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Estimation of Peer Effects with Predicted Social Ties: Evidence from Two Universities in Brazil and Russia

Author

Listed:
  • Oleg V. Poldin

    (National Research University Higher School of Economics)

  • Tania P. Simoes

    (University of Campinas (Unicamp).)

  • Marcelo Knobel

    (University of Campinas (Unicamp).)

  • Maria M. Yudkevich

    (National Research University Higher School of Economics.)

Abstract

Social interactions with peers during learning have a significant impact on university students’ academic achievement. As social ties are voluntary, an empirical estimation of peer effects is exposed to a potential endogeneity problem. To overcome this issue, we propose to define the peer group of an individual as their predicted friends. The specific features of the learning environment in higher education institutions may affect dimensions along which friendship ties form. To test the presence of peer effects in different educational and cultural contexts, we use data on students studying in two universities located in two different countries, Brazil and Russia. We assume that friendship is affected by homophily in student attributes, such as having the same region of origin, the same gender, and sharing the same study group. In both institutions, we find positive externalities from having high-ability peers.

Suggested Citation

  • Oleg V. Poldin & Tania P. Simoes & Marcelo Knobel & Maria M. Yudkevich, 2015. "Estimation of Peer Effects with Predicted Social Ties: Evidence from Two Universities in Brazil and Russia," HSE Working papers WP BRP 30/EDU/2015, National Research University Higher School of Economics.
    • Handle: RePEc:hig:wpaper:30edu2015
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    References listed on IDEAS

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    1. Eric A. Hanushek & John F. Kain & Steven G. Rivkin, 2009. "New Evidence about Brown v. Board of Education: The Complex Effects of School Racial Composition on Achievement," Journal of Labor Economics, University of Chicago Press, vol. 27(3), pages 349-383, July.
    2. Maria De Paola & Vincenzo Scoppa, 2010. "Peer group effects on the academic performance of Italian students," Applied Economics, Taylor & Francis Journals, vol. 42(17), pages 2203-2215.
    3. 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.
    4. Schneeweis, Nicole & Zweimüller, Martina, 2012. "Girls, girls, girls: Gender composition and female school choice," Economics of Education Review, Elsevier, vol. 31(4), pages 482-500.
    5. Giorgio Brunello & Maria De Paola & Vincenzo Scoppa, 2010. "Peer Effects In Higher Education: Does The Field Of Study Matter?," Economic Inquiry, Western Economic Association International, vol. 48(3), pages 621-634, July.
    6. 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.
    7. Stinebrickner, Ralph & Stinebrickner, Todd R., 2006. "What can be learned about peer effects using college roommates? Evidence from new survey data and students from disadvantaged backgrounds," Journal of Public Economics, Elsevier, vol. 90(8-9), pages 1435-1454, September.
    8. Peter Arcidiacono & Gigi Foster & Natalie Goodpaster & Josh Kinsler, 2012. "Estimating spillovers using panel data, with an application to the classroom," Quantitative Economics, Econometric Society, vol. 3(3), pages 421-470, November.
    9. Scott E. Carrell & Bruce I. Sacerdote & James E. West, 2013. "From Natural Variation to Optimal Policy? The Importance of Endogenous Peer Group Formation," Econometrica, Econometric Society, vol. 81(3), pages 855-882, May.
    10. Oleg Poldin & Diliara Valeeva & Maria Yudkevich, 2016. "Which Peers Matter: How Social Ties Affect Peer-group Effects," Research in Higher Education, Springer;Association for Institutional Research, vol. 57(4), pages 448-468, June.
    11. Oosterbeek, Hessel & van Ewijk, Reyn, 2014. "Gender peer effects in university: Evidence from a randomized experiment," Economics of Education Review, Elsevier, vol. 38(C), pages 51-63.
    12. Scott E. Carrell & Richard L. Fullerton & James E. West, 2009. "Does Your Cohort Matter? Measuring Peer Effects in College Achievement," Journal of Labor Economics, University of Chicago Press, vol. 27(3), pages 439-464, July.
    13. Andrew J. Hill, 2015. "The Girl Next Door: The Effect of Opposite Gender Friends on High School Achievement," American Economic Journal: Applied Economics, American Economic Association, vol. 7(3), pages 147-177, July.
    14. Griffith, Amanda L. & Rask, Kevin N., 2014. "Peer effects in higher education: A look at heterogeneous impacts," Economics of Education Review, Elsevier, vol. 39(C), pages 65-77.
    15. David S. Lyle, 2007. "Estimating and Interpreting Peer and Role Model Effects from Randomly Assigned Social Groups at West Point," The Review of Economics and Statistics, MIT Press, vol. 89(2), pages 289-299, May.
    16. 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.
    17. 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.
    18. 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.
    19. Tarun Jain & Mudit Kapoor, 2015. "The Impact of Study Groups and Roommates on Academic Performance," The Review of Economics and Statistics, MIT Press, vol. 97(1), pages 44-54, March.
    20. 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.
    21. Friesen, Jane & Krauth, Brian, 2011. "Ethnic enclaves in the classroom," Labour Economics, Elsevier, vol. 18(5), pages 656-663, October.
    22. 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.
    23. Caroline Hoxby, 2000. "Peer Effects in the Classroom: Learning from Gender and Race Variation," NBER Working Papers 7867, National Bureau of Economic Research, Inc.
    24. Ficano, Carlena Cochi, 2012. "Peer effects in college academic outcomes – Gender matters!," Economics of Education Review, Elsevier, vol. 31(6), pages 1102-1115.
    25. 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.
    26. Mayer, Adalbert & Puller, Steven L., 2008. "The old boy (and girl) network: Social network formation on university campuses," Journal of Public Economics, Elsevier, vol. 92(1-2), pages 329-347, February.
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    Cited by:

    1. de Souza, Laeticia R. & de Xavier Pinto, Cristine Campos & Queiroz, Bernardo L & de Oliveira e Silva, Dimitri, 2021. "Peer effects in college: how peers' performance can influence students' academic outcomes," SocArXiv 7n6ks, Center for Open Science.

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    More about this item

    Keywords

    peer effects; academic achievement; social networks;
    All these keywords.

    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • Z13 - Other Special Topics - - Cultural Economics - - - Economic Sociology; Economic Anthropology; Language; Social and Economic Stratification

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