IDEAS home Printed from https://ideas.repec.org/p/hka/wpaper/2020-045.html
   My bibliography  Save this paper

Understanding Spillover of Peer Parental Education: Randomization Evidence and Mechanisms

Author

Listed:
  • Bobby Chung

    (University of Illinois at Urbana-Champaign)

  • Jian Zou

    (University of Illinois at Urbana-Champaign)

Abstract

We utilize random assignment of students into classrooms in China middle schools to study the mechanisms behind the spillover of peer parental education on student achievement. Analyzing the China Education Panel Survey, we find a causal relationship between classmates' maternal education and student test score. In addition to the conventional peer effect and teacher response channel, we identify mother adjustment of parenting style as another important mediating factor. We provide suggestive evidence about the existence of mother's network, which facilitates the change in parenting style. We also find that the spillover of peer maternal education on non-repeaters and non-migrant students is stronger, primarily driven by higher parental investment on time.

Suggested Citation

  • Bobby Chung & Jian Zou, 2020. "Understanding Spillover of Peer Parental Education: Randomization Evidence and Mechanisms," Working Papers 2020-045, Human Capital and Economic Opportunity Working Group.
  • Handle: RePEc:hka:wpaper:2020-045
    Note: ECI
    as

    Download full text from publisher

    File URL: http://humcap.uchicago.edu/RePEc/hka/wpaper/Chung_Zou_2020_spillover-peer-parental-education.pdf
    File Function: First version, June 2020
    Download Restriction: no
    ---><---

    Other versions of this item:

    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. Sandra E. Black & Paul J. Devereux & Kjell G. Salvanes, 2013. "Under Pressure? The Effect of Peers on Outcomes of Young Adults," Journal of Labor Economics, University of Chicago Press, vol. 31(1), pages 119-153.
    3. Thomas Cornelissen & Christian Dustmann & Uta Schönberg, 2017. "Peer Effects in the Workplace," American Economic Review, American Economic Association, vol. 107(2), pages 425-456, February.
    4. Sacerdote, Bruce, 2011. "Peer Effects in Education: How Might They Work, How Big Are They and How Much Do We Know Thus Far?," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 3, chapter 4, pages 249-277, Elsevier.
    5. Yann Bramoullé & Habiba Djebbari & Bernard Fortin, 2020. "Peer Effects in Networks: A Survey," Annual Review of Economics, Annual Reviews, vol. 12(1), pages 603-629, August.
    6. 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.
    7. Leonardo Bursztyn & Georgy Egorov & Robert Jensen, 2019. "Cool to be Smart or Smart to be Cool? Understanding Peer Pressure in Education," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(4), pages 1487-1526.
    8. Matthias Doepke & Giuseppe Sorrenti & Fabrizio Zilibotti, 2019. "The Economics of Parenting," Annual Review of Economics, Annual Reviews, vol. 11(1), pages 55-84, August.
    9. Jonah B. Gelbach, 2016. "When Do Covariates Matter? And Which Ones, and How Much?," Journal of Labor Economics, University of Chicago Press, vol. 34(2), pages 509-543.
    10. Fletcher, Jason M. & Ross, Stephen L. & Zhang, Yuxiu, 2020. "The consequences of friendships: Evidence on the effect of social relationships in school on academic achievement," Journal of Urban Economics, Elsevier, vol. 116(C).
    11. Francesco Agostinelli & Matthias Doepke & Giuseppe Sorrenti & Fabrizio Zilibotti, 2020. "It Takes a Village: The Economics of Parenting with Neighborhood and Peer Effects," Cowles Foundation Discussion Papers 2228, Cowles Foundation for Research in Economics, Yale University.
    12. Alberto Chong & Eliana La Ferrara, 2009. "Television and Divorce: Evidence from Brazilian Novelas," Journal of the European Economic Association, MIT Press, vol. 7(2-3), pages 458-468, 04-05.
    13. Foster, Andrew D & Rosenzweig, Mark R, 1995. "Learning by Doing and Learning from Others: Human Capital and Technical Change in Agriculture," Journal of Political Economy, University of Chicago Press, vol. 103(6), pages 1176-1209, December.
    14. Bart H. H. Golsteyn & Arjan Non & Ulf Zölitz, 2021. "The Impact of Peer Personality on Academic Achievement," Journal of Political Economy, University of Chicago Press, vol. 129(4), pages 1052-1099.
    15. 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.
    16. Martin Dooley & Jennifer Stewart, 2007. "Family income, parenting styles and child behavioural–emotional outcomes," Health Economics, John Wiley & Sons, Ltd., vol. 16(2), pages 145-162, February.
    17. Orazio Attanasio & Sarah Cattan & Emla Fitzsimons & Costas Meghir & Marta Rubio-Codina, 2020. "Estimating the Production Function for Human Capital: Results from a Randomized Controlled Trial in Colombia," American Economic Review, American Economic Association, vol. 110(1), pages 48-85, January.
    18. 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.
    19. Agostinelli, Francesco & Doepke, Matthias & Sorrenti, Giuseppe & Zilibotti, Fabrizio, 2022. "When the great equalizer shuts down: Schools, peers, and parents in pandemic times," Journal of Public Economics, Elsevier, vol. 206(C).
    20. Chung, Bobby W., 2020. "Peers’ parents and educational attainment: The exposure effect," Labour Economics, Elsevier, vol. 64(C).
    21. Deborah A. Cobb-Clark & Nicolás Salamanca & Anna Zhu, 2019. "Parenting style as an investment in human development," Journal of Population Economics, Springer;European Society for Population Economics, vol. 32(4), pages 1315-1352, October.
    22. Matthias Doepke & Fabrizio Zilibotti, 2017. "Parenting With Style: Altruism and Paternalism in Intergenerational Preference Transmission," Econometrica, Econometric Society, vol. 85, pages 1331-1371, September.
    23. Johanne Boisjoly & Greg J. Duncan & Michael Kremer & Dan M. Levy & Jacque Eccles, 2006. "Empathy or Antipathy? The Impact of Diversity," American Economic Review, American Economic Association, vol. 96(5), pages 1890-1905, December.
    24. Jeffrey R Kling & Jeffrey B Liebman & Lawrence F Katz, 2007. "Experimental Analysis of Neighborhood Effects," Econometrica, Econometric Society, vol. 75(1), pages 83-119, January.
    25. Richard Akresh & Daniel Halim & Marieke Kleemans, 2023. "Long-Term and Intergenerational Effects of Education: Evidence from School Construction in Indonesia," The Economic Journal, Royal Economic Society, vol. 133(650), pages 582-612.
    26. Alessandro Lizzeri & Marciano Siniscalchi, 2008. "Parental Guidance and Supervised Learning," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(3), pages 1161-1195.
    27. Jin Zhou & Bei Liu & LU Mai, 2020. "The Impact of a Prototypical Home Visiting Program on Child Skills," Working Papers 2020-047, Human Capital and Economic Opportunity Working Group.
    28. 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.
    29. James Heckman & Rodrigo Pinto & Peter Savelyev, 2013. "Understanding the Mechanisms through Which an Influential Early Childhood Program Boosted Adult Outcomes," American Economic Review, American Economic Association, vol. 103(6), pages 2052-2086, October.
    30. Datar, Ashlesha & Mason, Bryce, 2008. "Do reductions in class size "crowd out" parental investment in education?," Economics of Education Review, Elsevier, vol. 27(6), pages 712-723, December.
    31. Raut, Lakshmi K. & Tran, Lien H., 2005. "Parental human capital investment and old-age transfers from children: Is it a loan contract or reciprocity for Indonesian families?," Journal of Development Economics, Elsevier, vol. 77(2), pages 389-414, August.
    32. Fruehwirth, Jane Cooley & Gagete-Miranda, Jessica, 2019. "Your peers’ parents: Spillovers from parental education," Economics of Education Review, Elsevier, vol. 73(C).
    33. Bisin, Alberto & Verdier, Thierry, 2001. "The Economics of Cultural Transmission and the Dynamics of Preferences," Journal of Economic Theory, Elsevier, vol. 97(2), pages 298-319, April.
    34. 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.
    35. Hasan,Amer & Nakajima,Nozomi & Rangel,Marcos A., 2020. "Mama Knows (and Does) Best : Maternal Schooling Opportunities and Child Development in Indonesia," Policy Research Working Paper Series 9355, The World Bank.
    36. 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.
    37. Shelly Lundberg & Jennifer Romich & Kwok Tsang, 2009. "Decision-making by children," Review of Economics of the Household, Springer, vol. 7(1), pages 1-30, March.
    38. Man-Yee Kan & Ekaterina Hertog, 2017. "Domestic division of labour and fertility preference in China, Japan, South Korea, and Taiwan," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 36(18), pages 557-588.
    39. 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.
    40. Bifulco, Robert & Fletcher, Jason M. & Oh, Sun Jung & Ross, Stephen L., 2014. "Do high school peers have persistent effects on college attainment and other life outcomes?," Labour Economics, Elsevier, vol. 29(C), pages 83-90.
    41. Timothy G. Conley & Christopher R. Udry, 2010. "Learning about a New Technology: Pineapple in Ghana," American Economic Review, American Economic Association, vol. 100(1), pages 35-69, March.
    42. Heckman, James J. & Liu, Bei & Lu, Mai & Zhou, Jin, 2020. "Treatment Effects and the Measurement of Skills in a Prototypical Home Visiting Program," IZA Discussion Papers 13346, Institute of Labor Economics (IZA).
    43. Peter Burton & Shelley Phipps & Lori Curtis, 2002. "All in the Family: A Simultaneous Model of Parenting Style and Child Conduct," American Economic Review, American Economic Association, vol. 92(2), pages 368-372, May.
    44. Lingxin Hao & V.Joseph Hotz & GingerZ. Jin, 2008. "Games Parents and Adolescents Play: Risky Behaviour, Parental Reputation and Strategic Transfers," Economic Journal, Royal Economic Society, vol. 118(528), pages 515-555, April.
    45. Alex Eble & Feng Hu, 2022. "Gendered beliefs about mathematics ability transmit across generations through children’s peers," Nature Human Behaviour, Nature, vol. 6(6), pages 868-879, June.
    46. Leonardo Bursztyn & Florian Ederer & Bruno Ferman & Noam Yuchtman, 2014. "Understanding Mechanisms Underlying Peer Effects: Evidence From a Field Experiment on Financial Decisions," Econometrica, Econometric Society, vol. 82(4), pages 1273-1301, July.
    47. Bhashkar Mazumder & Maria Rosales-Rueda & Margaret Triyana, 2019. "Intergenerational Human Capital Spillovers: Indonesia's School Construction and Its Effects on the Next Generation," AEA Papers and Proceedings, American Economic Association, vol. 109, pages 243-249, May.
    48. Eble, Alex & Hu, Feng, 2020. "Child beliefs, societal beliefs, and teacher-student identity match," Economics of Education Review, Elsevier, vol. 77(C).
    49. Achyuta Adhvaryu & Anant Nyshadham, 2016. "Endowments at Birth and Parents' Investments in Children," Economic Journal, Royal Economic Society, vol. 126(593), pages 781-820, June.
    50. 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.
    51. Eric Chyn, 2018. "Moved to Opportunity: The Long-Run Effects of Public Housing Demolition on Children," American Economic Review, American Economic Association, vol. 108(10), pages 3028-3056, October.
    52. Caroline Hoxby, 2000. "Peer Effects in the Classroom: Learning from Gender and Race Variation," NBER Working Papers 7867, National Bureau of Economic Research, Inc.
    53. Hu, Feng, 2015. "Do girl peers improve your academic performance?," Economics Letters, Elsevier, vol. 137(C), pages 54-58.
    54. 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.
    55. Raj Chetty & Nathaniel Hendren & Lawrence F. Katz, 2016. "The Effects of Exposure to Better Neighborhoods on Children: New Evidence from the Moving to Opportunity Experiment," American Economic Review, American Economic Association, vol. 106(4), pages 855-902, April.
    56. McEwan, Patrick J., 2003. "Peer effects on student achievement: evidence from Chile," Economics of Education Review, Elsevier, vol. 22(2), pages 131-141, April.
    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. Feng, Shuaizhang & Kim, Jun Hyung & Yang, Zhe, 2021. "Effects of Childhood Peers on Personality Skills," GLO Discussion Paper Series 1004, Global Labor Organization (GLO).
    2. Chen, Liwen & Chung, Bobby W. & Wang, Guanghua, 2023. "Exposure to socially influential peer parents: Evidence from cadre parents in China," China Economic Review, Elsevier, vol. 78(C).
    3. Diemer, Andreas, 2022. "Endogenous peer effects in diverse friendship networks: Evidence from Swedish classrooms," Economics of Education Review, Elsevier, vol. 89(C).
    4. Liwen Chen & Bobby Chung & Guanghua Wang, 2021. "Exposure to Socially Influential Peer Parents: Evidence from Cadre Parents in China," Working Papers 2021-052, Human Capital and Economic Opportunity Working Group.
    5. Liwen Chen & Bobby W. Chung & Guanghua Wang, 2023. "Stay-at-Home Peer Mothers and Gender Norms: Short-run Effects on Educational Outcomes," Working Papers 2023-03, University of South Florida, Department of Economics.
    6. Kofoed, Michael S. & Jones, Todd R., 2023. "First Generation College Students and Peer Effects," IZA Discussion Papers 16198, Institute of Labor Economics (IZA).
    7. Sofoklis Goulas & Rigissa Megalokonomou & Yi Zhang, 2024. "Female Classmates, Disruption, and STEM Outcomes in Disadvantaged Schools: Evidence from a Randomized Natural Experiment," Monash Economics Working Papers 2024-01, Monash University, Department of Economics.
    8. Liwen Chen & Bobby Chung & Guanghua Wang, 2022. "Stay-at-Home Peer Mothers and Gender Norms: Short-run Effects on Educational Outcomes," Working Papers 2022-039, Human Capital and Economic Opportunity Working Group.
    9. Goulas, Sofoklis & Megalokonomou, Rigissa & Zhang, Yi, 2023. "Female Classmates, Disruption, and STEM Outcomes in Disadvantaged Schools: Evidence from a Randomized Natural Experiment," IZA Discussion Papers 16689, Institute of Labor Economics (IZA).
    10. Guo, Juncong & Qu, Xi, 2022. "Competition in household human capital investments: Strength, motivations and consequences," Journal of Development Economics, Elsevier, vol. 158(C).
    11. Sofoklis Goulas & Rigissa Megalokonomou & Yi Zhang, 2023. "Female Classmates, Disruption, and STEM Outcomes in Disadvantaged Schools: Evidence from a Randomized Natural Experiment," CESifo Working Paper Series 10864, CESifo.

    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. Alexandra de Gendre & Nicolás Salamanca, 2020. "On the Mechanisms of Ability Peer Effects," Melbourne Institute Working Paper Series wp2020n19, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
    2. Liwen Chen & Bobby Chung & Guanghua Wang, 2021. "Exposure to Socially Influential Peer Parents: Evidence from Cadre Parents in China," Working Papers 2021-052, Human Capital and Economic Opportunity Working Group.
    3. Chen, Liwen & Chung, Bobby W. & Wang, Guanghua, 2023. "Exposure to socially influential peer parents: Evidence from cadre parents in China," China Economic Review, Elsevier, vol. 78(C).
    4. Chung, Bobby W., 2020. "Peers’ parents and educational attainment: The exposure effect," Labour Economics, Elsevier, vol. 64(C).
    5. 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).
    6. 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.
    7. 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.
    8. Francesco Agostinelli & Matthias Doepke & Giuseppe Sorrenti & Fabrizio Zilibotti, 2020. "It Takes a Village: The Economics of Parenting with Neighborhood and Peer Effects," Cowles Foundation Discussion Papers 2228, Cowles Foundation for Research in Economics, Yale University.
    9. Feng, Shuaizhang & Kim, Jun Hyung & Yang, Zhe, 2021. "Effects of Childhood Peers on Personality Skills," IZA Discussion Papers 14952, Institute of Labor Economics (IZA).
    10. Deborah A. Cobb-Clark & Nicolás Salamanca & Anna Zhu, 2019. "Parenting style as an investment in human development," Journal of Population Economics, Springer;European Society for Population Economics, vol. 32(4), pages 1315-1352, October.
    11. Rigissa Megalokonomou & Yi Zhang, 2022. "How Good Am I? Effects and Mechanisms behind Salient Ranks," CESifo Working Paper Series 9991, CESifo.
    12. Rigissa Megalokonomou & Yi Zhang, 2023. "How Good Am I? Effects and Mechanisms Behind Salient Rank," Monash Economics Working Papers 2023-07, Monash University, Department of Economics.
    13. Liwen Chen & Bobby W. Chung & Guanghua Wang, 2023. "Stay-at-Home Peer Mothers and Gender Norms: Short-run Effects on Educational Outcomes," Working Papers 2023-03, University of South Florida, Department of Economics.
    14. Berlinski, Samuel & Busso, Matias & Giannola, Michele, 2023. "Helping struggling students and benefiting all: Peer effects in primary education," Journal of Public Economics, Elsevier, vol. 224(C).
    15. Luo, Yiyang & Yang, Songtao, 2023. "Gender peer effects on students’ educational and occupational expectations," China Economic Review, Elsevier, vol. 77(C).
    16. Fruehwirth, Jane Cooley & Gagete-Miranda, Jessica, 2019. "Your peers’ parents: Spillovers from parental education," Economics of Education Review, Elsevier, vol. 73(C).
    17. Marco Bertoni & Giorgio Brunello & Lorenzo Cappellari, 2020. "Who benefits from privileged peers? Evidence from siblings in schools," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 35(7), pages 893-916, November.
    18. Ludovica Gazze & Claudia Persico & Sandra Spirovska, 2024. "The Long-Run Spillover Effects of Pollution: How Exposure to Lead Affects Everyone in the Classroom," Journal of Labor Economics, University of Chicago Press, vol. 42(2), pages 357-394.
    19. Liwen Chen & Bobby Chung & Guanghua Wang, 2022. "Stay-at-Home Peer Mothers and Gender Norms: Short-run Effects on Educational Outcomes," Working Papers 2022-039, Human Capital and Economic Opportunity Working Group.
    20. Vincent Boucher & Carlo L. Del Bello & Fabrizio Panebianco & Thierry Verdier & Yves Zenou, 2023. "Education Transmission and Network Formation," Journal of Labor Economics, University of Chicago Press, vol. 41(1), pages 129-173.

    More about this item

    Keywords

    peer effects; peers' parents; parental investments; parenting style;
    All these keywords.

    JEL classification:

    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making
    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality
    • J13 - Labor and Demographic Economics - - Demographic Economics - - - Fertility; Family Planning; Child Care; Children; Youth
    • Z13 - Other Special Topics - - Cultural Economics - - - Economic Sociology; Economic Anthropology; Language; Social and Economic Stratification

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:hka:wpaper:2020-045. 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: Jennifer Pachon (email available below). General contact details of provider: https://edirc.repec.org/data/mfichus.html .

    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.