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What Makes a Test Score? The Respective Contributions of Pupils, Schools and Peers in Achievement in English Primary Education

  • Francis Kramarz
  • Stephen Machin
  • Amine Ouazad

This study develops an analytical framework for evaluating the respective contributions of pupils, peers, and school quality in affecting educational achievement. We implement this framework using rich data from England that matches pupils to their primary schools. The dataset records all English pupils and their test scores in Key Stage 1 (age 7) and Key Stage 2 (age 11) national examinations. The quality of the data source, coupled with our econometric techniques, allows us to assess the respective importance of different educational inputs. We can distinguish school effects that affect all pupils irrespective of their year and grade of study, from school-grade-year effects. Identification of pupil effects separately from these school-grade-year effects is achieved because students are mobile across schools. Peer effects are identified assuming variations in school-grade-year group composition in adjacent years are exogenous. We estimate three different specifications, the most general allowing Key Stage 2 results to be affected by the Key Stage 1 school(-grade-year) at which the pupil studied. We discuss the validity of our various exogeneity assumptions. Estimation results show statistically significant pupil ability, school and peer effects. Our analysis suggests the following ranking: pupils' ability and background are more important than school time-invariant inputs. Peer effects are significant, but small.

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File URL: http://cee.lse.ac.uk/ceedps/ceedp102.pdf
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Paper provided by Centre for the Economics of Education, LSE in its series CEE Discussion Papers with number 0102.

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Date of creation: Jan 2009
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Handle: RePEc:cep:ceedps:0102
Contact details of provider: Web page: http://cee.lse.ac.uk/publications.htm

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  1. John M. Abowd & Robert H. Creecy & Francis Kramarz, 2002. "Computing Person and Firm Effects Using Linked Longitudinal Employer-Employee Data," Longitudinal Employer-Household Dynamics Technical Papers 2002-06, Center for Economic Studies, U.S. Census Bureau.
  2. Charles F. Manski, 2000. "Economic Analysis of Social Interactions," Journal of Economic Perspectives, American Economic Association, vol. 14(3), pages 115-136, Summer.
  3. Eric D. Gould & Victor Lavy & M. Daniele Paserman, 2004. "Does Immigration Affect the Long-Term Educational Outcomes of Natives? Quasi-Experimental Evidence," NBER Working Papers 10844, National Bureau of Economic Research, Inc.
  4. Charles T. Clotfelter, 1999. "Are Whites Still "Fleeing"? Racial Patterns and Enrollment Shifts in Urban Public Schools, 1987-1996," NBER Working Papers 7290, National Bureau of Economic Research, Inc.
  5. Rosalind Levacic & Anna Vignoles, 2002. "Researching the Links between School Resources and Student Outcomes in the UK: A Review of Issues and Evidence," Education Economics, Taylor & Francis Journals, vol. 10(3), pages 313-331.
  6. John M. Abowd (corresponding) & Francis Kramarz, 2004. "Are Good Workers Employed by Good Firms? A Simple Test of Positive Assortative Matching Models," Econometric Society 2004 North American Winter Meetings 385, Econometric Society.
  7. Stephen Gibbons & Stephen Machin & Olmo Silva, 2008. "Choice, Competition, and Pupil Achievement," Journal of the European Economic Association, MIT Press, vol. 6(4), pages 912-947, 06.
  8. Simon D. Woodcock, 2007. "Match Effects," Discussion Papers dp07-13, Department of Economics, Simon Fraser University.
  9. R, Blundell & Jean-Marc Robin, 1997. "Estimation in Large and Dissagregated Demand Systems : An Estimator for Conditionally Linear Systems," Working Papers 97-08, Centre de Recherche en Economie et Statistique.
  10. Abowd, J.M. & Kramarz, F. & Margolis, D.N., 1995. "High-Wage Workers and High-Wage Firms," Cahiers de recherche 9503, Centre interuniversitaire de recherche en économie quantitative, CIREQ.
  11. Eliana Garces & Duncan Thomas & Janet Currie, 2002. "Longer-Term Effects of Head Start," American Economic Review, American Economic Association, vol. 92(4), pages 999-1012, September.
  12. Alan B. Krueger, 2002. "Economic Considerations and Class Size," NBER Working Papers 8875, National Bureau of Economic Research, Inc.
  13. repec:att:wimass:9127 is not listed on IDEAS
  14. Lorraine Dearden & Javier Ferri & Costas Meghir, 1998. "The effect of school quality on educational attainment and wages," IFS Working Papers W98/03, Institute for Fiscal Studies.
  15. 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.
  16. Sheila M. Bird & Cox Sir David & Vern T. Farewell & Goldstein Harvey & Holt Tim & Smith Peter C., 2005. "Performance indicators: good, bad, and ugly," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 168(1), pages 1-27.
  17. Victor Lavy & Analía Schlosser, 2007. "Mechanisms and Impacts of Gender Peer Effects at School," NBER Working Papers 13292, National Bureau of Economic Research, Inc.
  18. Janet Currie, 2001. "Early Childhood Education Programs," Journal of Economic Perspectives, American Economic Association, vol. 15(2), pages 213-238, Spring.
  19. 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 1141-77, September.
  20. Kenneth Y. Chay & Patrick J. McEwan & Miguel Urquiola, 2003. "The Central Role of Noise in Evaluating Interventions that Use Test Scores to Rank Schools," NBER Working Papers 10118, National Bureau of Economic Research, Inc.
  21. 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.
  22. Manski, Charles F, 1993. "Identification of Endogenous Social Effects: The Reflection Problem," Review of Economic Studies, Wiley Blackwell, vol. 60(3), pages 531-42, July.
  23. Kenneth Chay & Patrick J. McEwan & Miguel Urquiola, 2003. "The Central Role of Noise in Evaluating Interventions that Use Test Scores to Rank Schools," Discussion Papers 0304-10, Columbia University, Department of Economics.
  24. Eric A. Hanushek & Steven G. Rivkin, 2003. "Does Public School Competition Affect Teacher Quality?," NBER Chapters, in: The Economics of School Choice, pages 23-48 National Bureau of Economic Research, Inc.
  25. Caroline Hoxby, 2000. "Peer Effects in the Classroom: Learning from Gender and Race Variation," NBER Working Papers 7867, National Bureau of Economic Research, Inc.
  26. Woodcock, Simon, 2006. "Wage Differentials in the Presence of Unobserved Worker, Firm, and Match Heterogeneity," MPRA Paper 1341, University Library of Munich, Germany.
  27. Becker, Gary S, 1973. "A Theory of Marriage: Part I," Journal of Political Economy, University of Chicago Press, vol. 81(4), pages 813-46, July-Aug..
  28. James J. Heckman & Dimitriy V. Masterov, 2007. "The Productivity Argument for Investing in Young Children ," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 29(3), pages 446-493.
  29. Jonathan Guryan, 2004. "Desegregation and Black Dropout Rates," American Economic Review, American Economic Association, vol. 94(4), pages 919-943, September.
  30. Joshua D. Angrist & Kevin Lang, 2002. "How Important are Classroom Peer Effects? Evidence from Boston's Metco Program," NBER Working Papers 9263, National Bureau of Economic Research, Inc.
  31. Caroline M. Hoxby, 2000. "The Effects Of Class Size On Student Achievement: New Evidence From Population Variation," The Quarterly Journal of Economics, MIT Press, vol. 115(4), pages 1239-1285, November.
  32. Summers, Anita A & Wolfe, Barbara L, 1977. "Do Schools Make a Difference?," American Economic Review, American Economic Association, vol. 67(4), pages 639-52, September.
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