IDEAS home Printed from https://ideas.repec.org/a/eee/labeco/v69y2021ics0927537120301627.html
   My bibliography  Save this article

Social spillovers of China’s left-behind children in the classroom

Author

Listed:
  • Wang, Haining
  • Zhu, Rong

Abstract

Rural–urban migrants in China often have to leave their children in rural areas due to institutional restrictions. This paper examines the causal spillover effects of left-behind children on their classmates living with parents in rural China, exploiting the random assignment of students to classes within middle schools. We find that the proportion of left-behind children in class has a significant negative impact on the mental health of their classmates. We also show that the negative peer effects on mental health are related to the worsening of both classroom climate and peer-to-peer interactions. However, there is no evidence that exposure to left-behind students impairs the academic performance of their peers in the same classroom. Our findings suggest that the welfare losses of China’s rural children resulting from the rural–urban migration of adult population are larger than previously thought after accounting for the negative social spillovers of left-behind children on their peers.

Suggested Citation

  • Wang, Haining & Zhu, Rong, 2021. "Social spillovers of China’s left-behind children in the classroom," Labour Economics, Elsevier, vol. 69(C).
  • Handle: RePEc:eee:labeco:v:69:y:2021:i:c:s0927537120301627
    DOI: 10.1016/j.labeco.2020.101958
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0927537120301627
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.labeco.2020.101958?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    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. Auestad, May Linn, 2018. "The effect of low-achieving peers," Labour Economics, Elsevier, vol. 55(C), pages 178-214.
    3. Fortin, Bernard & Yazbeck, Myra, 2015. "Peer effects, fast food consumption and adolescent weight gain," Journal of Health Economics, Elsevier, vol. 42(C), pages 125-138.
    4. Chad Meyerhoefer & C. Chen, 2011. "The effect of parental labor migration on children’s educational progress in rural china," Review of Economics of the Household, Springer, vol. 9(3), pages 379-396, September.
    5. Joseph G. Altonji & Todd E. Elder & Christopher R. Taber, 2005. "Selection on Observed and Unobserved Variables: Assessing the Effectiveness of Catholic Schools," Journal of Political Economy, University of Chicago Press, vol. 113(1), pages 151-184, February.
    6. 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.
    7. Lundborg, Petter, 2006. "Having the wrong friends? Peer effects in adolescent substance use," Journal of Health Economics, Elsevier, vol. 25(2), pages 214-233, March.
    8. 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.
    9. Rasheda Khanam & Son Nghiem & Maisha Rahman, 2020. "The income gradient and child mental health in Australia: does it vary by assessors?," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 21(1), pages 19-36, February.
    10. David Card & Laura Giuliano, 2013. "Peer Effects and Multiple Equilibria in the Risky Behavior of Friends," The Review of Economics and Statistics, MIT Press, vol. 95(4), pages 1130-1149, October.
    11. Emily Oster, 2019. "Unobservable Selection and Coefficient Stability: Theory and Evidence," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(2), pages 187-204, April.
    12. 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.
    13. Cortes, Patricia, 2015. "The Feminization of International Migration and its Effects on the Children Left Behind: Evidence from the Philippines," World Development, Elsevier, vol. 65(C), pages 62-78.
    14. Trogdon, Justin G. & Nonnemaker, James & Pais, Joanne, 2008. "Peer effects in adolescent overweight," Journal of Health Economics, Elsevier, vol. 27(5), pages 1388-1399, September.
    15. Melisa Bubonya & Deborah A. Cobb-Clark & Mark Wooden, 2017. "Job loss and the mental health of spouses and adolescent children," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 6(1), pages 1-27, December.
    16. 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.
    17. Jan Bietenbeck, 2020. "The Long-Term Impacts of Low-Achieving Childhood Peers: Evidence from Project STAR," Journal of the European Economic Association, European Economic Association, vol. 18(1), pages 392-426.
    18. Lukas Kiessling & Jonathan Norris, 2020. "The long-run effects of peers on mental health," Working Papers 2006, University of Strathclyde Business School, Department of Economics.
    19. Bin Huang & Rong Zhu, 2020. "Peer effects of low-ability students in the classroom: evidence from China’s middle schools," Journal of Population Economics, Springer;European Society for Population Economics, vol. 33(4), pages 1343-1380, October.
    20. Giulietti, Corrado & Vlassopoulos, Michael & Zenou, Yves, 2022. "Peers, gender, and long-term depression," European Economic Review, Elsevier, vol. 144(C).
    21. 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.
    22. Jonathan Guryan & Kory Kroft & Matthew J. Notowidigdo, 2009. "Peer Effects in the Workplace: Evidence from Random Groupings in Professional Golf Tournaments," American Economic Journal: Applied Economics, American Economic Association, vol. 1(4), pages 34-68, October.
    23. Viet Nguyen, Cuong, 2016. "Does parental migration really benefit left-behind children? Comparative evidence from Ethiopia, India, Peru and Vietnam," Social Science & Medicine, Elsevier, vol. 153(C), pages 230-239.
    24. Feng, Han & Li, Jiayao, 2016. "Head teachers, peer effects, and student achievement," China Economic Review, Elsevier, vol. 41(C), pages 268-283.
    25. Eisenberg, Daniel & Golberstein, Ezra & Whitlock, Janis L., 2014. "Peer effects on risky behaviors: New evidence from college roommate assignments," Journal of Health Economics, Elsevier, vol. 33(C), pages 126-138.
    26. 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.
    27. Song, Yang, 2014. "What should economists know about the current Chinese hukou system?," China Economic Review, Elsevier, vol. 29(C), pages 200-212.
    28. 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.
    29. Chen, Yuanyuan & Feng, Shuaizhang, 2013. "Access to public schools and the education of migrant children in China," China Economic Review, Elsevier, vol. 26(C), pages 75-88.
    30. 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.
    31. Harris, Jeffrey E. & González López-Valcárcel, Beatriz, 2008. "Asymmetric peer effects in the analysis of cigarette smoking among young people in the United States, 1992-1999," Journal of Health Economics, Elsevier, vol. 27(2), pages 249-264, March.
    32. Alexander N. Slade & Andrea H. Beller & Elizabeth T. Powers, 2017. "Family structure and young adult health outcomes," Review of Economics of the Household, Springer, vol. 15(1), pages 175-197, March.
    33. Kevin Milligan & Mark Stabile, 2011. "Do Child Tax Benefits Affect the Well-Being of Children? Evidence from Canadian Child Benefit Expansions," American Economic Journal: Economic Policy, American Economic Association, vol. 3(3), pages 175-205, August.
    34. Ahn, Tom & Trogdon, Justin G., 2017. "Peer delinquency and student achievement in middle school," Labour Economics, Elsevier, vol. 44(C), pages 192-217.
    35. Scott E. Carrell & Mark L. Hoekstra, 2010. "Externalities in the Classroom: How Children Exposed to Domestic Violence Affect Everyone's Kids," American Economic Journal: Applied Economics, American Economic Association, vol. 2(1), pages 211-228, January.
    36. David N. Figlio, 2007. "Boys Named Sue: Disruptive Children and Their Peers," Education Finance and Policy, MIT Press, vol. 2(4), pages 376-394, September.
    37. Minhui Zhou & Rachel Murphy & Ran Tao, 2014. "Effects of Parents' Migration on the Education of Children Left Behind in Rural China," Population and Development Review, The Population Council, Inc., vol. 40(2), pages 273-292, June.
    38. 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.
    39. Li, Qiang & Liu, Gordon & Zang, Wenbin, 2015. "The health of left-behind children in rural China," China Economic Review, Elsevier, vol. 36(C), pages 367-376.
    40. Chang, Fang & Jiang, Yuxi & Loyalka, Prashant & Chu, James & Shi, Yaojiang & Osborn, Annie & Rozelle, Scott, 2019. "Parental migration, educational achievement, and mental health of junior high school students in rural China," China Economic Review, Elsevier, vol. 54(C), pages 337-349.
    41. Clark, Andrew E. & Loheac, Youenn, 2007. ""It wasn't me, it was them!" Social influence in risky behavior by adolescents," Journal of Health Economics, Elsevier, vol. 26(4), pages 763-784, July.
    42. Loh, Chung-Ping A. & Li, Qiang, 2013. "Peer effects in adolescent bodyweight: Evidence from rural China," Social Science & Medicine, Elsevier, vol. 86(C), pages 35-44.
    43. 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.
    44. Jason Fletcher, 2012. "Peer influences on adolescent alcohol consumption: evidence using an instrumental variables/fixed effect approach," Journal of Population Economics, Springer;European Society for Population Economics, vol. 25(4), pages 1265-1286, October.
    45. Daniel Eisenberg & Ezra Golberstein & Janis L. Whitlock & Marilyn F. Downs, 2013. "Social Contagion Of Mental Health: Evidence From College Roommates," Health Economics, John Wiley & Sons, Ltd., vol. 22(8), pages 965-986, August.
    46. Carman, Katherine Grace & Zhang, Lei, 2012. "Classroom peer effects and academic achievement: Evidence from a Chinese middle school," China Economic Review, Elsevier, vol. 23(2), pages 223-237.
    47. 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.
    48. Turner, Heather A. & Finkelhor, David & Ormrod, Richard, 2006. "The effect of lifetime victimization on the mental health of children and adolescents," Social Science & Medicine, Elsevier, vol. 62(1), pages 13-27, January.
    49. Brown, Philip H, 2006. "Parental Education and Investment in Children's Human Capital in Rural China," Economic Development and Cultural Change, University of Chicago Press, vol. 54(4), pages 759-789, July.
    50. Li, Qiang & Zang, Wenbin & An, Lian, 2013. "Peer effects and school dropout in rural China," China Economic Review, Elsevier, vol. 27(C), pages 238-248.
    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. Guo, Yuhe & Li, Shaoping & Chen, Siwei & Tang, Yalin & Liu, Chengfang, 2022. "Health benefits of having more female classmates: Quasi-experimental evidence from China," Economics of Education Review, Elsevier, vol. 91(C).
    2. Dong, Xiaoqi & Liang, Yinhe & Yu, Shuang, 2023. "Middle-achieving students are also my peers: The impact of peer effort on academic performance," Labour Economics, Elsevier, vol. 80(C).

    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. Feng, Shuaizhang & Kim, Jun Hyung & Yang, Zhe, 2021. "Effects of Childhood Peers on Personality Skills," IZA Discussion Papers 14952, Institute of Labor Economics (IZA).
    2. Bin Huang & Rong Zhu, 2020. "Peer effects of low-ability students in the classroom: evidence from China’s middle schools," Journal of Population Economics, Springer;European Society for Population Economics, vol. 33(4), pages 1343-1380, October.
    3. Getik, Demid & Meier, Armando N., 2022. "Peer gender and mental health⁎," Journal of Economic Behavior & Organization, Elsevier, vol. 197(C), pages 643-659.
    4. Zhao, Liqiu & Zhao, Zhong, 2021. "Disruptive Peers in the Classroom and Students’ Academic Outcomes: Evidence and Mechanisms," Labour Economics, Elsevier, vol. 68(C).
    5. de Gendre, Alexandra & Salamanca, Nicolás, 2020. "On the Mechanisms of Ability Peer Effects," IZA Discussion Papers 13938, Institute of Labor Economics (IZA).
    6. Ana Balsa & Carlos Díaz, 2018. "Social interactions in health behaviors and conditions," Documentos de Trabajo/Working Papers 1802, Facultad de Ciencias Empresariales y Economia. Universidad de Montevideo..
    7. 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.
    8. Zhang, Haifeng & Zang, Lijun & Mao, Mingzhi & Guo, Jiqiang & Wang, Chunchao, 2023. "The externalities of preschool attendees in middle school classes," China Economic Review, Elsevier, vol. 77(C).
    9. Wang Tianheng, 2021. "Classroom Composition and Student Academic Achievement: The Impact of Peers’ Parental Education," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 21(1), pages 273-305, January.
    10. Huang, Bin & Lu, Haiyang & Zhu, Rong, 2021. "Disabled Peers and Student Performance: Quasi-Experimental Evidence from China," Economics of Education Review, Elsevier, vol. 82(C).
    11. Paul Frijters & Asad Islam & Chitwan Lalji & Debayan Pakrashi, 2019. "Roommate effects in health outcomes," Health Economics, John Wiley & Sons, Ltd., vol. 28(8), pages 998-1034, August.
    12. Li, Li & Zhao, Liqiu, 2022. "Does a “bad apple” spoil the bunch? The impact of low-achieving students on non-cognitive outcomes," China Economic Review, Elsevier, vol. 76(C).
    13. Dong, Xiaoqi & Liang, Yinhe & Yu, Shuang, 2023. "Middle-achieving students are also my peers: The impact of peer effort on academic performance," Labour Economics, Elsevier, vol. 80(C).
    14. Bai, Yu & Yang, Ning & Wang, Lei & Zhang, Siqi, 2022. "The impacts of maternal migration on the cognitive development of preschool-aged children left behind in rural China," World Development, Elsevier, vol. 158(C).
    15. Aurélien Sallin & Simone Balestra, 2022. "The Earth is Not Flat: A New World of High-Dimensional Peer Effects," Economics of Education Working Paper Series 0189, University of Zurich, Department of Business Administration (IBW).
    16. Wang, Haining & Cheng, Zhiming & Zhe Wang, Ben & Chen, Yuanyuan, 2021. "Childhood left-behind experience and labour market outcomes in China," Journal of Business Research, Elsevier, vol. 132(C), pages 196-207.
    17. Luo, Yiyang & Yang, Songtao, 2023. "Gender peer effects on students’ educational and occupational expectations," China Economic Review, Elsevier, vol. 77(C).
    18. Sun, Yucheng & Zhou, Xianbo, 2022. "The effect of teacher's concurrent administrative position on students' academic outcomes: Evidence and mechanisms," China Economic Review, Elsevier, vol. 71(C).
    19. Wennberg, Karl & Norgren, Axel, 2021. "Models of Peer Effects in Education," Working Papers 21/3, Stockholm School of Economics, Center for Educational Leadership and Excellence.
    20. Bobby W. Chung & Jian Zou, 2023. "Understanding spillover of peer parental education: Randomization evidence and mechanisms," Economic Inquiry, Western Economic Association International, vol. 61(3), pages 496-522, July.

    More about this item

    Keywords

    Mental health; Left-behind students; Peer effects;
    All these keywords.

    JEL classification:

    • I10 - Health, Education, and Welfare - - Health - - - General
    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population

    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:eee:labeco:v:69:y:2021:i:c:s0927537120301627. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/labeco .

    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.