citation

  • Badi H. Baltagi & Ying Deng & Xiangjun Ma, 2018. "Network effects on labor contracts of internal migrants in China: a spatial autoregressive model," Empirical Economics, Springer, vol. 55(1), pages 265-296, August.
  • Handle: RePEc:spr:empeco:v:55:y:2018:i:1:d:10.1007_s00181-017-1333-3
    DOI: 10.1007/s00181-017-1333-3
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    as
    1. Battu, Harminder & Seaman, Paul & Zenou, Yves, 2011. "Job contact networks and the ethnic minorities," Labour Economics, Elsevier, vol. 18(1), pages 48-56, January.
    2. Montgomery, James D, 1991. "Social Networks and Labor-Market Outcomes: Toward an Economic Analysis," American Economic Review, American Economic Association, vol. 81(5), pages 1407-1418, December.
    3. Marmaros, David & Sacerdote, Bruce, 2002. "Peer and social networks in job search," European Economic Review, Elsevier, vol. 46(4-5), pages 870-879, May.
    4. Linda Datcher Loury, 2006. "Some Contacts Are More Equal than Others: Informal Networks, Job Tenure, and Wages," Journal of Labor Economics, University of Chicago Press, vol. 24(2), pages 299-318, April.
    5. Zhang, Xiaobo & Li, Guo, 2003. "Does guanxi matter to nonfarm employment?," Journal of Comparative Economics, Elsevier, vol. 31(2), pages 315-331, June.
    6. Alison L. Booth & Marco Francesconi & Jeff Frank, 2002. "Temporary Jobs: Stepping Stones Or Dead Ends?," Economic Journal, Royal Economic Society, vol. 112(480), pages 189-213, June.
    7. Pinkse, Joris & Slade, Margaret E., 1998. "Contracting in space: An application of spatial statistics to discrete-choice models," Journal of Econometrics, Elsevier, vol. 85(1), pages 125-154, July.
    8. Kelejian, Harry H & Prucha, Ingmar R, 1998. "A Generalized Spatial Two-Stage Least Squares Procedure for Estimating a Spatial Autoregressive Model with Autoregressive Disturbances," The Journal of Real Estate Finance and Economics, Springer, vol. 17(1), pages 99-121, July.
    9. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    10. Patrick Bayer & Stephen L. Ross & Giorgio Topa, 2008. "Place of Work and Place of Residence: Informal Hiring Networks and Labor Market Outcomes," Journal of Political Economy, University of Chicago Press, vol. 116(6), pages 1150-1196, December.
    11. Yuyu Chen & Ginger Zhe Jin & Yang Yue, 2024. "Peer Migration in China," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 86(2), pages 257-313, April.
    12. Victor Aguirregabiria & Cesar Alonso-Borrego, 2014. "Labor Contracts And Flexibility: Evidence From A Labor Market Reform In Spain," Economic Inquiry, Western Economic Association International, vol. 52(2), pages 930-957, April.
    13. 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.
    14. Patacchini, Eleonora & Zenou, Yves, 2012. "Ethnic networks and employment outcomes," Regional Science and Urban Economics, Elsevier, vol. 42(6), pages 938-949.
    15. Antoni Calvó-Armengol & Matthew O. Jackson, 2004. "The Effects of Social Networks on Employment and Inequality," American Economic Review, American Economic Association, vol. 94(3), pages 426-454, June.
    16. Paul Frijters & Michael A. Shields & Stephen Wheatley Price, 2005. "Job Search Methods and Their Success: A Comparison of Immigrants and Natives in the UK," Economic Journal, Royal Economic Society, vol. 115(507), pages 359-376, November.
    17. Marianne Bertrand & Erzo F. P. Luttmer & Sendhil Mullainathan, 2000. "Network Effects and Welfare Cultures," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(3), pages 1019-1055.
    18. Steve Lovett & Lee C Simmons & Raja Kali, 1999. "Guanxi Versus the Market: Ethics and Efficiency," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 30(2), pages 231-247, June.
    19. Lena Hensvik & Oskar Nordström Skans, 2016. "Social Networks, Employee Selection, and Labor Market Outcomes," Journal of Labor Economics, University of Chicago Press, vol. 34(4), pages 825-867.
    20. Yannis M. Ioannides & Linda Datcher Loury, 2004. "Job Information Networks, Neighborhood Effects, and Inequality," Journal of Economic Literature, American Economic Association, vol. 42(4), pages 1056-1093, December.
    21. Esther Duflo & Emmanuel Saez, 2003. "The Role of Information and Social Interactions in Retirement Plan Decisions: Evidence from a Randomized Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(3), pages 815-842.
    22. Michele Battisti & Giovanni Peri & Agnese Romiti, 2022. "Dynamic Effects of Co-Ethnic Networks on Immigrants’ Economic Success," The Economic Journal, Royal Economic Society, vol. 132(641), pages 58-88.
    23. Giuseppe Arbia & Badi H. Baltagi (ed.), 2009. "Spatial Econometrics," Studies in Empirical Economics, Springer, number 978-3-7908-2070-6, March.
    24. Baltagi, Badi H. & Yen, Yin-Fang, 2014. "Hospital treatment rates and spillover effects: Does ownership matter?," Regional Science and Urban Economics, Elsevier, vol. 49(C), pages 193-202.
    25. Smirnov, Oleg A., 2010. "Modeling spatial discrete choice," Regional Science and Urban Economics, Elsevier, vol. 40(5), pages 292-298, September.
    26. Klier, Thomas & McMillen, Daniel P, 2008. "Clustering of Auto Supplier Plants in the United States," Journal of Business & Economic Statistics, American Statistical Association, vol. 26, pages 460-471.
    27. Carrington, William J & Detragiache, Enrica & Vishwanath, Tara, 1996. "Migration with Endogenous Moving Costs," American Economic Review, American Economic Association, vol. 86(4), pages 909-930, September.
    28. Hellerstein, Judith K. & McInerney, Melissa & Neumark, David, 2008. "Measuring the Importance of Labor Market Networks," IZA Discussion Papers 3750, Institute of Labor Economics (IZA).
    29. Xu Lin, 2010. "Identifying Peer Effects in Student Academic Achievement by Spatial Autoregressive Models with Group Unobservables," Journal of Labor Economics, University of Chicago Press, vol. 28(4), pages 825-860, October.
    30. Lung-fei Lee, 2003. "Best Spatial Two-Stage Least Squares Estimators for a Spatial Autoregressive Model with Autoregressive Disturbances," Econometric Reviews, Taylor & Francis Journals, vol. 22(4), pages 307-335.
    31. Zenou, Yves, 2012. "Networks in Economics," CEPR Discussion Papers 9021, C.E.P.R. Discussion Papers.
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    Cited by:

    1. Hong Chen & Jia Yu & Mingshuai Qin & Yangyang Wang & Lijian Qin, 2023. "Unlocking Opportunities for Migrant Workers in China: Analyzing the Impact of Health Insurance on Hukou Switching Intentions," Sustainability, MDPI, vol. 15(8), pages 1-15, April.
    2. Xingang Wang & Sholeh A. Maani & Alan Rogers, 2021. "Economic Network Effects and Immigrant Earnings," The Economic Record, The Economic Society of Australia, vol. 97(316), pages 78-99, March.
    3. Sylvanus Gaku & Emmanuel S. Tsyawo, 2021. "Neighbourhood effects and the incidence of child labour," Letters in Spatial and Resource Sciences, Springer, vol. 14(3), pages 247-259, December.
    4. Heath Henderson & Arnob Alam, 2022. "The structure of risk-sharing networks," Empirical Economics, Springer, vol. 62(2), pages 853-886, February.
    5. Xingang Wang & Sholeh A. Maani, 2021. "Ethnic regional networks and immigrants' earnings: A spatial autoregressive network approach," Papers in Regional Science, Wiley Blackwell, vol. 100(1), pages 141-168, February.
    6. Chuanmin Zhao & Xi Qu, 2022. "Social networks and internal migration in China: A spatial autoregressive model," Review of Development Economics, Wiley Blackwell, vol. 26(2), pages 1132-1163, May.

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    More about this item

    Keywords

    Contract; Co-villager network; Spatial autoregressive logit model; Internal migrants;
    All these keywords.

    JEL classification:

    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)
    • J41 - Labor and Demographic Economics - - Particular Labor Markets - - - Labor Contracts

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