IDEAS home Printed from https://ideas.repec.org/a/eee/labeco/v73y2021ics0927537121001093.html
   My bibliography  Save this article

Non-cognitive peer effects in secondary education

Author

Listed:
  • Shure, Nikki

Abstract

The peer effects literature has established that peers impact each other in the classroom through academic achievement and cognitive ability, but has not explored many alternative channels. This paper examines how the non-cognitive traits of peers in the classroom impact an individual’s learning outcomes. I estimate a linear-in-means model and alternative models of peer effects with additional peer effects terms accounting for “Big Five” personality traits. Controlling for selection into schools, cognitive and non-cognitive ability, and family background, there is a significant, positive relationship between average peer conscientiousness and individual academic performance of the order of a 0.15 standard deviation increase in math scores and a 0.12 standard deviation increase in language scores. This is the first evidence relating non-cognitive traits to peer effects in secondary school and lends support for programs in schools targeting the development of non-cognitive skills.

Suggested Citation

  • Shure, Nikki, 2021. "Non-cognitive peer effects in secondary education," Labour Economics, Elsevier, vol. 73(C).
    • Handle: RePEc:eee:labeco:v:73:y:2021:i:c:s0927537121001093
    DOI: 10.1016/j.labeco.2021.102074
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0927537121001093
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.labeco.2021.102074?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. Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), 2011. "Handbook of the Economics of Education," Handbook of the Economics of Education, Elsevier, edition 1, volume 4, number 4, June.
    3. 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.
    4. Marianne Bertrand & Jessica Pan, 2013. "The Trouble with Boys: Social Influences and the Gender Gap in Disruptive Behavior," American Economic Journal: Applied Economics, American Economic Association, vol. 5(1), pages 32-64, January.
    5. 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.
    6. 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.
    7. Lee Cronbach, 1951. "Coefficient alpha and the internal structure of tests," Psychometrika, Springer;The Psychometric Society, vol. 16(3), pages 297-334, September.
    8. Matthew Neidell & Jane Waldfogel, 2010. "Cognitive and Noncognitive Peer Effects in Early Education," The Review of Economics and Statistics, MIT Press, vol. 92(3), pages 562-576, August.
    9. Alberto Abadie & Susan Athey & Guido W Imbens & Jeffrey M Wooldridge, 2023. "When Should You Adjust Standard Errors for Clustering?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 138(1), pages 1-35.
    10. Lex Borghans & Angela Lee Duckworth & James J. Heckman & Bas ter Weel, 2008. "The Economics and Psychology of Personality Traits," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    11. Heckman, James J. & Kautz, Tim, 2012. "Hard evidence on soft skills," Labour Economics, Elsevier, vol. 19(4), pages 451-464.
    12. 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.
    13. 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.
    14. Heckman, James J., 2011. "Integrating Personality Psychology into Economics," IZA Discussion Papers 5950, Institute of Labor Economics (IZA).
    15. 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.
    16. Edward P. Lazear, 2001. "Educational Production," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(3), pages 777-803.
    17. 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.
    18. Almlund, Mathilde & Duckworth, Angela Lee & Heckman, James & Kautz, Tim, 2011. "Personality Psychology and Economics," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 4, chapter 0, pages 1-181, Elsevier.
    19. Angrist, Joshua D., 2014. "The perils of peer effects," Labour Economics, Elsevier, vol. 30(C), pages 98-108.
    20. Anna Aizer, 2008. "Peer Effects and Human Capital Accumulation: the Externalities of ADD," NBER Working Papers 14354, National Bureau of Economic Research, Inc.
    21. Aaron Sojourner, 2013. "Identification of Peer Effects with Missing Peer Data: Evidence from Project STAR," Economic Journal, Royal Economic Society, vol. 123(569), pages 574-605, June.
    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. 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.
    24. Caroline Hoxby, 2000. "Peer Effects in the Classroom: Learning from Gender and Race Variation," NBER Working Papers 7867, National Bureau of Economic Research, Inc.
    25. 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.
    26. 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.
    27. Stephen Gibbons & Shqiponja Telhaj, 2016. "Peer Effects: Evidence from Secondary School Transition in England," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 78(4), pages 548-575, August.
    28. Victor Lavy & Olmo Silva & Felix Weinhardt, 2012. "The Good, the Bad, and the Average: Evidence on Ability Peer Effects in Schools," Journal of Labor Economics, University of Chicago Press, vol. 30(2), pages 367-414.
    29. 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.
    30. Yona Rubinstein & James J. Heckman, 2001. "The Importance of Noncognitive Skills: Lessons from the GED Testing Program," American Economic Review, American Economic Association, vol. 91(2), pages 145-149, May.
    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. Adamecz, Anna & Jerrim, John & Pingault, Jean-Baptiste & Shure, Nikki, 2023. "Overconfident Boys: The Gender Gap in Mathematics Self-Assessment," IZA Discussion Papers 16180, Institute of Labor Economics (IZA).
    2. Claudio Schilter & Samuel Luethi & Stefan C. Wolter, 2024. "Competitive Peers: The Way to Higher Paying Jobs?," Economics of Education Working Paper Series 0228, University of Zurich, Department of Business Administration (IBW).
    3. Bietenbeck, Jan, 2020. "Own Motivation, Peer Motivation, and Educational Success," IZA Discussion Papers 13872, Institute of Labor Economics (IZA).
    4. Adamopoulou, Effrosyni & Kaya, Ezgi, 2024. "Beautiful inside and out: Peer characteristics and academic performance," Journal of Economic Behavior & Organization, Elsevier, vol. 217(C), pages 507-532.
    5. Lao, Yehui, 2023. "The more male classmates, the worse: How male peers harm academic performance of a student," International Journal of Educational Development, Elsevier, vol. 103(C).
    6. Su, Yaqin (Joyce) & Xia, Anping & Gong, Da & Yan, Andong, 2024. "The impact of zero-COVID policies on academic performance: Evidence from primary and secondary students in China," Journal of Asian Economics, Elsevier, vol. 93(C).
    7. Adamopoulou, Effrosyni & Cao, Yaming & Kaya, Ezgi, 2024. "Gritty Peers," IZA Discussion Papers 17446, Institute of Labor Economics (IZA).

    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. Feng, Shuaizhang & Kim, Jun Hyung & Yang, Zhe, 2021. "Effects of Childhood Peers on Personality Skills," IZA Discussion Papers 14952, Institute of Labor Economics (IZA).
    3. Auestad, May Linn, 2018. "The effect of low-achieving peers," Labour Economics, Elsevier, vol. 55(C), pages 178-214.
    4. Zhang, Hongliang, 2016. "The role of testing noise in the estimation of achievement-based peer effects," Economics of Education Review, Elsevier, vol. 54(C), pages 113-123.
    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. 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.
    7. Feng, Han & Li, Jiayao, 2016. "Head teachers, peer effects, and student achievement," China Economic Review, Elsevier, vol. 41(C), pages 268-283.
    8. Silvia Mendolia & Alfredo R Paloyo & Ian Walker, 2018. "Heterogeneous effects of high school peers on educational outcomes," Oxford Economic Papers, Oxford University Press, vol. 70(3), pages 613-634.
    9. Meschi, Elena & Pavese, Caterina, 2023. "Ability composition in the class and the school performance of immigrant students," Labour Economics, Elsevier, vol. 85(C).
    10. Getik, Demid & Meier, Armando N., 2022. "Peer gender and mental health⁎," Journal of Economic Behavior & Organization, Elsevier, vol. 197(C), pages 643-659.
    11. Richard Murphy & Felix Weinhardt, 2020. "Top of the Class: The Importance of Ordinal Rank," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 87(6), pages 2777-2826.
    12. 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.
    13. 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.
    14. Bietenbeck, Jan, 2020. "Own Motivation, Peer Motivation, and Educational Success," IZA Discussion Papers 13872, Institute of Labor Economics (IZA).
    15. Ana Balsa & Néstor Gandelman & Flavia Roldán, 2017. "Peer and parental influence in the development of cognitive skills and predispostion to risky behaviour," Documentos de Trabajo/Working Papers 1701, Facultad de Ciencias Empresariales y Economia. Universidad de Montevideo..
    16. Balsa, Ana & Gandelman, Néstor & Roldán, Flavia, 2018. "Peer and parental influence in academic performance and alcohol use," Labour Economics, Elsevier, vol. 55(C), pages 41-55.
    17. Zhao, Liqiu & Zhao, Zhong, 2021. "Disruptive Peers in the Classroom and Students’ Academic Outcomes: Evidence and Mechanisms," Labour Economics, Elsevier, vol. 68(C).
    18. Fruehwirth, Jane Cooley & Gagete-Miranda, Jessica, 2019. "Your peers’ parents: Spillovers from parental education," Economics of Education Review, Elsevier, vol. 73(C).
    19. Pan, Zheng & Lien, Donald & Wang, Hao, 2022. "Peer effects and shadow education," Economic Modelling, Elsevier, vol. 111(C).
    20. Dinarte Diaz,Lelys Ileana, 2020. "Peer Effects on Violence : Experimental Evidence from El Salvador," Policy Research Working Paper Series 9187, The World Bank.

    More about this item

    Keywords

    Educational attainment; Non-cognitive skills; Peer effects; Personality;
    All these keywords.

    JEL classification:

    • I20 - Health, Education, and Welfare - - Education - - - General
    • J20 - Labor and Demographic Economics - - Demand and Supply of Labor - - - General
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

    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:73:y:2021:i:c:s0927537121001093. 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.