IDEAS home Printed from https://ideas.repec.org/p/uct/uconnp/2008-21.html
   My bibliography  Save this paper

The Effect of Classmate Characteristics on Individual Outcomes: Evidence from the Add Health

Author

Listed:
  • Robert Bifulco

    (Syracuse University)

  • Jason Fletcher

    (Yale University)

  • Stephen Ross

    (University of Connecticut)

Abstract

We use data from the National Longitudinal Study of Adolescent Health (Add Health) to examine the effects of classmate characteristics on economic and social outcomes of students. The unique structure of the Add Health allows us to estimate these effects using comparisons across cohorts within schools, and to examine a wider range of outcomes than other studies that have used this identification strategy. This strategy yields variation in cohort composition that is uncorrelated with student observables suggesting that our estimates are not biased by the selection of students into schools or grades based on classmate characteristics. We find that increases in the percent of classmates whose mother is college educated has significant, desirable effects on educational attainment and substance use. We do not find much evidence that the percent of classmates who are black or Hispanic has significant effects on individual outcomes, on average. Additional analyses suggest, however, that an increase in the percent black or Hispanic may increase dropout rates among black students and post-high school idleness among males.

Suggested Citation

  • Robert Bifulco & Jason Fletcher & Stephen Ross, 2008. "The Effect of Classmate Characteristics on Individual Outcomes: Evidence from the Add Health," Working papers 2008-21, University of Connecticut, Department of Economics, revised Jan 2009.
  • Handle: RePEc:uct:uconnp:2008-21
    Note: This research uses data from Add Health, a program project designed by J. Richard Udry, Peter S. Bearman, and Kathleen Mullan Harris, and funded by a grant P01-HD31921 from the National Institute of Child Health and Human Development, with cooperative funding from 17 other agencies. Special acknowledgment is due Ronald R. Rindfuss and Barbara Entwisle for assistance in the original design. Persons interested in obtaining data files from Add Health should contact Add Health, Carolina Population Center, 123 W. Franklin Street, Chapel Hill, NC 27516-2524 (addhealth@unc.edu). The authors would like to thank Joseph Altonji, Barry Hirsch, Erdal Tekin, Spencer Banzhaf, and Tom Downes who provided comments on the work presented here, as well as participants at the Syracuse University education policy seminar, the Tufts economics department seminar, the Yale labor economics lunch, and the Georgia State University labor/health economics seminar.
    as

    Download full text from publisher

    File URL: https://media.economics.uconn.edu/working/2008-21r.pdf
    File Function: Full text (revised version)
    Download Restriction: no

    File URL: https://media.economics.uconn.edu/working/2008-21.pdf
    File Function: Full text (original version)
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Steven G. Rivkin & Eric A. Hanushek & John F. Kain, 2005. "Teachers, Schools, and Academic Achievement," Econometrica, Econometric Society, vol. 73(2), pages 417-458, March.
    2. Eric D. Gould & Victor Lavy & M. Daniele Paserman, 2009. "Does Immigration Affect the Long-Term Educational Outcomes of Natives? Quasi-Experimental Evidence," Economic Journal, Royal Economic Society, vol. 119(540), pages 1243-1269, October.
    3. Card, David & Rothstein, Jesse, 2007. "Racial segregation and the black-white test score gap," Journal of Public Economics, Elsevier, vol. 91(11-12), pages 2158-2184, December.
    4. Elizabeth U. Cascio & Diane Whitmore Schanzenbach, 2016. "First in the Class? Age and the Education Production Function," Education Finance and Policy, MIT Press, vol. 11(3), pages 225-250, Summer.
    5. 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.
    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. James Heckman & Flavio Cunha, 2007. "The Technology of Skill Formation," American Economic Review, American Economic Association, vol. 97(2), pages 31-47, May.
    8. 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.
    9. 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.
    10. Jacob Vigdor & Jens Ludwig, 2007. "Segregation and the Black-White Test Score Gap," NBER Working Papers 12988, National Bureau of Economic Research, Inc.
    11. Patrick Bayer & Stephen L. Ross & Giorgio Topa, 2008. "Place of Work and Place of Residence: Informal Hiring Networks and Labor Market Outcomes," Journal of Political Economy, University of Chicago Press, vol. 116(6), pages 1150-1196, December.
    12. Friesen, Jane & Krauth, Brian, 2007. "Sorting and inequality in Canadian schools," Journal of Public Economics, Elsevier, vol. 91(11-12), pages 2185-2212, December.
    13. Caroline M. Hoxby, 2000. "The Effects of Class Size on Student Achievement: New Evidence from Population Variation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(4), pages 1239-1285.
    14. Daniel Aaronson & Lisa Barrow & William Sander, 2007. "Teachers and Student Achievement in the Chicago Public High Schools," Journal of Labor Economics, University of Chicago Press, vol. 25(1), pages 95-135.
    15. Joshua D. Angrist & Kevin Lang, 2004. "Does School Integration Generate Peer Effects? Evidence from Boston's Metco Program," American Economic Review, American Economic Association, vol. 94(5), pages 1613-1634, December.
    16. Cullen, Julie Berry & Jacob, Brian A. & Levitt, Steven D., 2005. "The impact of school choice on student outcomes: an analysis of the Chicago Public Schools," Journal of Public Economics, Elsevier, vol. 89(5-6), pages 729-760, June.
    17. Esther Duflo & Pascaline Dupas & Michael Kremer, 2011. "Peer Effects, Teacher Incentives, and the Impact of Tracking: Evidence from a Randomized Evaluation in Kenya," American Economic Review, American Economic Association, vol. 101(5), pages 1739-1774, August.
    18. Grinblatt, Mark & Keloharju, Matti & Ikäheimo, Seppo, 2003. "Interpersonal Effects in Consumption: Evidence from the Automobile Purchases of Neighbors," University of California at Los Angeles, Anderson Graduate School of Management qt69h2f7cv, Anderson Graduate School of Management, UCLA.
    19. Michael A. Boozer & Alan B. Kreuger & Shari Wolkon, 1992. "Race and School Quality Since Brown v. Board of Education," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 23(1992 Micr), pages 269-338.
    20. Jonathan Guryan, 2004. "Desegregation and Black Dropout Rates," American Economic Review, American Economic Association, vol. 94(4), pages 919-943, September.
    21. Ross, Stephen L. & Turner, Margery Austin & Godfrey, Erin & Smith, Robin R., 2008. "Mortgage lending in Chicago and Los Angeles: A paired testing study of the pre-application process," Journal of Urban Economics, Elsevier, vol. 63(3), pages 902-919, May.
    22. 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.
    23. Robert Bifulco & Helen F. Ladd & Stephen Ross, 2007. "Public School Choice and Integration: Evidence from Durham, North Carolina," Working papers 2007-41, University of Connecticut, Department of Economics, revised Jun 2008.
    24. Clotfelter, Charles T. & Ladd, Helen F. & Vigdor, Jacob, 2005. "Who teaches whom? Race and the distribution of novice teachers," Economics of Education Review, Elsevier, vol. 24(4), pages 377-392, August.
    25. repec:pri:edures:23.pdf is not listed on IDEAS
    26. Lavy, Victor & Paserman, Daniele & Schlosser, Analila, 2008. "Inside the Black of Box of Ability Peer Effects: Evidence from Variation in Low Achievers in the Classroom," Foerder Institute for Economic Research Working Papers 275712, Tel-Aviv University > Foerder Institute for Economic Research.
    27. Jonah E. Rockoff, 2004. "The Impact of Individual Teachers on Student Achievement: Evidence from Panel Data," American Economic Review, American Economic Association, vol. 94(2), pages 247-252, May.
    28. Charles T. Clotfelter & Jacob L. Vigdor & Helen F. Ladd, 2006. "Federal Oversight, Local Control, and the Specter of "Resegregation" in Southern Schools," American Law and Economics Review, American Law and Economics Association, vol. 8(2), pages 347-389.
    29. William N. Evans & Wallace E. Oates & Robert M. Schwab & William N. Evans & Wallace E. Oates & Robert M. Schwab, 2004. "Measuring Peer Group Effects: A Study of Teenage Behavior," Chapters, in: Environmental Policy and Fiscal Federalism, chapter 13, pages 232-257, Edward Elgar Publishing.
    30. Caroline Hoxby, 2000. "Peer Effects in the Classroom: Learning from Gender and Race Variation," NBER Working Papers 7867, National Bureau of Economic Research, Inc.
    31. Steven G. Rivkin, 2000. "School Desegregation, Academic Attainment, and Earnings," Journal of Human Resources, University of Wisconsin Press, vol. 35(2), pages 333-346.
    32. David M. Cutler & Edward L. Glaeser, 1997. "Are Ghettos Good or Bad?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(3), pages 827-872.
    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. Stephen L. Ross, 2009. "Social Interactions within Cities: Neighborhood Environments and Peer Relationships," Working papers 2009-31, University of Connecticut, Department of Economics.
    2. 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.
    3. Jason M. Fletcher, 2010. "Social interactions and smoking: evidence using multiple student cohorts, instrumental variables, and school fixed effects," Health Economics, John Wiley & Sons, Ltd., vol. 19(4), pages 466-484, April.
    4. ÖZGÜR, Onur & BISIN, Alberto, 2011. "Dynamic Linear Economies with Social Interactions," Cahiers de recherche 04-2011, Centre interuniversitaire de recherche en économie quantitative, CIREQ.
    5. Yannis M. Ioannides & Giorgio Topa, 2010. "Neighborhood Effects: Accomplishments And Looking Beyond Them," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 343-362, February.
    6. Giorgio Topa & Elizabeth Setren & Meta Brown, 2011. "Do Referrals Lead to Better Matches? Evidence from a Firm's Employee," 2011 Meeting Papers 711, Society for Economic Dynamics.
    7. Ficano, Carlena Cochi, 2012. "Peer effects in college academic outcomes – Gender matters!," Economics of Education Review, Elsevier, vol. 31(6), pages 1102-1115.
    8. Victor Lavy & Olmo Silva & Felix Weinhardt, 2009. "The Good, the Bad and the Average: Evidence on the Scale and Nature of Ability Peer Effects in Schools," NBER Working Papers 15600, National Bureau of Economic Research, Inc.
    9. Robert Bifulco & Delia Furtado & Stephen L. Ross, 2009. "Why Are Ghettos Bad? Examining the Role of the Metropolitan Educational Environment," Working papers 2009-30, University of Connecticut, Department of Economics.

    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. Olof Åslund & Per-Anders Edin & Peter Fredriksson & Hans Grönqvist, 2011. "Peers, Neighborhoods, and Immigrant Student Achievement: Evidence from a Placement Policy," American Economic Journal: Applied Economics, American Economic Association, vol. 3(2), pages 67-95, April.
    2. Stephen L. Ross, 2009. "Social Interactions within Cities: Neighborhood Environments and Peer Relationships," Working papers 2009-31, University of Connecticut, Department of Economics.
    3. 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.
    4. Martin Nordin, 2013. "Immigrant School Segregation in Sweden," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 32(3), pages 415-435, June.
    5. Figlio, D. & Karbownik, K. & Salvanes, K.G., 2016. "Education Research and Administrative Data," Handbook of the Economics of Education,, Elsevier.
    6. Clifton-Sprigg, Joanna, 2015. "Educational spillovers and parental migration," Labour Economics, Elsevier, vol. 34(C), pages 64-75.
    7. Eric D. Gould & Victor Lavy & M. Daniele Paserman, 2009. "Does Immigration Affect the Long-Term Educational Outcomes of Natives? Quasi-Experimental Evidence," Economic Journal, Royal Economic Society, vol. 119(540), pages 1243-1269, October.
    8. Bryan S. Graham, 2018. "Identifying and Estimating Neighborhood Effects," Journal of Economic Literature, American Economic Association, vol. 56(2), pages 450-500, June.
    9. 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.
    10. Jacob Vigdor & Jens Ludwig, 2007. "Segregation and the Black-White Test Score Gap," NBER Working Papers 12988, National Bureau of Economic Research, Inc.
    11. Olof Åslund & Per-Anders Edin & Peter Fredriksson & Hans Grönqvist, 2011. "Peers, Neighborhoods, and Immigrant Student Achievement: Evidence from a Placement Policy," American Economic Journal: Applied Economics, American Economic Association, vol. 3(2), pages 67-95, April.
    12. Fruehwirth, Jane Cooley & Gagete-Miranda, Jessica, 2019. "Your peers’ parents: Spillovers from parental education," Economics of Education Review, Elsevier, vol. 73(C).
    13. Steven N. Durlauf & Yannis M. Ioannides, 2010. "Social Interactions," Annual Review of Economics, Annual Reviews, vol. 2(1), pages 451-478, September.
    14. Kang, Changhui, 2007. "Classroom peer effects and academic achievement: Quasi-randomization evidence from South Korea," Journal of Urban Economics, Elsevier, vol. 61(3), pages 458-495, May.
    15. 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.
    16. 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.
    17. Stephen Gibbons & Olmo Silva & Felix Weinhardt, 2013. "Everybody Needs Good Neighbours? Evidence from Students’ Outcomes in England," Economic Journal, Royal Economic Society, vol. 123, pages 831-874, September.
    18. Stephen Gibbons & Olmo Silva & Felix Weinhardt, 2010. "Do Neighbours Affect Teenage Outcomes? Evidence from Neighbourhood Changes in England," CEE Discussion Papers 0122, Centre for the Economics of Education, LSE.
    19. Patacchini, Eleonora & Fernández, Raquel & Cools, Angela, 2019. "Girls, Boys, and High Achievers," CEPR Discussion Papers 13754, C.E.P.R. Discussion Papers.
    20. 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.

    More about this item

    Keywords

    Education; Peer Effects; Cohort Study; Substance Abuse;
    All these keywords.

    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • I19 - Health, Education, and Welfare - - Health - - - Other
    • J13 - Labor and Demographic Economics - - Demographic Economics - - - Fertility; Family Planning; Child Care; Children; Youth
    • J15 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Minorities, Races, Indigenous Peoples, and Immigrants; Non-labor Discrimination

    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:uct:uconnp:2008-21. 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: Mark McConnel (email available below). General contact details of provider: https://edirc.repec.org/data/deuctus.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.