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Student Responsiveness To Earnings Data In The College Scorecard

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  • Michael Hurwitz
  • Jonathan Smith

Abstract

Using the universe of SAT score sends to colleges and the exact date on which these scores are sent, we estimate how students responded to the release of the U.S. Department of Education's College Scorecard in September 2015. We find that data on annual cost and graduation rate, both of which were previously available, did not impact the volume of score sends received by colleges. By contrast, we estimate that each 10% increase in reported earnings resulted in a 2.4% increase in score sends. The impact is driven almost entirely by well‐resourced high schools and students. We find little evidence that the count or composition of enrolled students changed as a result of the Scorecard information shock with the exception of a slight increase in academic preparedness, as measured by SAT scores, among enrollees at colleges with higher reported earnings. (JEL I2, I23, I26, I28, L15)

Suggested Citation

  • Michael Hurwitz & Jonathan Smith, 2018. "Student Responsiveness To Earnings Data In The College Scorecard," Economic Inquiry, Western Economic Association International, vol. 56(2), pages 1220-1243, April.
  • Handle: RePEc:bla:ecinqu:v:56:y:2018:i:2:p:1220-1243
    DOI: 10.1111/ecin.12530
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    1. Leemore Dafny & David Dranove, 2008. "Do report cards tell consumers anything they don't already know? The case of Medicare HMOs," RAND Journal of Economics, RAND Corporation, vol. 39(3), pages 790-821, September.
    2. Justine S. Hastings & Jeffrey M. Weinstein, 2008. "Information, School Choice, and Academic Achievement: Evidence from Two Experiments," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(4), pages 1373-1414.
    3. repec:mpr:mprres:6364 is not listed on IDEAS
    4. French, Robert & Oreopoulos, Philip, 2017. "Behavioral barriers transitioning to college," Labour Economics, Elsevier, vol. 47(C), pages 48-63.
    5. Caroline M. Hoxby & Sarah Turner, 2015. "What High-Achieving Low-Income Students Know about College," American Economic Review, American Economic Association, vol. 105(5), pages 514-517, May.
    6. Jonah Rockoff & Lesley J. Turner, 2010. "Short-Run Impacts of Accountability on School Quality," American Economic Journal: Economic Policy, American Economic Association, vol. 2(4), pages 119-147, November.
    7. David Card & Alan B. Krueger, 2005. "Would the Elimination of Affirmative Action Affect Highly Qualified Minority Applicants? Evidence from California and Texas," ILR Review, Cornell University, ILR School, vol. 58(3), pages 416-434, April.
    8. Pope, Devin G., 2009. "Reacting to rankings: Evidence from "America's Best Hospitals"," Journal of Health Economics, Elsevier, vol. 28(6), pages 1154-1165, December.
    9. David Dranove & Ginger Zhe Jin, 2010. "Quality Disclosure and Certification: Theory and Practice," Journal of Economic Literature, American Economic Association, vol. 48(4), pages 935-963, December.
    10. Arcidiacono, Peter & Hotz, V. Joseph & Kang, Songman, 2012. "Modeling college major choices using elicited measures of expectations and counterfactuals," Journal of Econometrics, Elsevier, vol. 166(1), pages 3-16.
    11. Eric A. Hanushek & Margaret E. Raymond, 2004. "The Effect of School Accountability Systems on the Level and Distribution of Student Achievement," Journal of the European Economic Association, MIT Press, vol. 2(2-3), pages 406-415, 04/05.
    12. Amanda Pallais, 2015. "Small Differences That Matter: Mistakes in Applying to College," Journal of Labor Economics, University of Chicago Press, vol. 33(2), pages 493-520.
    13. Pauline M. Ippolito & Alan D. Mathios, 1990. "Information, Advertising and Health Choices: A Study of the Cereal Market," RAND Journal of Economics, The RAND Corporation, vol. 21(3), pages 459-480, Autumn.
    14. Smith Jonathan, 2013. "The Effect of College Applications on Enrollment," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 14(1), pages 151-188, December.
    15. Julian R. Betts, 1996. "What Do Students Know about Wages? Evidence from a Survey of Undergraduates," Journal of Human Resources, University of Wisconsin Press, vol. 31(1), pages 27-56.
    16. David N. Figlio & Maurice E. Lucas, 2004. "What's in a Grade? School Report Cards and the Housing Market," American Economic Review, American Economic Association, vol. 94(3), pages 591-604, June.
    17. Michael Luca & Jonathan Smith, 2013. "Salience in Quality Disclosure: Evidence from the U.S. News College Rankings," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 22(1), pages 58-77, March.
    18. Scanlon, Dennis P. & Chernew, Michael & McLaughlin, Catherine & Solon, Gary, 2002. "The impact of health plan report cards on managed care enrollment," Journal of Health Economics, Elsevier, vol. 21(1), pages 19-41, January.
    19. Matthew Wiswall & Basit Zafar, 2015. "How Do College Students Respond to Public Information about Earnings?," Journal of Human Capital, University of Chicago Press, vol. 9(2), pages 117-169.
    20. Magali Beffy & Denis Fougère & Arnaud Maurel, 2012. "Choosing the Field of Study in Postsecondary Education: Do Expected Earnings Matter?," The Review of Economics and Statistics, MIT Press, vol. 94(1), pages 334-347, February.
    21. Castleman, Benjamin L. & Page, Lindsay C., 2015. "Summer nudging: Can personalized text messages and peer mentor outreach increase college going among low-income high school graduates?," Journal of Economic Behavior & Organization, Elsevier, vol. 115(C), pages 144-160.
    22. Smith, Jonathan & Pender, Matea & Howell, Jessica, 2013. "The full extent of student-college academic undermatch," Economics of Education Review, Elsevier, vol. 32(C), pages 247-261.
    23. Hanley Chiang, "undated". "How Accountability Pressure on Failing Schools Affects Student Achievement," Mathematica Policy Research Reports c58a3b537e324447b94a2bd41, Mathematica Policy Research.
    24. Chiang, Hanley, 2009. "How accountability pressure on failing schools affects student achievement," Journal of Public Economics, Elsevier, vol. 93(9-10), pages 1045-1057, October.
    25. Page, Lindsay C. & Scott-Clayton, Judith, 2016. "Improving college access in the United States: Barriers and policy responses," Economics of Education Review, Elsevier, vol. 51(C), pages 4-22.
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    Cited by:

    1. Patrick Rooney & Jonathan Smith, 2019. "The Impact Of Highly Publicized Campus Scandals On College Outcomes," Contemporary Economic Policy, Western Economic Association International, vol. 37(3), pages 492-508, July.
    2. Adam Altmejd & Andrés Barrios-Fernández & Marin Drlje & Joshua Goodman & Michael Hurwitz & Dejan Kovac & Christine Mulhern & Christopher Neilson & Jonathan Smith, 2021. "O Brother, Where Start Thou? Sibling Spillovers on College and Major Choice in Four Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(3), pages 1831-1886.
    3. Mabel, Zachary & Libassi, C.J. & Hurwitz, Michael, 2020. "The value of using early-career earnings data in the College Scorecard to guide college choices," Economics of Education Review, Elsevier, vol. 75(C).
    4. Castleman, Benjamin L. & Murphy, Francis X. & Patterson, Richard & Skimmyhorn, William L., 2019. "Active Choice Framing and Intergenerational Education Benefits: Evidence from the Field," IZA Discussion Papers 12523, Institute of Labor Economics (IZA).
    5. Susan Dynarski & C.J. Libassi & Katherine Michelmore & Stephanie Owen, 2018. "Closing the Gap: The Effect of a Targeted, Tuition-Free Promise on College Choices of High-Achieving, Low-Income Students," NBER Working Papers 25349, National Bureau of Economic Research, Inc.
    6. Benjamin L. Castleman & Francis X. Murphy & Richard W. Patterson & William L. Skimmyhorn, 2021. "Nudges Don't Work When the Benefits Are Ambiguous: Evidence from a High‐Stakes Education Program," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 40(4), pages 1230-1248, September.
    7. Joshua Goodman & Michael Hurwitz & Christine Mulhern & Jonathan Smith, 2019. "O Brother, Where Start Thou? Sibling Spillovers in College Enrollment," NBER Working Papers 26502, National Bureau of Economic Research, Inc.
    8. Jacqmin, Julien & Lefebvre, Mathieu, 2021. "The effect of international accreditations on students’ revealed preferences: Evidence from French Business schools," Economics of Education Review, Elsevier, vol. 85(C).
    9. Jacqmin, Julien, 2019. "Providing MOOCs: A FUN way to enroll students?," Information Economics and Policy, Elsevier, vol. 48(C), pages 32-39.
    10. Phillip B. Levine & Jennifer Ma & Lauren C. Russell, 2023. "Do College Applicants Respond to Changes in Sticker Prices Even When They Don't Matter?," Education Finance and Policy, MIT Press, vol. 18(3), pages 365-394, Summer.
    11. Acton, Riley K., 2022. "Is a name change a game change? The impact of college-to-university conversions," Economics of Education Review, Elsevier, vol. 88(C).
    12. Barsoum, Ghada, 2020. "When marketization encounters centralized governance: Private Higher education in Egypt," International Journal of Educational Development, Elsevier, vol. 76(C).
    13. Yanqing Ding & Wei Li & Xin Li & Yinduo Wu & Jin Yang & Xiaoyang Ye, 2021. "Heterogeneous Major Preferences for Extrinsic Incentives: The Effects of Wage Information on the Gender Gap in STEM Major Choice," Research in Higher Education, Springer;Association for Institutional Research, vol. 62(8), pages 1113-1145, December.
    14. Oded Gurantz & Ryan Sakoda & Sahyak Sarkar, 2021. "How Does the Elimination of State Aid to For-Profit Colleges Affect Enrollment? Evidence from California’s Reforms," Upjohn Working Papers 21-356, W.E. Upjohn Institute for Employment Research.
    15. Chellman, Colin & Conger, Dylan & Turner, Lesley J., 2023. "Race and nativity earnings gaps: The role of college networks," Economics of Education Review, Elsevier, vol. 93(C).

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    More about this item

    JEL classification:

    • I2 - Health, Education, and Welfare - - Education
    • I23 - Health, Education, and Welfare - - Education - - - Higher Education; Research Institutions
    • I26 - Health, Education, and Welfare - - Education - - - Returns to Education
    • I28 - Health, Education, and Welfare - - Education - - - Government Policy
    • L15 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Information and Product Quality

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