IDEAS home Printed from https://ideas.repec.org/a/eee/chieco/v87y2024ics1043951x24000968.html
   My bibliography  Save this article

Heterogeneous peer effects under endogenous selection: An application to local and migrant children in elementary schools in Shanghai

Author

Listed:
  • Chen, Yuanyuan
  • Feng, Shuaizhang
  • Yang, Chao

Abstract

This paper develops a model that allows for heterogenous contemporaneous peer effects among different types of agents who are endogenously selected into different peer groups. We apply our approach to migrant and local students in Shanghai, where local students all go to public schools, but migrant students are endogenously selected into either public schools or lower-quality private schools. The results suggest large contemporaneous peer effects among all student groups. We conduct policy experiments to examine the effect of transferring migrant students from private schools to public schools, and show that peer effect can be substantially more important than the school effect.

Suggested Citation

  • Chen, Yuanyuan & Feng, Shuaizhang & Yang, Chao, 2024. "Heterogeneous peer effects under endogenous selection: An application to local and migrant children in elementary schools in Shanghai," China Economic Review, Elsevier, vol. 87(C).
  • Handle: RePEc:eee:chieco:v:87:y:2024:i:c:s1043951x24000968
    DOI: 10.1016/j.chieco.2024.102207
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1043951X24000968
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.chieco.2024.102207?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. Shuyang Sheng, 2020. "A Structural Econometric Analysis of Network Formation Games Through Subnetworks," Econometrica, Econometric Society, vol. 88(5), pages 1829-1858, September.
    2. Démurger, Sylvie & Gurgand, Marc & Li, Shi & Yue, Ximing, 2009. "Migrants as second-class workers in urban China? A decomposition analysis," Journal of Comparative Economics, Elsevier, vol. 37(4), pages 610-628, December.
    3. 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.
    4. Scott E. Carrell & Marianne E. Page & James E. West, 2010. "Sex and Science: How Professor Gender Perpetuates the Gender Gap," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(3), pages 1101-1144.
    5. Laurent Davezies & Xavier D'Haultfoeuille & Denis Fougère, 2009. "Identification of peer effects using group size variation," Econometrics Journal, Royal Economic Society, vol. 12(3), pages 397-413, November.
    6. Schneeweis, Nicole, 2015. "Immigrant concentration in schools: Consequences for native and migrant students," Labour Economics, Elsevier, vol. 35(C), pages 63-76.
    7. 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.
    8. Eric D. Gould & Victor Lavy & M. Daniele Paserman, 2009. "Does Immigration Affect the Long-Term Educational Outcomes of Natives? Quasi-Experimental Evidence," Economic Journal, Royal Economic Society, vol. 119(540), pages 1243-1269, October.
    9. 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.
    10. Card, David & Rothstein, Jesse, 2007. "Racial segregation and the black-white test score gap," Journal of Public Economics, Elsevier, vol. 91(11-12), pages 2158-2184, December.
    11. Messinis, George, 2013. "Returns to education and urban-migrant wage differentials in China: IV quantile treatment effects," China Economic Review, Elsevier, vol. 26(C), pages 39-55.
    12. 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.
    13. 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.
    14. Jaegeum Lim & Jonathan Meer, 2017. "The Impact of Teacher–Student Gender Matches: Random Assignment Evidence from South Korea," Journal of Human Resources, University of Wisconsin Press, vol. 52(4), pages 979-997.
    15. Lung-fei Lee & Ji Li & Xu Lin, 2014. "Binary Choice Models with Social Network under Heterogeneous Rational Expectations," The Review of Economics and Statistics, MIT Press, vol. 96(3), pages 402-417, July.
    16. 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.
    17. Yuanyuan Chen & Shuaizhang Feng, 2017. "Quality of migrant schools in China: evidence from a longitudinal study in Shanghai," Journal of Population Economics, Springer;European Society for Population Economics, vol. 30(3), pages 1007-1034, July.
    18. 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.
    19. 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.
    20. Yang, Chao & Lee, Lung-fei, 2017. "Social interactions under incomplete information with heterogeneous expectations," Journal of Econometrics, Elsevier, vol. 198(1), pages 65-83.
    21. 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.
    22. 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.
    23. 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.
    24. 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.
    25. Leung, Michael P., 2015. "Two-step estimation of network-formation models with incomplete information," Journal of Econometrics, Elsevier, vol. 188(1), pages 182-195.
    26. 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.
    27. 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.
    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. Ryo Nakajima, 2007. "Measuring Peer Effects on Youth Smoking Behaviour," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 74(3), pages 897-935.
    30. Epple, Dennis & Romano, Richard E, 1998. "Competition between Private and Public Schools, Vouchers, and Peer-Group Effects," American Economic Review, American Economic Association, vol. 88(1), pages 33-62, March.
    31. Antoni Calvó-Armengol & Eleonora Patacchini & Yves Zenou, 2009. "Peer Effects and Social Networks in Education," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 76(4), pages 1239-1267.
    32. 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.
    33. Robert Bifulco & Jason M. Fletcher & Stephen L. Ross, 2011. "The Effect of Classmate Characteristics on Post-secondary Outcomes: Evidence from the Add Health," American Economic Journal: Economic Policy, American Economic Association, vol. 3(1), pages 25-53, February.
    34. Martin Nordin, 2013. "Immigrant School Segregation in Sweden," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 32(3), pages 415-435, June.
    35. Caroline Hoxby, 2000. "Peer Effects in the Classroom: Learning from Gender and Race Variation," NBER Working Papers 7867, National Bureau of Economic Research, Inc.
    36. Jane Cooley Fruehwirth, 2013. "Identifying peer achievement spillovers: Implications for desegregation and the achievement gap," Quantitative Economics, Econometric Society, vol. 4(1), pages 85-124, March.
    37. Tadao Hoshino, 2019. "Two-Step Estimation of Incomplete Information Social Interaction Models With Sample Selection," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(4), pages 598-612, October.
    38. 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.
    39. Yuanyuan Chen & Shuaizhang Feng & Yujie Han, 2019. "Research on the Education of Migrant Children in China: A Review of the Literature," Frontiers of Economics in China-Selected Publications from Chinese Universities, Higher Education Press, vol. 14(2), pages 168-202, June.
    40. Chih‐Sheng Hsieh & Lung Fei Lee, 2016. "A Social Interactions Model with Endogenous Friendship Formation and Selectivity," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 31(2), pages 301-319, March.
    41. Jane Cooley Fruehwirth, 2014. "Can Achievement Peer Effect Estimates Inform Policy? A View from Inside the Black Box," The Review of Economics and Statistics, MIT Press, vol. 96(3), pages 514-523, July.
    Full references (including those not matched with items on IDEAS)

    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. Zhao, Liqiu & Zhao, Zhong, 2021. "Disruptive Peers in the Classroom and Students’ Academic Outcomes: Evidence and Mechanisms," Labour Economics, Elsevier, vol. 68(C).
    3. de Gendre, Alexandra & Salamanca, Nicolás, 2020. "On the Mechanisms of Ability Peer Effects," IZA Discussion Papers 13938, Institute of Labor Economics (IZA).
    4. 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.
    5. Xu, Bin & Ma, Qingxuan & Yu, Qianbin, 2024. "Does the proportion of rural students affect the performance of urban students? ––Evidence from urban schools in China," International Journal of Educational Development, Elsevier, vol. 105(C).
    6. Weina Zhou & Andrew J. Hill, 2023. "The spillover effects of parental verbal conflict on classmates' cognitive and noncognitive outcomes," Economic Inquiry, Western Economic Association International, vol. 61(2), pages 342-363, April.
    7. Diemer, Andreas, 2022. "Endogenous peer effects in diverse friendship networks: Evidence from Swedish classrooms," Economics of Education Review, Elsevier, vol. 89(C).
    8. Xiaodong Zheng & Yanran Zhou, 2024. "Are migrants a threat? Migrant children and human capital investments among local households in urban China," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-14, December.
    9. Daniel Borbely & Markus Gehrsitz & Stuart McIntyre & Gennaro Rossi & Graeme Roy, 2023. "Early Years Multi‐grade Classes and Pupil Attainment," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 85(6), pages 1295-1319, December.
    10. Claudia Olivetti & Eleonora Patacchini & Yves Zenou, 2020. "Mothers, Peers, and Gender-Role Identity," Journal of the European Economic Association, European Economic Association, vol. 18(1), pages 266-301.
    11. Meschi, Elena & Pavese, Caterina, 2023. "Ability composition in the class and the school performance of immigrant students," Labour Economics, Elsevier, vol. 85(C).
    12. Frattini, Tommaso & Meschi, Elena, 2019. "The effect of immigrant peers in vocational schools," European Economic Review, Elsevier, vol. 113(C), pages 1-22.
    13. Padilla-Romo, María & Peluffo, Cecilia, 2023. "Violence-induced migration and peer effects in academic performance," Journal of Public Economics, Elsevier, vol. 217(C).
    14. Bossavie, Laurent, 2017. "Immigrant Concentration at School and Natives’ Achievement: Does the Type of Migrants and Natives Matter?," MPRA Paper 80308, University Library of Munich, Germany.
    15. Clifton-Sprigg, Joanna, 2015. "Educational spillovers and parental migration," Labour Economics, Elsevier, vol. 34(C), pages 64-75.
    16. Luo, Yiyang & Yang, Songtao, 2023. "Gender peer effects on students’ educational and occupational expectations," China Economic Review, Elsevier, vol. 77(C).
    17. Fruehwirth, Jane Cooley & Gagete-Miranda, Jessica, 2019. "Your peers’ parents: Spillovers from parental education," Economics of Education Review, Elsevier, vol. 73(C).
    18. 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).
    19. Jason Fletcher & Jinho Kim & Jenna Nobles & Stephen Ross & Irina Shaorshadze, 2021. "The Effects of Foreign-Born Peers in US High Schools and Middle Schools," Journal of Human Capital, University of Chicago Press, vol. 15(3), pages 432-468.
    20. Cools, Angela & Fernández, Raquel & Patacchini, Eleonora, 2022. "The asymmetric gender effects of high flyers," Labour Economics, Elsevier, vol. 79(C).

    More about this item

    Keywords

    Peer effects; Sample selection; Education; Migrant children;
    All these keywords.

    JEL classification:

    • C31 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models; Quantile Regressions; Social Interaction Models
    • C34 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Truncated and Censored Models; Switching Regression Models
    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education

    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:chieco:v:87:y:2024:i:c:s1043951x24000968. 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/chieco .

    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.