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Peer effects of local students on the human capital of migrant children in middle schools: Evidence from China

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  • Liu, Xiaoyu
  • Chen, Boou
  • Zhang, Jinhua

Abstract

The role of peer effects in children's human capital accumulation has attracted increased amounts of attention. Using data from a nationally representative survey of Chinese middle school students, this paper exploits random student-classroom assignment as a quasi-natural experiment to identify the peer effects of local students on the human capital of migrant children in Chinese middle schools. The results indicate that the peer effects of local students significantly improve the human capital of migrant children, including academic performance, cognitive abilities and non-cognitive abilities. Moreover, these peer effects can be further explained by improved parent-child relationships and parental expectations, increased student effort and expectations, and optimized teachers' teaching and school climate. Additionally, the peer effects from local students varies with migrant children's gender, Hukou, number of siblings and grade. Our research contributes to complementing the research field regarding peer effects and provides a new policy-oriented direction for the development of migrant children's human capital.

Suggested Citation

  • Liu, Xiaoyu & Chen, Boou & Zhang, Jinhua, 2024. "Peer effects of local students on the human capital of migrant children in middle schools: Evidence from China," Journal of Asian Economics, Elsevier, vol. 94(C).
  • Handle: RePEc:eee:asieco:v:94:y:2024:i:c:s1049007824000599
    DOI: 10.1016/j.asieco.2024.101764
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    as
    1. Andreas Ammermueller & Jörn-Steffen Pischke, 2009. "Peer Effects in European Primary Schools: Evidence from the Progress in International Reading Literacy Study," Journal of Labor Economics, University of Chicago Press, vol. 27(3), pages 315-348, July.
    2. Arthur Lewbel, 2012. "Using Heteroscedasticity to Identify and Estimate Mismeasured and Endogenous Regressor Models," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 30(1), pages 67-80.
    3. Jacob M. Markman & Eric A. Hanushek & John F. Kain & Steven G. Rivkin, 2003. "Does peer ability affect student achievement?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 18(5), pages 527-544.
    4. David J. Zimmerman, 2003. "Peer Effects in Academic Outcomes: Evidence from a Natural Experiment," The Review of Economics and Statistics, MIT Press, vol. 85(1), pages 9-23, February.
    5. Stephen B. Billings & Jonah Rockoff, 2014. "School Segregation, Educational Attainment, and Crime: Evidence from the End of Busing in Charlotte-Mecklenburg," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(1), pages 435-476.
    6. Wendy J. Umberger & Xiaobo He & Nicholas Minot & Hery Toiba, 2015. "Examining the Relationship between the Use of Supermarkets and Over-nutrition in Indonesia," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 97(2), pages 510-525.
    7. Frattini, Tommaso & Meschi, Elena, 2019. "The effect of immigrant peers in vocational schools," European Economic Review, Elsevier, vol. 113(C), pages 1-22.
    8. Min, Shi & Yuan, Zhouhang & Wang, Xiaobing & Hou, Lingling, 2019. "Do peer effects influence the academic performance of rural students at private migrant schools in China?," China Economic Review, Elsevier, vol. 54(C), pages 418-433.
    9. Christopher F Baum & Arthur Lewbel, 2019. "Advice on using heteroskedasticity-based identification," Stata Journal, StataCorp LLC, vol. 19(4), pages 757-767, December.
    10. Brummet, Quentin, 2014. "The effect of school closings on student achievement," Journal of Public Economics, Elsevier, vol. 119(C), pages 108-124.
    11. Heckman, James J. & Moon, Seong Hyeok & Pinto, Rodrigo & Savelyev, Peter A. & Yavitz, Adam, 2010. "The rate of return to the HighScope Perry Preschool Program," Journal of Public Economics, Elsevier, vol. 94(1-2), pages 114-128, February.
    12. Asako Ohinata & Jan C. van Ours, 2013. "How Immigrant Children Affect the Academic Achievement of Native Dutch Children," Economic Journal, Royal Economic Society, vol. 0, pages 308-331, August.
    13. Arnott, Richard & Rowse, John, 1987. "Peer group effects and educational attainment," Journal of Public Economics, Elsevier, vol. 32(3), pages 287-305, April.
    14. Victor Lavy & M. Daniele Paserman & Analia Schlosser, 2012. "Inside the Black Box of Ability Peer Effects: Evidence from Variation in the Proportion of Low Achievers in the Classroom," Economic Journal, Royal Economic Society, vol. 122(559), pages 208-237, March.
    15. Mary A. Burke & Tim R. Sass, 2013. "Classroom Peer Effects and Student Achievement," Journal of Labor Economics, University of Chicago Press, vol. 31(1), pages 51-82.
    16. 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.
    17. Jan Feld & Ulf Zölitz, 2017. "Understanding Peer Effects: On the Nature, Estimation, and Channels of Peer Effects," Journal of Labor Economics, University of Chicago Press, vol. 35(2), pages 387-428.
    18. Joshua D. Angrist & Kevin Lang, 2004. "Does School Integration Generate Peer Effects? Evidence from Boston's Metco Program," American Economic Review, American Economic Association, vol. 94(5), pages 1613-1634, December.
    19. Wang, Haining & Cheng, Zhiming, 2022. "Kids eat free: School feeding and family spending on education," Journal of Economic Behavior & Organization, Elsevier, vol. 193(C), pages 196-212.
    20. Esther Duflo & Pascaline Dupas & Michael Kremer, 2011. "Peer Effects, Teacher Incentives, and the Impact of Tracking: Evidence from a Randomized Evaluation in Kenya," American Economic Review, American Economic Association, vol. 101(5), pages 1739-1774, August.
    21. Victor Lavy & Analia Schlosser, 2011. "Mechanisms and Impacts of Gender Peer Effects at School," American Economic Journal: Applied Economics, American Economic Association, vol. 3(2), pages 1-33, April.
    22. Morales, Camila, 2022. "Do refugee students affect the academic achievement of peers? Evidence from a large urban school district," Economics of Education Review, Elsevier, vol. 89(C).
    23. Esther Duflo & Rema Hanna & Stephen P. Ryan, 2012. "Incentives Work: Getting Teachers to Come to School," American Economic Review, American Economic Association, vol. 102(4), pages 1241-1278, June.
    24. Schneeweis, Nicole, 2015. "Immigrant concentration in schools: Consequences for native and migrant students," Labour Economics, Elsevier, vol. 35(C), pages 63-76.
    25. 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.
    26. Jie Gong & Yi Lu & Hong Song, 2021. "Gender Peer Effects on Students’ Academic and Noncognitive Outcomes: Evidence and Mechanisms," Journal of Human Resources, University of Wisconsin Press, vol. 56(3), pages 686-710.
    27. Emily Hannum & Xiaoying Liu & Fan Wang, 2021. "Estimating the Effects of Educational System Consolidation: The Case of China’s Rural School Closure Initiative," Economic Development and Cultural Change, University of Chicago Press, vol. 70(1), pages 485-528.
    28. Rosario Maria Ballatore & Margherita Fort & Andrea Ichino, 2018. "Tower of Babel in the Classroom: Immigrants and Natives in Italian Schools," Journal of Labor Economics, University of Chicago Press, vol. 36(4), pages 885-921.
    29. Holger Sieg & Dennis Epple & Richard Romano, 2003. "Peer effects, financial aid and selection of students into colleges and universities: an empirical analysis," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 18(5), pages 501-525.
    30. Jennifer Hunt, 2017. "The Impact of Immigration on the Educational Attainment of Natives," Journal of Human Resources, University of Wisconsin Press, vol. 52(4), pages 1060-1118.
    31. Scott E. Carrell & Mark Hoekstra & Elira Kuka, 2018. "The Long-Run Effects of Disruptive Peers," American Economic Review, American Economic Association, vol. 108(11), pages 3377-3415, November.
    32. Beuchert, Louise & Humlum, Maria Knoth & Nielsen, Helena Skyt & Smith, Nina, 2018. "The short-term effects of school consolidation on student achievement: Evidence of disruption?," Economics of Education Review, Elsevier, vol. 65(C), pages 31-47.
    33. Chen, Yuanyuan & Feng, Shuaizhang, 2019. "The education of migrant children in China's urban public elementary schools: Evidence from Shanghai," China Economic Review, Elsevier, vol. 54(C), pages 390-402.
    34. Jan Feld & Ulf Zölitz, 2017. "Understanding Peer Effects: On the Nature, Estimation, and Channels of Peer Effects," Journal of Labor Economics, University of Chicago Press, vol. 35(2), pages 387-428.
    35. Jie Gong & Yi Lu & Hong Song, 2018. "The Effect of Teacher Gender on Students’ Academic and Noncognitive Outcomes," Journal of Labor Economics, University of Chicago Press, vol. 36(3), pages 743-778.
    36. Zhang, Huafeng, 2017. "Opportunity or new poverty trap: Rural-urban education disparity and internal migration in China," China Economic Review, Elsevier, vol. 44(C), pages 112-124.
    37. 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.
    38. Hu, Feng, 2018. "Migrant peers in the classroom: Is the academic performance of local students negatively affected?," Journal of Comparative Economics, Elsevier, vol. 46(2), pages 582-597.
    39. Victor Lavy & Analía Schlosser, 2011. "Corrigendum: Mechanisms and Impacts of Gender Peer Effects at School," American Economic Journal: Applied Economics, American Economic Association, vol. 3(3), pages 268-268, July.
    40. Wang, Haining & Cheng, Zhiming & Smyth, Russell, 2018. "Do migrant students affect local students’ academic achievements in urban China?," Economics of Education Review, Elsevier, vol. 63(C), pages 64-77.
    41. James J. Heckman & Jora Stixrud & Sergio Urzua, 2006. "The Effects of Cognitive and Noncognitive Abilities on Labor Market Outcomes and Social Behavior," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 411-482, July.
    42. Li, Tao & Han, Li & Zhang, Linxiu & Rozelle, Scott, 2014. "Encouraging classroom peer interactions: Evidence from Chinese migrant schools," Journal of Public Economics, Elsevier, vol. 111(C), pages 29-45.
    43. Tessa Bold & Deon Filmer & Gayle Martin & Ezequiel Molina & Brian Stacy & Christophe Rockmore & Jakob Svensson & Waly Wane, 2017. "Enrollment without Learning: Teacher Effort, Knowledge, and Skill in Primary Schools in Africa," Journal of Economic Perspectives, American Economic Association, vol. 31(4), pages 185-204, Fall.
    44. Elizabeth U. Cascio & Ethan G. Lewis, 2012. "Cracks in the Melting Pot: Immigration, School Choice, and Segregation," American Economic Journal: Economic Policy, American Economic Association, vol. 4(3), pages 91-117, August.
    45. Wang, Weidong & Dong, Yongqing & Liu, Xiaohong & Bai, Yunli & Zhang, Linxiu, 2020. "The effect of parents’ education on the academic and non-cognitive outcomes of their children: Evidence from China," Children and Youth Services Review, Elsevier, vol. 117(C).
    46. Xiaobing Wang & Yu Bai & Linxiu Zhang & Scott Rozelle, 2017. "Migration, Schooling Choice, and Student Outcomes in China," Population and Development Review, The Population Council, Inc., vol. 43(4), pages 625-643, December.
    47. Zhao, Guochang & Ye, Jingjing & Li, Zhengyang & Xue, Sen, 2017. "How and why do Chinese urban students outperform their rural counterparts?," China Economic Review, Elsevier, vol. 45(C), pages 103-123.
    48. Jensen, Peter & Rasmussen, Astrid Würtz, 2011. "The effect of immigrant concentration in schools on native and immigrant children's reading and math skills," Economics of Education Review, Elsevier, vol. 30(6), pages 1503-1515.
    49. Lefgren, Lars, 2004. "Educational peer effects and the Chicago public schools," Journal of Urban Economics, Elsevier, vol. 56(2), pages 169-191, September.
    50. David S. Lyle, 2009. "The Effects of Peer Group Heterogeneity on the Production of Human Capital at West Point," American Economic Journal: Applied Economics, American Economic Association, vol. 1(4), pages 69-84, October.
    51. Ma, Yuna & Hou, Xin & Huang, Jin & Wang, Weiwei & Li, Yanping & Zhou, Xiaochun & Du, Xi, 2018. "Educational inequality and achievement disparity: An empirical study of migrant children in China," Children and Youth Services Review, Elsevier, vol. 87(C), pages 145-153.
    52. Schmidt, Robert M, 1983. "Who Maximizes What? A Study in Student Time Allocation," American Economic Review, American Economic Association, vol. 73(2), pages 23-28, May.
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    More about this item

    Keywords

    Peer effects; Migrant children; Human capital; Quasi-natural experiment;
    All these keywords.

    JEL classification:

    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality
    • J11 - Labor and Demographic Economics - - Demographic Economics - - - Demographic Trends, Macroeconomic Effects, and Forecasts
    • J15 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Minorities, Races, Indigenous Peoples, and Immigrants; Non-labor Discrimination

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