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Top of the Class: The Importance of Ordinal Rank

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  • Richard Murphy
  • Felix Weinhardt

Abstract

This paper establishes a new fact about educational production: ordinal academic rank during primary school has long-run impacts that are independent from underlying ability. Using data on the universe of English school students, we exploit naturally occurring differences in achievement distributions across primary school classes to estimate the impact of class rank conditional on relative achievement. We find large effects on test scores, confidence and subject choice during secondary school, where students have a new set of peers and teachers who are unaware of the students’ prior ranking. The effects are especially large for boys, contributing to an observed gender gap in end-of-high school STEM subject choices. Using a basic model of student effort allocation across subjects, we derive and test a hypothesis to distinguish between learning and non-cognitive skills mechanisms and find support for the latter.

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  • Richard Murphy & Felix Weinhardt, 2018. "Top of the Class: The Importance of Ordinal Rank," NBER Working Papers 24958, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:24958
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    1. Azmat, Ghazala & Iriberri, Nagore, 2010. "The importance of relative performance feedback information: Evidence from a natural experiment using high school students," Journal of Public Economics, Elsevier, vol. 94(7-8), pages 435-452, August.
    2. 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.
    3. Jennifer Brown, 2011. "Quitters Never Win: The (Adverse) Incentive Effects of Competing with Superstars," Journal of Political Economy, University of Chicago Press, vol. 119(5), pages 982-1013.
    4. Bandiera, Oriana & Larcinese, Valentino & Rasul, Imran, 2015. "Blissful ignorance? A natural experiment on the effect of feedback on students' performance," Labour Economics, Elsevier, vol. 34(C), pages 13-25.
    5. Randall Reback & Jonah Rockoff & Heather L. Schwartz, 2014. "Under Pressure: Job Security, Resource Allocation, and Productivity in Schools under No Child Left Behind," American Economic Journal: Economic Policy, American Economic Association, vol. 6(3), pages 207-241, August.
    6. Lars J. Kirkeboen & Edwin Leuven & Magne Mogstad, 2016. "Editor's Choice Field of Study, Earnings, and Self-Selection," The Quarterly Journal of Economics, Oxford University Press, vol. 131(3), pages 1057-1111.
    7. Chakrabarti, Rajashri, 2014. "Incentives and responses under No Child Left Behind: Credible threats and the role of competition," Journal of Public Economics, Elsevier, vol. 110(C), pages 124-146.
    8. Alexandre Mas & Enrico Moretti, 2009. "Peers at Work," American Economic Review, American Economic Association, vol. 99(1), pages 112-145, March.
    9. Scott E. Carrell & Marianne E. Page & James E. West, 2010. "Sex and Science: How Professor Gender Perpetuates the Gender Gap," The Quarterly Journal of Economics, Oxford University Press, vol. 125(3), pages 1101-1144.
    10. Christos Genakos & Mario Pagliero, 2012. "Interim Rank, Risk Taking, and Performance in Dynamic Tournaments," Journal of Political Economy, University of Chicago Press, vol. 120(4), pages 782-813.
    11. Diane Whitmore, 2005. "Resource and Peer Impacts on Girls' Academic Achievement: Evidence from a Randomized Experiment," American Economic Review, American Economic Association, vol. 95(2), pages 199-203, May.
    12. Gibbons, Stephen & Machin, Stephen & Silva, Olmo, 2013. "Valuing school quality using boundary discontinuity," LSE Research Online Documents on Economics 45246, London School of Economics and Political Science, LSE Library.
    13. David Card & Alexandre Mas & Enrico Moretti & Emmanuel Saez, 2012. "Inequality at Work: The Effect of Peer Salaries on Job Satisfaction," American Economic Review, American Economic Association, vol. 102(6), pages 2981-3003, October.
    14. Raj Chetty & John N. Friedman & Nathaniel Hilger & Emmanuel Saez & Diane Whitmore Schanzenbach & Danny Yagan, 2011. "How Does Your Kindergarten Classroom Affect Your Earnings? Evidence from Project Star," The Quarterly Journal of Economics, Oxford University Press, vol. 126(4), pages 1593-1660.
    15. Andrew E. Clark & David Masclet & Marie Claire Villeval, 2010. "Effort and Comparison Income: Experimental and Survey Evidence," ILR Review, Cornell University, ILR School, vol. 63(3), pages 407-426, April.
    16. Sandra E. Black & Paul J. Devereux & Kjell G. Salvanes, 2011. "Too Young to Leave the Nest? The Effects of School Starting Age," The Review of Economics and Statistics, MIT Press, vol. 93(2), pages 455-467, May.
    17. Susanne M. Schennach, 2016. "Recent Advances in the Measurement Error Literature," Annual Review of Economics, Annual Reviews, vol. 8(1), pages 341-377, October.
    18. Michael Kosfeld & Susanne Neckermann, 2011. "Getting More Work for Nothing? Symbolic Awards and Worker Performance," American Economic Journal: Microeconomics, American Economic Association, vol. 3(3), pages 86-99, August.
    19. Lex Borghans & Angela Lee Duckworth & James J. Heckman & Bas ter Weel, 2008. "The Economics and Psychology of Personality Traits," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    20. Julie Berry Cullen & Brian A Jacob & Steven Levitt, 2006. "The Effect of School Choice on Participants: Evidence from Randomized Lotteries," Econometrica, Econometric Society, vol. 74(5), pages 1191-1230, September.
    21. Gibbons, Stephen & Machin, Stephen & Silva, Olmo, 2013. "Valuing school quality using boundary discontinuities," Journal of Urban Economics, Elsevier, vol. 75(C), pages 15-28.
    22. Eriksson, Tor & Poulsen, Anders & Villeval, Marie Claire, 2009. "Feedback and incentives: Experimental evidence," Labour Economics, Elsevier, vol. 16(6), pages 679-688, December.
    23. Clark Damon, 2010. "Selective Schools and Academic Achievement," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 10(1), pages 1-40, February.
    24. Scott E. Carrell & Mark Hoekstra & Elira Kuka, 2018. "The Long-Run Effects of Disruptive Peers," American Economic Review, American Economic Association, vol. 108(11), pages 3377-3415, November.
    25. Atkinson, Adele & Burgess, Simon & Croxson, Bronwyn & Gregg, Paul & Propper, Carol & Slater, Helen & Wilson, Deborah, 2009. "Evaluating the impact of performance-related pay for teachers in England," Labour Economics, Elsevier, vol. 16(3), pages 251-261, June.
    26. 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, pages 95-135.
    27. Ed Hopkins & Tatiana Kornienko, 2004. "Running to Keep in the Same Place: Consumer Choice as a Game of Status," American Economic Review, American Economic Association, vol. 94(4), pages 1085-1107, September.
    28. repec:hrv:faseco:30749073 is not listed on IDEAS
    29. 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.
    30. Azmat, Ghazala & Bagues, Manuel & Cabrales, Antonio & Iriberri, Nagore, 2016. "What You Don't Know... Can't Hurt You? A Field Experiment on Relative Performance Feedback in Higher Education," IZA Discussion Papers 9853, Institute of Labor Economics (IZA).
    31. Erzo F. P. Luttmer, 2005. "Neighbors as Negatives: Relative Earnings and Well-Being," The Quarterly Journal of Economics, Oxford University Press, vol. 120(3), pages 963-1002.
    32. Michael Kremer & Dan Levy, 2003. "Peer effects and alcohol use among college students," Natural Field Experiments 00286, The Field Experiments Website.
    33. Michael Kremer & Dan Levy, 2008. "Peer Effects and Alcohol Use among College Students," Journal of Economic Perspectives, American Economic Association, vol. 22(3), pages 189-206, Summer.
    34. Eric A. Hanushek & Steven G. Rivkin, 2009. "Harming the best: How schools affect the black-white achievement gap," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 28(3), pages 366-393.
    35. Raj Chetty & John N. Friedman & Jonah E. Rockoff, 2014. "Measuring the Impacts of Teachers I: Evaluating Bias in Teacher Value-Added Estimates," American Economic Review, American Economic Association, vol. 104(9), pages 2593-2632, September.
    36. Will Dobbie & Roland G. Fryer Jr., 2014. "The Impact of Attending a School with High-Achieving Peers: Evidence from the New York City Exam Schools," American Economic Journal: Applied Economics, American Economic Association, vol. 6(3), pages 58-75, July.
    37. Armin Falk & Andrea Ichino, 2006. "Clean Evidence on Peer Effects," Journal of Labor Economics, University of Chicago Press, vol. 24(1), pages 39-58, January.
    38. Scott E. Carrell & Bruce I. Sacerdote & James E. West, 2013. "From Natural Variation to Optimal Policy? The Importance of Endogenous Peer Group Formation," Econometrica, Econometric Society, vol. 81(3), pages 855-882, May.
    39. Stephen Machin & Sandra McNally, 2005. "Gender and Student Achievement in English Schools," Oxford Review of Economic Policy, Oxford University Press, vol. 21(3), pages 357-372, Autumn.
    40. Clark, Andrew E. & Oswald, Andrew J., 1996. "Satisfaction and comparison income," Journal of Public Economics, Elsevier, vol. 61(3), pages 359-381, September.
    41. Jordi Blanes i Vidal & Mareike Nossol, 2011. "Tournaments Without Prizes: Evidence from Personnel Records," Management Science, INFORMS, vol. 57(10), pages 1721-1736, October.
    42. James J. Heckman & Jora Stixrud & Sergio Urzua, 2006. "The Effects of Cognitive and Noncognitive Abilities on Labor Market Outcomes and Social Behavior," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 411-482, July.
    43. Erik Lindqvist & Roine Vestman, 2011. "The Labor Market Returns to Cognitive and Noncognitive Ability: Evidence from the Swedish Enlistment," American Economic Journal: Applied Economics, American Economic Association, vol. 3(1), pages 101-128, January.
    44. Guimaraes, Paulo & Portugal, Pedro, 2009. "A Simple Feasible Alternative Procedure to Estimate Models with High-Dimensional Fixed Effects," IZA Discussion Papers 3935, Institute of Labor Economics (IZA).
    45. Atila Abdulkadiroğlu & Joshua Angrist & Parag Pathak, 2014. "The Elite Illusion: Achievement Effects at Boston and New York Exam Schools," Econometrica, Econometric Society, vol. 82(1), pages 137-196, January.
    46. 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.
    47. Benjamin Elsner & Ingo E. Isphording, 2017. "A Big Fish in a Small Pond: Ability Rank and Human Capital Investment," Journal of Labor Economics, University of Chicago Press, vol. 35(3), pages 787-828.
    48. Justine S. Hastings & Christopher A. Neilson & Seth D. Zimmerman, 2013. "Are Some Degrees Worth More than Others? Evidence from college admission cutoffs in Chile," NBER Working Papers 19241, National Bureau of Economic Research, Inc.
    49. Eric A. Hanushek & Steven G. Rivkin, 2006. "School Quality and the Black-White Achievement Gap," NBER Working Papers 12651, National Bureau of Economic Research, Inc.
    50. Scott E. Carrell & Richard L. Fullerton & James E. West, 2009. "Does Your Cohort Matter? Measuring Peer Effects in College Achievement," Journal of Labor Economics, University of Chicago Press, vol. 27(3), pages 439-464, July.
    51. 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 3-33, February.
    52. Ilyana Kuziemko & Ryan W. Buell & Taly Reich & Michael I. Norton, 2011. ""Last-place Aversion": Evidence and Redistributive Implications," NBER Working Papers 17234, National Bureau of Economic Research, Inc.
    53. Juanna Schrøter Joensen & Helena Skyt Nielsen, 2009. "Is there a Causal Effect of High School Math on Labor Market Outcomes?," Journal of Human Resources, University of Wisconsin Press, vol. 44(1).
    54. Jesse M. Rothstein, 2006. "Good Principals or Good Peers? Parental Valuation of School Characteristics, Tiebout Equilibrium, and the Incentive Effects of Competition among Jurisdictions," American Economic Review, American Economic Association, vol. 96(4), pages 1333-1350, September.
    55. Will Dobbie & Roland G. Fryer, 2011. "Are High-Quality Schools Enough to Increase Achievement among the Poor? Evidence from the Harlem Children's Zone," American Economic Journal: Applied Economics, American Economic Association, vol. 3(3), pages 158-187, July.
    56. Angrist, Joshua D., 2014. "The perils of peer effects," Labour Economics, Elsevier, vol. 30(C), pages 98-108.
    57. Marianne Bertrand & Claudia Goldin & Lawrence F. Katz, 2010. "Dynamics of the Gender Gap for Young Professionals in the Financial and Corporate Sectors," American Economic Journal: Applied Economics, American Economic Association, vol. 2(3), pages 228-255, July.
    58. Charles F. Manski, 1993. "Identification of Endogenous Social Effects: The Reflection Problem," Review of Economic Studies, Oxford University Press, vol. 60(3), pages 531-542.
    59. Richard Murphy & Felix Weinhardt, 2013. "The Importance of Rank Position," CEP Discussion Papers dp1241, Centre for Economic Performance, LSE.
    60. Bruce Sacerdote, 2001. "Peer Effects with Random Assignment: Results for Dartmouth Roommates," The Quarterly Journal of Economics, Oxford University Press, vol. 116(2), pages 681-704.
    61. Leonardo Bursztyn & Robert Jensen, 2015. "How Does Peer Pressure Affect Educational Investments?," The Quarterly Journal of Economics, Oxford University Press, vol. 130(3), pages 1329-1367.
    62. Ryan W. Buell & Taly Reich & Michael I. Norton, 2014. ""Last-Place Aversion": Evidence and Redistributive Implications," The Quarterly Journal of Economics, Oxford University Press, vol. 129(1), pages 105-149.
    63. Caroline Hoxby, 2000. "Peer Effects in the Classroom: Learning from Gender and Race Variation," NBER Working Papers 7867, National Bureau of Economic Research, Inc.
    64. Steve Cicala & Roland G. Fryer & Jörg L. Spenkuch, 2018. "Self-Selection and Comparative Advantage in Social Interactions," Journal of the European Economic Association, European Economic Association, vol. 16(4), pages 983-1020.
    65. Roland G. Fryer & Steven D. Levitt, 2006. "The Black-White Test Score Gap Through Third Grade," American Law and Economics Review, Oxford University Press, vol. 8(2), pages 249-281.
    66. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    67. Atila Abdulkadiroğlu & Joshua D. Angrist & Susan M. Dynarski & Thomas J. Kane & Parag A. Pathak, 2011. "Accountability and Flexibility in Public Schools: Evidence from Boston's Charters And Pilots," The Quarterly Journal of Economics, Oxford University Press, vol. 126(2), pages 699-748.
    68. Stephen Gibbons & Shqiponja Telhaj, 2016. "Peer Effects: Evidence from Secondary School Transition in England," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 78(4), pages 548-575, August.
    69. Victor Lavy & Olmo Silva & Felix Weinhardt, 2012. "The Good, the Bad, and the Average: Evidence on Ability Peer Effects in Schools," Journal of Labor Economics, University of Chicago Press, vol. 30(2), pages 367-414.
    70. Simon Burgess & Brendon McConnell & Carol Propper & Deborah Wilson, 2004. "Girls Rock, Boys Roll: An Analysis of the Age 14–16 Gender Gap in English Schools," Scottish Journal of Political Economy, Scottish Economic Society, vol. 51(2), pages 209-229, May.
    71. Joshua D. Angrist & Susan M. Dynarski & Thomas J. Kane & Parag A. Pathak & Christopher R. Walters, 2010. "Inputs and Impacts in Charter Schools: KIPP Lynn," American Economic Review, American Economic Association, vol. 100(2), pages 239-243, May.
    72. Ghazala Azmat & Manuel Bagues & Antonio Cabrales & Nagore Iriberri, 2016. "What You Don’t Know... Can’t Hurt You? A Field Experiment on Relative Performance," Working Papers 788, Queen Mary University of London, School of Economics and Finance.
    73. Peter Arcidiacono & Esteban Aucejo & Ken Spenner, 2012. "What happens after enrollment? An analysis of the time path of racial differences in GPA and major choice," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 1(1), pages 1-24, December.
    74. Yona Rubinstein & James J. Heckman, 2001. "The Importance of Noncognitive Skills: Lessons from the GED Testing Program," American Economic Review, American Economic Association, vol. 91(2), pages 145-149, May.
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    More about this item

    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

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