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Classroom Peer Effects and Student Achievement

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Author Info
Mary A. Burke () (Research Department, Federal Reserve Bank of Boston)
Tim R. Sass () (Department of Economics, Florida State University)

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Abstract

In this paper we analyze a unique micro-level panel data set encompassing all publicschool students in grades 3-10 in the state of Florida for each of the years 1999/2000-2003/2004.We are able to directly link each student and teacher to a specific classroom and can thus identifyeach member of a student’s classroom peer group. The ability to track individual studentsthrough multiple classrooms over time and multiple classes for each teacher enables us to controlfor many sources of spurious peer effects such as fixed individual student characteristics andfixed teacher inputs, as well as to compare the strength of peer effects across different groupingsof peers, across grade levels, and to compare the effects of fixed versus time-varying peercharacteristics. We find mixed results on the importance of peers in the linear-in-means model,and resolve some of these apparent conflicts by considering non-linear specifications of peereffects. The results suggest that some grouping by ability may create Pareto improvements overuniformly mixed classrooms. In general we find that contemporaneous behavior wields strongerinfluence than peers’ fixed characteristics.

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File URL: ftp://econpapers.fsu.edu/RePEc/fsu/wpaper/wp2006_02_02.pdf
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Paper provided by Department of Economics, Florida State University in its series Working Papers with number wp2006_02_02.

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Length: 47
Date of creation: Feb 2006
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Handle: RePEc:fsu:wpaper:wp2006_02_02

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Related research
Keywords: Peer Effects; Student Achievement;

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Find related papers by JEL classification:
I2 - Health, Education, and Welfare - - Education
Z13 - Other Special Topics - - Cultural Economics - - - Social Norms and Social Capital; Social Networks Economic Anthropology

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References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. Caroline Hoxby, 2000. "Peer Effects in the Classroom: Learning from Gender and Race Variation," NBER Working Papers 7867, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  2. Martyn Andrews & Thorsten Schank & Richard Upward, 2006. "Practical fixed-effects estimation methods for the three-way error-components model," Stata Journal, StataCorp LP, vol. 6(4), pages 461-481, December. [Downloadable!]
  3. David N. Figlio, 2005. "Boys Named Sue: Disruptive Children and their Peers," NBER Working Papers 11277, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  4. Esther Duflo & Pascaline Dupas & Michael Kremer, 2008. "Peer Effects and the Impact of Tracking: Evidence from a Randomized Evaluation in Kenya," NBER Working Papers 14475, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  5. Glewwe, Paul, 1997. "Estimating the impact of peer group effects on socioeconomic outcomes: Does the distribution of peer group characteristics matter?," Economics of Education Review, Elsevier, vol. 16(1), pages 39-43, February. [Downloadable!] (restricted)
  6. Epple, Dennis & Newlon, Elizabeth & Romano, Richard, 2002. "Ability tracking, school competition, and the distribution of educational benefits," Journal of Public Economics, Elsevier, vol. 83(1), pages 1-48, January. [Downloadable!] (restricted)
    Other versions:
  7. Roland G. Fryer, Jr. & Paul Torelli, 2005. "An Empirical Analysis of 'Acting White'," NBER Working Papers 11334, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  8. Bonesronning, Hans, 2004. "The determinants of parental effort in education production: do parents respond to changes in class size?," Economics of Education Review, Elsevier, vol. 23(1), pages 1-9, February. [Downloadable!] (restricted)
  9. Edward P. Lazear, 2001. "Educational Production," The Quarterly Journal of Economics, MIT Press, vol. 116(3), pages 777-803, August. [Downloadable!] (restricted)
    Other versions:
  10. 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. [Downloadable!]
    Other versions:
  11. Duflo, Esther & Dupas, Pascaline & Kremer, Michael, 2008. "Peer Effects and the Impact of Tracking: Evidence from a Randomized Evaluation in Kenya," CEPR Discussion Papers 7043, C.E.P.R. Discussion Papers. [Downloadable!] (restricted)
  12. Elizabeth M. Caucutt, 2002. "Educational Vouchers When There Are Peer Group Effects--Size Matters," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 43(1), pages 195-222, February. [Downloadable!] (restricted)
  13. Jacob M. Markman & Eric A. Hanushek & John F. Kain & Steven G. Rivkin, 2003. "Does peer ability affect student achievement?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 18(5), pages 527-544. [Downloadable!]
    Other versions:
  14. Andrews, Martyn & Schank, Thorsten & Upward, Richard, 2004. "Practical estimation methods for linked employer-employee data," IAB Discussion Paper 200403, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany]. [Downloadable!]
  15. 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. [Downloadable!] (restricted)
  16. Petra E. Todd & Kenneth I. Wolpin, 2003. "On The Specification and Estimation of The Production Function for Cognitive Achievement," Economic Journal, Royal Economic Society, vol. 113(485), pages F3-F33, February. [Downloadable!] (restricted)
  17. Scott E. Carrell & Richard L. Fullerton & James E. West, 2008. "Does Your Cohort Matter? Measuring Peer Effects in College Achievement," NBER Working Papers 14032, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  18. Bernheim, B Douglas, 1994. "A Theory of Conformity," Journal of Political Economy, University of Chicago Press, vol. 102(5), pages 841-77, October. [Downloadable!] (restricted)
  19. Steven G. Rivkin & Eric A. Hanushek & John F. Kain, 2005. "Teachers, Schools, and Academic Achievement," Econometrica, Econometric Society, vol. 73(2), pages 417-458, 03. [Downloadable!] (restricted)
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  20. George A. Akerlof & Rachel E. Kranton, 2002. "Identity and Schooling: Some Lessons for the Economics of Education," Journal of Economic Literature, American Economic Association, vol. 40(4), pages 1167-1201, December.
Full references

Cited by:
(explanations, Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.)

  1. Victor Lavy & M. Daniele Paserman & Analia Schlosser, 2008. "Inside the Black of Box of Ability Peer Effects: Evidence from Variation in Low Achievers in the Classroom," NBER Working Papers 14415, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  2. Adele Atkinson & Simon Burgess & Paul Gregg & Carol Propper & Steven Proud, 2008. "The Impact of Classroom Peer Groups on Pupil GCSE Results," The Centre for Market and Public Organisation 08/187, Department of Economics, University of Bristol, UK. [Downloadable!]
  3. Buda, Rodolphe, 2009. "Learning-Testing Process in Classroom: An Empirical Simulation Model," MPRA Paper 12146, University Library of Munich, Germany. [Downloadable!]
  4. Pedro Martins & Ian Walker, 2006. "Student Achievement and University Classes: Effects of Attendance, Size, Peers, and Teachers," IZA Discussion Papers 2490, Institute for the Study of Labor (IZA). [Downloadable!]
  5. Eric D. Gould & Victor Lavy & M. Daniele Paserman, 2005. "Does Immigration Affect the Long-Term Educational Outcomes of Natives? Quasi-Experimental Evidence," IZA Discussion Papers 1883, Institute for the Study of Labor (IZA). [Downloadable!]
    Other versions:
  6. Timothy J. Halliday & Sally Kwak, 2007. "Bad Apples, Goody Two Shoes and Average Joes: The Role of Peer Group Definitions in Estimation of Peer Effects," Working Papers 200730, University of Hawaii at Manoa, Department of Economics. [Downloadable!]
  7. Scott E. Carrell & James E. West, 2008. "Does Professor Quality Matter? Evidence from Random Assignment of Students to Professors," NBER Working Papers 14081, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  8. Bruce A. Weinberg, 2007. "Social Interactions with Endogenous Associations," NBER Working Papers 13038, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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