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Educational Production, Endogenous Peer Group Formation and Class Composition - Evidence from the PISA 2000 Study

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  • Fertig, Michael

    (RWI Essen and IZA Bonn)

Abstract

The majority of empirical papers in the literature on school quality finds no or only small effects of class size and other school quality measures on students' outcomes. This paper analyses the effect of achievement heterogeneity and therefore the effect of the composition rather than the pure size of the class on student achievement. In this endeavor, individual-level data from an internationally conducted standardized test, the PISA 2000 study is utilized. For the case of US schools the influence of a student's peer group is estimated in a pure endogenous effects model and a model also allowing for contextual effects. The potential endogeneity of peer group formation is addressed in an instrumental variable approach. It turns out that heterogeneous peer groups have a strong detrimental impact on individual achievement. Moreover, it becomes transparent that contextual variables are important for the extent of peer group effects and the endogeneity of peer group formation.

Suggested Citation

  • Fertig, Michael, 2003. "Educational Production, Endogenous Peer Group Formation and Class Composition - Evidence from the PISA 2000 Study," Royal Economic Society Annual Conference 2003 76, Royal Economic Society.
  • Handle: RePEc:ecj:ac2003:76
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    1. Michael A. Boozer & Stephen E. Cacciola, 2001. "Inside the 'Black Box' of Project STAR: Estimation of Peer Effects Using Experimental Data," Working Papers 832, Economic Growth Center, Yale University.
    2. Brock, William A. & Durlauf, Steven N., 2001. "Interactions-based models," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 5, chapter 54, pages 3297-3380, Elsevier.
    3. 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.
    4. David Card & Alan B. Krueger, 1996. "Labor Market Effects of School Quality: Theory and Evidence," NBER Working Papers 5450, National Bureau of Economic Research, Inc.
    5. repec:fth:prinin:357 is not listed on IDEAS
    6. Wo[ss]mann, Ludger & West, Martin, 2006. "Class-size effects in school systems around the world: Evidence from between-grade variation in TIMSS," European Economic Review, Elsevier, vol. 50(3), pages 695-736, April.
    7. Lara Shore-Sheppard, 1996. "The Precision of Instrumental Variables Estimates With Grouped Data," Working Papers 753, Princeton University, Department of Economics, Industrial Relations Section..
    8. Fertig, Michael & Schmidt, Christoph M., 2002. "The Role of Background Factors for Reading Literacy: Straight National Scores in the PISA 2000 Study," IZA Discussion Papers 545, Institute of Labor Economics (IZA).
    9. Laura M. Argys & Daniel I. Rees & Dominic J. Brewer, 1996. "Detracking America's schools: Equity at zero cost?," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 15(4), pages 623-645.
    10. Eide, Eric & Showalter, Mark H., 1998. "The effect of school quality on student performance: A quantile regression approach," Economics Letters, Elsevier, vol. 58(3), pages 345-350, March.
    11. Woittiez, Isolde & Kapteyn, Arie, 1998. "Social interactions and habit formation in a model of female labour supply," Journal of Public Economics, Elsevier, vol. 70(2), pages 185-205, November.
    12. 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.
    13. repec:fth:prinin:366 is not listed on IDEAS
    14. 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.
    15. 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.
    16. Caroline Hoxby, 2000. "Peer Effects in the Classroom: Learning from Gender and Race Variation," NBER Working Papers 7867, National Bureau of Economic Research, Inc.
    17. Neal, Derek, 1997. "The Effects of Catholic Secondary Schooling on Educational Achievement," Journal of Labor Economics, University of Chicago Press, vol. 15(1), pages 98-123, January.
    18. Lawrence F. Katz & Jeffrey R. Kling & Jeffrey B. Liebman, 2001. "Moving to Opportunity in Boston: Early Results of a Randomized Mobility Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(2), pages 607-654.
    19. Julian R. Betts & Darlene Morell, 1999. "The Determinants of Undergraduate Grade Point Average: The Relative Importance of Family Background, High School Resources, and Peer Group Effects," Journal of Human Resources, University of Wisconsin Press, vol. 34(2), pages 268-293.
    20. 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.
    21. repec:bla:econom:v:70:y:2003:i:277:p:31-53 is not listed on IDEAS
    22. Card, David & Krueger, Alan B, 1992. "Does School Quality Matter? Returns to Education and the Characteristics of Public Schools in the United States," Journal of Political Economy, University of Chicago Press, vol. 100(1), pages 1-40, February.
    23. Arcidiacono, Peter & Nicholson, Sean, 2005. "Peer effects in medical school," Journal of Public Economics, Elsevier, vol. 89(2-3), pages 327-350, February.
    24. Henderson, Vernon & Mieszkowski, Peter & Sauvageau, Yvon, 1978. "Peer group effects and educational production functions," Journal of Public Economics, Elsevier, vol. 10(1), pages 97-106, August.
    25. Christopher Neilson & Michael Dinerstein & Sebastián Otero, 2020. "The Equilibrium Effects of Public Provision in Education Markets: Evidence from a Public School Expansion Policy," Working Papers 645, Princeton University, Department of Economics, Industrial Relations Section..
    26. Edward P. Lazear, 2001. "Educational Production," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(3), pages 777-803.
    27. Charles F. Manski, 2000. "Economic Analysis of Social Interactions," Journal of Economic Perspectives, American Economic Association, vol. 14(3), pages 115-136, Summer.
    28. Lara D. Shore-Sheppard, 1996. "The Precision of Instrumental Variables Estimates With Grouped Data," Working Papers 753, Princeton University, Department of Economics, Industrial Relations Section..
    29. Murnane, Richard J & Newstead, Stuart & Olsen, Randall J, 1985. "Comparing Public and Private Schools: The Puzzling Role of Selectivity Bias," Journal of Business & Economic Statistics, American Statistical Association, vol. 3(1), pages 23-35, January.
    30. David Card & Alan B. Krueger, 1996. "School Resources and Student Outcomes: An Overview of the Literature and New Evidence from North and South Carolina," Journal of Economic Perspectives, American Economic Association, vol. 10(4), pages 31-50, Fall.
    31. Rivkin, Steven G., 2001. "Tiebout sorting, aggregation and the estimation of peer group effects," Economics of Education Review, Elsevier, vol. 20(3), pages 201-209, June.
    32. 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.
    33. Feinstein, Leon & Symons, James, 1999. "Attainment in Secondary School," Oxford Economic Papers, Oxford University Press, vol. 51(2), pages 300-321, April.
    34. Anne C. Case & Lawrence F. Katz, 1991. "The Company You Keep: The Effects of Family and Neighborhood on Disadvantaged Youths," NBER Working Papers 3705, National Bureau of Economic Research, Inc.
    35. Duncan McVicar, 2001. "School Quality and Staying-On in Northern Ireland - Resources, Peer Groups and Ethos," The Economic and Social Review, Economic and Social Studies, vol. 32(2), pages 131-151.
    36. Donald Robertson & James Symons, 1996. "Do peer Groups Matter? Peer Groups versus Schooling Effects on Academic Attainment," CEP Discussion Papers dp0311, Centre for Economic Performance, LSE.
    37. Meredecons Garcia-Diez, 2000. "The Effects of Curriculum Reform on Economics Education in A Spanish College," Education Economics, Taylor & Francis Journals, vol. 8(1), pages 5-15.
    38. S. N. Durlauf, "undated". "A Framework for the Study of Individual Behavior and Social Interactions," Institute for Research on Poverty Discussion Papers 1220-01, University of Wisconsin Institute for Research on Poverty.
    39. David Card & Alan Krueger, 1996. "Labor Market Effects of School Quality: Theory and Evidence," Working Papers 736, Princeton University, Department of Economics, Industrial Relations Section..
    40. Donna Ginther & Robert Haveman & Barbara Wolfe, 2000. "Neighborhood Attributes as Determinants of Children's Outcomes: How Robust Are the Relationships?," Journal of Human Resources, University of Wisconsin Press, vol. 35(4), pages 603-642.
    41. 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.
    42. Moulton, Brent R., 1986. "Random group effects and the precision of regression estimates," Journal of Econometrics, Elsevier, vol. 32(3), pages 385-397, August.
    43. John Ashworth & J. Lynne Evans, 2001. "Modeling Student Subject Choice at Secondary and Tertiary Level: A Cross-Section Study," The Journal of Economic Education, Taylor & Francis Journals, vol. 32(4), pages 311-320, January.
    44. Hanushek, Eric A, 1986. "The Economics of Schooling: Production and Efficiency in Public Schools," Journal of Economic Literature, American Economic Association, vol. 24(3), pages 1141-1177, September.
    45. repec:fth:prinin:374 is not listed on IDEAS
    46. Boozer, Michael A. & Cacciola, Stephen E., 2001. "Inside the 'Black Box' of Project Star: Estimation of Peer Effects Using Experimental Data," Center Discussion Papers 28524, Yale University, Economic Growth Center.
    47. David Card & Alan Krueger, 1996. "School Resources and Student Outcomes: An Overview of the Literature and New Evidence from North and South Carolina," Working Papers 745, Princeton University, Department of Economics, Industrial Relations Section..
    48. Thomas Warm, 1989. "Weighted likelihood estimation of ability in item response theory," Psychometrika, Springer;The Psychometric Society, vol. 54(3), pages 427-450, September.
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    Cited by:

    1. Nicole Schneeweis & Rudolf Winter-Ebmer, 2008. "Peer effects in Austrian schools," Studies in Empirical Economics, in: Christian Dustmann & Bernd Fitzenberger & Stephen Machin (ed.), The Economics of Education and Training, pages 133-155, Springer.
    2. 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.
    3. Michele Raitano & Francesco Vona, 2013. "Peer heterogeneity, school tracking and students' performances: evidence from PISA 2006," Applied Economics, Taylor & Francis Journals, vol. 45(32), pages 4516-4532, November.
    4. Masakazu Hojo, 2011. "Education Production Function and Class-Size Effects in Japanese Public Schools," Global COE Hi-Stat Discussion Paper Series gd11-194, Institute of Economic Research, Hitotsubashi University.
    5. Michaelowa, Katharina & Bourdon, Jean, 2006. "The impact of student diversity in secondary schools: An analysis of the international PISA data and implications for the German education system," HWWI Research Papers 3-2, Hamburg Institute of International Economics (HWWI).
    6. Sevda Gürsakal & Dilek Murat & Necmi Gürsakal, 2016. "Assessment of PISA 2012 Results With Quantile Regression Analysis Within The Context of Inequality In Educational Opportunity," Alphanumeric Journal, Bahadir Fatih Yildirim, vol. 4(2), pages 41-54, September.
    7. Marchionni, Mariana & Pinto, Florencia & Vazquez, Emmanuel, 2013. "Determinantes de la desigualdad en el desempeño educativo en la Argentina [Determinants of the inequality in PISA test scores in Argentina]," MPRA Paper 56421, University Library of Munich, Germany.
    8. Antonio di Paolo & Alvaro Choi, 2014. "School Composition Effects in Spain: Accounting for Intercept and Slope Effects," Hacienda Pública Española / Review of Public Economics, IEF, vol. 210(3), pages 57-83, September.
    9. Andy Dickerson & Konstantina Maragkou & Steven McIntosh, 2018. "The causal effect of secondary school peers on educational aspirations," CVER Research Papers 017, Centre for Vocational Education Research.
    10. Lionel Perini, 2012. "Peer effects and school design: An analysis of efficiency and equity," IRENE Working Papers 12-01, IRENE Institute of Economic Research.

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    More about this item

    Keywords

    peer group effects; learning environment; school quality;
    All these keywords.

    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education

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