IDEAS home Printed from https://ideas.repec.org/p/hig/wpaper/43-soc-2014.html
   My bibliography  Save this paper

Disentangling Peer Influence On Multiple Levels

Author

Listed:
  • Valeria Ivaniushina

    (National Research University Higher School of Economics)

  • Daniel Alexandrov

    (National Research University Higher School of Economics)

Abstract

In this study we focus on the influence of peers on adolescents academic achievement. Specifically, how the learning motivation of peers is related to a student's school grades. We use multilevel regression to analyze the influence of peers on different levels of social circles: school, class, personal network, and compare the effects of "assigned friends" and "chosen friends". The methods of social network analysis are used to define the personal network of a student in different ways: cliques, complete ego networks, and mutual ego networks. We demonstrate that the model improves considerably when the level of personal networks is included between individual and class levels. The learning motivation of a student's friends (defined as a clique or ego network) has an important influence on the student’s school performance, net of student’s personal characteristics.

Suggested Citation

  • Valeria Ivaniushina & Daniel Alexandrov, 2014. "Disentangling Peer Influence On Multiple Levels," HSE Working papers WP BRP 43/SOC/2014, National Research University Higher School of Economics.
  • Handle: RePEc:hig:wpaper:43/soc/2014
    as

    Download full text from publisher

    File URL: http://www.hse.ru/data/2014/06/03/1323741784/43SOC2014.pdf
    Download Restriction: no
    ---><---

    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. Fujimoto, Kayo & Wang, Peng & Valente, Thomas W., 2013. "The decomposed affiliation exposure model: A network approach to segregating peer influences from crowds and organized sports," Network Science, Cambridge University Press, vol. 1(2), pages 154-169, August.
    3. Trogdon, Justin G. & Nonnemaker, James & Pais, Joanne, 2008. "Peer effects in adolescent overweight," Journal of Health Economics, Elsevier, vol. 27(5), pages 1388-1399, September.
    4. Jason Fletcher, 2012. "Peer influences on adolescent alcohol consumption: evidence using an instrumental variables/fixed effect approach," Journal of Population Economics, Springer;European Society for Population Economics, vol. 25(4), pages 1265-1286, October.
    5. Alejandro Gaviria & Steven Raphael, 2001. "School-Based Peer Effects And Juvenile Behavior," The Review of Economics and Statistics, MIT Press, vol. 83(2), pages 257-268, May.
    6. Ron W Zimmer & Eugenia F Toma, 2000. "Peer effects in private and public schools across countries," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 19(1), pages 75-92.
    7. Fryer Jr., Roland G. & Torelli, Paul, 2010. "An empirical analysis of 'acting white'," Journal of Public Economics, Elsevier, vol. 94(5-6), pages 380-396, June.
    8. Vera Titkova & Valeria Ivaniushina & Daniel Alexandrov, 2013. "Sociometric popularity in a school context," HSE Working papers WP BRP 10/EDU/2013, National Research University Higher School of Economics.
    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. Ryota Nakamura & Marc Suhrcke & Daniel John Zizzo, 2017. "A triple test for behavioral economics models and public health policy," Theory and Decision, Springer, vol. 83(4), pages 513-533, December.
    2. Balsa, Ana & Gandelman, Néstor & Roldán, Flavia, 2015. "Peer Effects in the Development of Capabilities in Adolescence," Research Department working papers 820, CAF Development Bank Of Latinamerica.
    3. Ryan Yeung & Phuong Nguyen-Hoang, 2016. "Endogenous peer effects: Fact or fiction?," The Journal of Educational Research, Taylor & Francis Journals, vol. 109(1), pages 37-49, January.
    4. Halliday, Timothy J. & Kwak, Sally, 2009. "Weight gain in adolescents and their peers," Economics & Human Biology, Elsevier, vol. 7(2), pages 181-190, July.
    5. Gibbons, Steve & Overman, Henry G. & Patacchini, Eleonora, 2015. "Spatial Methods," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 115-168, Elsevier.
    6. Yann Bramoullé & Bernard Fortin, 2009. "The Econometrics of Social Networks," Cahiers de recherche 0913, CIRPEE.
    7. Ana Balsa & Carlos Díaz, 2018. "Social interactions in health behaviors and conditions," Documentos de Trabajo/Working Papers 1802, Facultad de Ciencias Empresariales y Economia. Universidad de Montevideo..
    8. Vincent Boucher & Yann Bramoullé & Habiba Djebbari & Bernard Fortin, 2014. "Do Peers Affect Student Achievement? Evidence From Canada Using Group Size Variation," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 29(1), pages 91-109, January.
    9. Ariel H. Fambeu, 2019. "Peer Effect and Environmental Responsibility of Enterprises in a Sub-Saharan African Country," Economics Bulletin, AccessEcon, vol. 39(2), pages 1084-1094.
    10. Lopez-Mayan, Cristina & Nicodemo, Catia, 2023. "“If my buddies use drugs, will I?” Peer effects on Substance Consumption Among Teenagers," Economics & Human Biology, Elsevier, vol. 50(C).
    11. Paul Frijters & Asad Islam & Chitwan Lalji & Debayan Pakrashi, 2019. "Roommate effects in health outcomes," Health Economics, John Wiley & Sons, Ltd., vol. 28(8), pages 998-1034, August.
    12. Toni Mora & Joan Gil, 2013. "Peer Effects In Adolescent Bmi: Evidence From Spain," Health Economics, John Wiley & Sons, Ltd., vol. 22(5), pages 501-516, May.
    13. Ana I. Balsa & Néstor Gandelman & Nicolás González, 2015. "Peer Effects in Risk Aversion," Risk Analysis, John Wiley & Sons, vol. 35(1), pages 27-43, January.
    14. Topa, Giorgio & Zenou, Yves, 2015. "Neighborhood and Network Effects," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 561-624, Elsevier.
    15. Ajilore, Olugbenga & Amialchuk, Aliaksandr & Egan, Keven, 2016. "Alcohol consumption by youth: Peers, parents, or prices?," Economics & Human Biology, Elsevier, vol. 23(C), pages 76-83.
    16. Crudu, Federico & Neri, Laura & Tiezzi, Silvia, 2018. "Family Ties and Children Obesity in Italy," MPRA Paper 90360, University Library of Munich, Germany, revised 15 Oct 2018.
    17. Sophie Hedges & Stefan Speckesser, 2017. "Peer Effects and Social Influence in Post-16 Educational Choice," CVER Research Papers 008, Centre for Vocational Education Research.
    18. Margaretic, Paula & Cifuentes, Rodrigo & Carreño, José Gabriel, 2021. "Banks’ interconnections and peer effects: Evidence from Chile," Research in International Business and Finance, Elsevier, vol. 58(C).
    19. Olugbenga Ajilore, 2015. "Identifying peer effects using spatial analysis: the role of peers on risky sexual behavior," Review of Economics of the Household, Springer, vol. 13(3), pages 635-652, September.
    20. 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..

    More about this item

    Keywords

    social network analysis; schools; peer influence; ego networks; cliques;
    All these keywords.

    JEL classification:

    • Z - Other Special Topics

    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:hig:wpaper:43/soc/2014. 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: Shamil Abdulaev or Shamil Abdulaev (email available below). General contact details of provider: https://edirc.repec.org/data/hsecoru.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.