IDEAS home Printed from https://ideas.repec.org/a/nos/voprob/2015i3p44-65.html
   My bibliography  Save this article

Co-Evolution of Social Networks and Student Performance

Author

Abstract

Sofia Dokuka - Candidate of Sciences in Sociology, Junior Research Fellow, Center for Institutional Studies, International Research Laboratory for Institutional Analysis of Economic Reforms, National Research University-Higher School of Economics. E-mail: sdokuka@hse.ruDiliara Valeeva - Junior Research Fellow, Center for Institutional Studies, International Research Laboratory for Institutional Analysis of Economic Reforms, National Research University-Higher School of Economics. E-mail: dvaleeva@hse.ruMaria Yudkevich - Candidate of Sciences in Economic Theory, Vice Rector; Director, Center for Institutional Studies, National Research University-Higher School of Economics. E-mail: yudkevich@hse.ruAddress: 20 Myasnitskaya str., 101000, Moscow, Russian FederationPeer-effects describe the influence of social environment on individual academic achievements. Social environment is usually considered as a randomly formed group. However, it forms and develops as a result of an individual conscious dynamic choice. Students may initially choose friends among peers with similar level of academic performance, and the influence of close friends on each other's achievements may reveal itself over time. Using stochastic actor-based models, we demarcated the boundaries between social selection and social influence evaluated through academic performance. Having analyzed the dynamics of friendship ties and academic achievements throughout the first year at university, we discovered that students were not guided by the level of academic performance when choosing friends among peers but academic achievements of the latter affected their own performance over time. This could be explained by social segregation of students based on their academic outcomes.DOI: 10.17323/1814-9545-2015-3-44-65

Suggested Citation

  • Sofia Dokuka & Diliara Valeeva & Maria Yudkevich, 2015. "Co-Evolution of Social Networks and Student Performance," Voprosy obrazovaniya / Educational Studies Moscow, National Research University Higher School of Economics, issue 3, pages 44-65.
  • Handle: RePEc:nos:voprob:2015:i:3:p:44-65
    as

    Download full text from publisher

    To our knowledge, this item is not available for download. To find whether it is available, there are three options:
    1. Check below whether another version of this item is available online.
    2. Check on the provider's web page whether it is in fact available.
    3. Perform a search for a similarly titled item that would be available.

    References listed on IDEAS

    as
    1. Bramoullé, Yann & Djebbari, Habiba & Fortin, Bernard, 2009. "Identification of peer effects through social networks," Journal of Econometrics, Elsevier, vol. 150(1), pages 41-55, May.
    2. 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.
    3. Sergio Currarini & Matthew O. Jackson & Paolo Pin, 2009. "An Economic Model of Friendship: Homophily, Minorities, and Segregation," Econometrica, Econometric Society, vol. 77(4), pages 1003-1045, July.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. Steven Goodreau & James Kitts & Martina Morris, 2009. "Birds of a feather, or friend of a friend? using exponential random graph models to investigate adolescent social networks," Demography, Springer;Population Association of America (PAA), vol. 46(1), pages 103-125, February.
    10. Foster, Gigi, 2006. "It's not your peers, and it's not your friends: Some progress toward understanding the educational peer effect mechanism," Journal of Public Economics, Elsevier, vol. 90(8-9), pages 1455-1475, September.
    11. 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.
    12. Xu Lin, 2010. "Identifying Peer Effects in Student Academic Achievement by Spatial Autoregressive Models with Group Unobservables," Journal of Labor Economics, University of Chicago Press, vol. 28(4), pages 825-860, October.
    13. 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.
    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. 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.
    2. Sofia Dokuka & Diliara Valeeva & Maria Yudkevich, 2015. "The Diffusion of Academic Achievements: Social Selection and Influence in Student Networks," HSE Working papers WP BRP 65/SOC/2015, National Research University Higher School of Economics.
    3. Oleg Poldin & Dilyara Valeeva & Maria Yudkevich, 2013. "How social ties affect peer-group effects: a case of university students," HSE Working papers WP BRP 15/SOC/2013, National Research University Higher School of Economics.
    4. Matias Berthelon & Eric Bettinger & Diana I. Kruger & Alejandro Montecinos-Pearce, 2019. "The Structure of Peers: The Impact of Peer Networks on Academic Achievement," Research in Higher Education, Springer;Association for Institutional Research, vol. 60(7), pages 931-959, November.
    5. Epple, Dennis & Romano, Richard & Sarpça, Sinan & Sieg, Holger, 2017. "A general equilibrium analysis of state and private colleges and access to higher education in the U.S," Journal of Public Economics, Elsevier, vol. 155(C), pages 164-178.
    6. Oleg Poldin & Diliara Valeeva & Maria Yudkevich, 2014. "Friendship And Study Assistance Ties Of University Students," HSE Working papers WP BRP 37/SOC/2014, National Research University Higher School of Economics.
    7. Martin, Darius D. & Wright, Adam C. & Krieg, John M., 2020. "Social networks and college performance: Evidence from dining data," Economics of Education Review, Elsevier, vol. 79(C).
    8. O. Poldin & D. Valeeva & M. Yudkevich, 2015. "Choice of specialization: do peers matter?," Applied Economics, Taylor & Francis Journals, vol. 47(44), pages 4728-4740, September.
    9. Dennis Epple & Richard Romano & Sinan Sarpça & Holger Sieg, 2013. "The U.S. Market for Higher Education: A General Equilibrium Analysis of State and Private Colleges and Public Funding Policies," NBER Working Papers 19298, National Bureau of Economic Research, Inc.
    10. repec:hal:spmain:info:hdl:2441/1jgbspo1909q48svne93o55rca is not listed on IDEAS
    11. 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.
    12. repec:spo:wpmain:info:hdl:2441/1jgbspo1909q48svne93o55rca is not listed on IDEAS
    13. Ekaterina Krekhovets & Oleg Poldin, 2013. "Students' Social Media: Formation Factors and Influence on Studies," Voprosy obrazovaniya / Educational Studies Moscow, National Research University Higher School of Economics, issue 4, pages 127-144.
    14. Susan Biancani & Daniel McFarland, 2013. "Social Networks Research in Higher Education," Voprosy obrazovaniya / Educational Studies Moscow, National Research University Higher School of Economics, issue 4, pages 85-126.
    15. Tisorn Songsermsawas & Kathy Baylis & Ashwini Chhatre & Hope Michelson, 2014. "Can Peers Improve Agricultural Productivity?," CESifo Working Paper Series 4958, CESifo.
    16. Lépine, Andrea & Estevan, Fernanda, 2021. "Do ability peer effects matter for academic and labor market outcomes?," Labour Economics, Elsevier, vol. 71(C).
    17. Yann Algan & Quoc-Anh Do & Nicolò Dalvit & Alexis Le Chapelain & Yves Zenou, 2015. "How Social Networks Shape Our Beliefs: A Natural Experiment among Future French Politicians," Working Papers hal-03459820, HAL.
    18. Brady, Ryan R. & Insler, Michael A. & Rahman, Ahmed S., 2017. "Bad Company: Understanding negative peer effects in college achievement," European Economic Review, Elsevier, vol. 98(C), pages 144-168.
    19. Dennis Epple & Richard Romano & Sinan Sarpça & Holger Sieg & Melanie Zaber, 2019. "Market power and price discrimination in the US market for higher education," RAND Journal of Economics, RAND Corporation, vol. 50(1), pages 201-225, March.
    20. Lauren Ratliff Santoro & Jonas B. Bunte, 2023. "What Did You Get? Peers, Information, and Student Exam Performance," Research in Higher Education, Springer;Association for Institutional Research, vol. 64(3), pages 423-450, May.
    21. 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.
    22. Gregory Androushchak & Oleg Poldin & Maria Yudkevich, 2012. "Peer Effects in Exogenously Formed University Student Groups," HSE Working papers WP BRP 03/EDU/2012, National Research University Higher School of Economics.

    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:nos:voprob:2015:i:3:p:44-65. 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: Marta Morozova (email available below). General contact details of provider: http://vo.hse.ru/en/ .

    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.