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Social networks and internal migration in China: A spatial autoregressive model

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  • Chuanmin Zhao
  • Xi Qu

Abstract

Individual decisions such as migration can be influenced by different types of social networks. This paper examines strong and weak network effects on internal migration in China by distinguishing between first‐time migrants and experienced migrants. Strong networks are constructed by household members, while weak networks are determined by the village in which the individual resides. By employing spatial econometrics tools, we show that strong networks have a significant positive effect on the first‐time migration decision, while weak network effects vary across home provinces and are significant and positive only for some provinces. We also classify the sample to explore the network effects within the household and find that the effects are larger among siblings, especially among siblings of the same gender. In contrast, strong networks have a smaller impact, and weak networks appear to encourage migration after people have migration experience. Similar findings also apply to the choice of destination, months worked away from home, and migration earnings.

Suggested Citation

  • 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.
  • Handle: RePEc:bla:rdevec:v:26:y:2022:i:2:p:1132-1163
    DOI: 10.1111/rode.12843
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    1. Du, Yang & Park, Albert & Wang, Sangui, 2005. "Migration and rural poverty in China," Journal of Comparative Economics, Elsevier, vol. 33(4), pages 688-709, December.
    2. Knight, John & Yueh, Linda, 2004. "Job mobility of residents and migrants in urban China," Journal of Comparative Economics, Elsevier, vol. 32(4), pages 637-660, December.
    3. Todaro, Michael P, 1969. "A Model for Labor Migration and Urban Unemployment in Less Developed Countries," American Economic Review, American Economic Association, vol. 59(1), pages 138-148, March.
    4. Francisca M. Antman, 2010. "Adult Child Migration and the Health of Elderly Parents Left behind in Mexico," American Economic Review, American Economic Association, vol. 100(2), pages 205-208, May.
    5. Filiz Garip, 2008. "Social capital and migration: How do similar resources lead to divergent outcomes?," Demography, Springer;Population Association of America (PAA), vol. 45(3), pages 591-617, August.
    6. Francisca M. Antman, 2012. "Elderly Care and Intrafamily Resource Allocation when Children Migrate," Journal of Human Resources, University of Wisconsin Press, vol. 47(2), pages 331-363.
    7. Krauth, Brian V., 2006. "Simulation-based estimation of peer effects," Journal of Econometrics, Elsevier, vol. 133(1), pages 243-271, July.
    8. Charles F. Manski, 2000. "Economic Analysis of Social Interactions," Journal of Economic Perspectives, American Economic Association, vol. 14(3), pages 115-136, Summer.
    9. 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.
    10. Liu, Xiaodong & Lee, Lung-fei, 2010. "GMM estimation of social interaction models with centrality," Journal of Econometrics, Elsevier, vol. 159(1), pages 99-115, November.
    11. 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.
    12. Adam S. Booij & Edwin Leuven & Hessel Oosterbeek, 2017. "Ability Peer Effects in University: Evidence from a Randomized Experiment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 84(2), pages 547-578.
    13. Brock, William A. & Durlauf, Steven N., 2007. "Identification of binary choice models with social interactions," Journal of Econometrics, Elsevier, vol. 140(1), pages 52-75, September.
    14. Powell, Lisa M. & Tauras, John A. & Ross, Hana, 2005. "The importance of peer effects, cigarette prices and tobacco control policies for youth smoking behavior," Journal of Health Economics, Elsevier, vol. 24(5), pages 950-968, September.
    15. William A. Brock & Steven N. Durlauf, 2001. "Discrete Choice with Social Interactions," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 68(2), pages 235-260.
    16. Hiwatari, Masato, 2016. "Social networks and migration decisions: The influence of peer effects in rural households in Central Asia," Journal of Comparative Economics, Elsevier, vol. 44(4), pages 1115-1131.
    17. 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.
    18. 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.
    19. 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.
    20. Giulietti, Corrado & Wahba, Jackline & Zenou, Yves, 2018. "Strong versus weak ties in migration," European Economic Review, Elsevier, vol. 104(C), pages 111-137.
    21. Zhang, Hongliang & Behrman, Jere R. & Fan, C. Simon & Wei, Xiangdong & Zhang, Junsen, 2014. "Does parental absence reduce cognitive achievements? Evidence from rural China," Journal of Development Economics, Elsevier, vol. 111(C), pages 181-195.
    22. Charles F. Manski, 1993. "Identification of Endogenous Social Effects: The Reflection Problem," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(3), pages 531-542.
    23. Elhorst, J. Paul & Lacombe, Donald J. & Piras, Gianfranco, 2012. "On model specification and parameter space definitions in higher order spatial econometric models," Regional Science and Urban Economics, Elsevier, vol. 42(1-2), pages 211-220.
    24. 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.
    25. Mehtap Akgüç & Corrado Giulietti & Klaus Zimmermann, 2014. "The RUMiC longitudinal survey: fostering research on labor markets in China," IZA Journal of Labor & Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 3(1), pages 1-14, December.
    26. 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.
    27. Avner Greif & Guido Tabellini, 2010. "Cultural and Institutional Bifurcation: China and Europe Compared," American Economic Review, American Economic Association, vol. 100(2), pages 135-140, May.
    28. Larry A. Sjaastad, 1970. "The Costs and Returns of Human Migration," Palgrave Macmillan Books, in: Harry W. Richardson (ed.), Regional Economics, chapter 9, pages 115-133, Palgrave Macmillan.
    29. Dustmann, Christian, 2003. "Return migration, wage differentials, and the optimal migration duration," European Economic Review, Elsevier, vol. 47(2), pages 353-369, April.
    30. Kaivan Munshi, 2014. "Community Networks and the Process of Development," Journal of Economic Perspectives, American Economic Association, vol. 28(4), pages 49-76, Fall.
    31. Lee, Lung-fei, 2007. "Identification and estimation of econometric models with group interactions, contextual factors and fixed effects," Journal of Econometrics, Elsevier, vol. 140(2), pages 333-374, October.
    32. 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.
    33. Bruce Sacerdote, 2001. "Peer Effects with Random Assignment: Results for Dartmouth Roommates," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(2), pages 681-704.
    34. 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.
    35. Mao-Mei Liu, 2013. "Migrant Networks and International Migration: Testing Weak Ties," Demography, Springer;Population Association of America (PAA), vol. 50(4), pages 1243-1277, August.
    36. Yaohui Zhao, 2003. "The Role of Migrant Networks in Labor Migration: The Case of China," Contemporary Economic Policy, Western Economic Association International, vol. 21(4), pages 500-511, October.
    37. 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.
    38. Vanderkamp, John, 1971. "Migration Flows, Their Determinants and the Effects of Return Migration," Journal of Political Economy, University of Chicago Press, vol. 79(5), pages 1012-1031, Sept.-Oct.
    39. Lung-fei Lee & Xiaodong Liu & Xu Lin, 2010. "Specification and estimation of social interaction models with network structures," Econometrics Journal, Royal Economic Society, vol. 13(2), pages 145-176, July.
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