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Giving College Credit Where It Is Due: Advanced Placement Exam Scores and College Outcomes

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  • Jonathan Smith
  • Michael Hurwitz
  • Christopher Avery

Abstract

We implement a regression discontinuity design using the continuous raw Advanced Placement (AP) exam scores, which are mapped into the observed 1–5 integer scores, for over 4.5 million students. Earning higher AP integer scores positively affects college completion and subsequent exam-taking. Specifically, attaining credit-granting integer scores increases the probability that a student will receive a bachelor’s degree within 4 years by 1–2 percentage points per exam. We also find that receiving a score of 3 over a 2 on junior year AP exams causes students to take between 0.06 and 0.14 more AP exams senior year.

Suggested Citation

  • Jonathan Smith & Michael Hurwitz & Christopher Avery, 2017. "Giving College Credit Where It Is Due: Advanced Placement Exam Scores and College Outcomes," Journal of Labor Economics, University of Chicago Press, vol. 35(1), pages 67-147.
    • Handle: RePEc:ucp:jlabec:doi:10.1086/687568
    DOI: 10.1086/687568
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    1. Sebastian Calonico & Matias D. Cattaneo & Rocio Titiunik, 2014. "Robust data-driven inference in the regression-discontinuity design," Stata Journal, StataCorp LP, vol. 14(4), pages 909-946, December.
    2. repec:mpr:mprres:6683 is not listed on IDEAS
    3. Susan M. Dynarski & Steven W. Hemelt & Joshua M. Hyman, 2013. "The Missing Manual: Using National Student Clearinghouse Data to Track Postsecondary Outcomes," NBER Working Papers 19552, National Bureau of Economic Research, Inc.
    4. Caroline Hoxby & Christopher Avery, 2013. "The Missing "One-Offs": The Hidden Supply of High-Achieving, Low-Income Students," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 44(1 (Spring), pages 1-65.
    5. Papay, John P. & Willett, John B. & Murnane, Richard J., 2011. "Extending the regression-discontinuity approach to multiple assignment variables," Journal of Econometrics, Elsevier, vol. 161(2), pages 203-207, April.
    6. Guido Imbens & Karthik Kalyanaraman, 2012. "Optimal Bandwidth Choice for the Regression Discontinuity Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(3), pages 933-959.
    7. John Bound & Michael F. Lovenheim & Sarah Turner, 2010. "Why Have College Completion Rates Declined? An Analysis of Changing Student Preparation and Collegiate Resources," American Economic Journal: Applied Economics, American Economic Association, vol. 2(3), pages 129-157, July.
    8. 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.
    9. McCrary, Justin, 2008. "Manipulation of the running variable in the regression discontinuity design: A density test," Journal of Econometrics, Elsevier, vol. 142(2), pages 698-714, February.
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    Cited by:

    1. Machin, Stephen & McNally, Sandra & Ruiz-Valenzuela, Jenifer, 2020. "Entry through the narrow door: The costs of just failing high stakes exams," Journal of Public Economics, Elsevier, vol. 190(C).
    2. Christopher Avery & Oded Gurantz & Michael Hurwitz & Jonathan Smith, 2018. "Shifting College Majors in Response to Advanced Placement Exam Scores," Journal of Human Resources, University of Wisconsin Press, vol. 53(4), pages 918-956.
    3. Georg Graetz & Björn Öckert & Oskar Nordström Skans, 2020. "Family Background and the Responses to Higher SAT Scores," CESifo Working Paper Series 8362, CESifo.
    4. Steven W. Hemelt & Nathaniel L. Schwartz & Susan M. Dynarski, 2020. "Dual‐Credit Courses and the Road to College: Experimental Evidence from Tennessee," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 39(3), pages 686-719, June.
    5. Fazlul, Ishtiaque & Jones, Todd & Smith, Jonathan, 2021. "College Credit on the Table? Advanced Placement Course and Exam Taking," Economics of Education Review, Elsevier, vol. 84(C).
    6. Dougherty, Shaun M. & Goodman, Joshua S. & Hill, Darryl V. & Litke, Erica G. & Page, Lindsay C., 2017. "Objective course placement and college readiness: Evidence from targeted middle school math acceleration," Economics of Education Review, Elsevier, vol. 58(C), pages 141-161.
    7. Francis Dania V. & de Oliveira Angela C. M. & Dimmitt Carey, 2019. "Do School Counselors Exhibit Bias in Recommending Students for Advanced Coursework?," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 19(4), pages 1-17, October.
    8. Ulrik Hvidman & Hans Henrik Sievertsen, 2021. "High-Stakes Grades and Student Behavior," Journal of Human Resources, University of Wisconsin Press, vol. 56(3), pages 821-849.
    9. Lindsay C. Page & Jennifer E. Iriti & Danielle J. Lowry & Aaron M. Anthony, 2019. "The Promise of Place-Based Investment in Postsecondary Access and Success: Investigating the Impact of the Pittsburgh Promise," Education Finance and Policy, MIT Press, vol. 14(4), pages 572-600, Fall.
    10. Figlio, David & Özek, Umut, 2020. "An extra year to learn English? Early grade retention and the human capital development of English learners," Journal of Public Economics, Elsevier, vol. 186(C).
    11. David Figlio & Umut Özek, 2020. "Cross-Generational Differences in Educational Outcomes in the Second Great Wave of Immigration," Education Finance and Policy, MIT Press, vol. 15(4), pages 648-674, Fall.
    12. Nur Syazwanie Mansor. & Sharifah Syakila Syed Shaharuddin. & Muhammad Ikhmal Mohd Jamil, 2024. "Revisiting Needs Analysis in English Language Education: New Perspectives and Emerging Trends," International Journal of Research and Innovation in Social Science, International Journal of Research and Innovation in Social Science (IJRISS), vol. 8(9), pages 1572-1582, September.
    13. Lindsay C. Page & Judith Scott-Clayton, 2015. "Improving College Access in the United States: Barriers and Policy Responses," NBER Working Papers 21781, National Bureau of Economic Research, Inc.
    14. 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.
    15. Gurantz, Oded & Hurwitz, Michael & Smith, Jonathan, 2020. "Sibling effects on high school exam taking and performance," Journal of Economic Behavior & Organization, Elsevier, vol. 178(C), pages 534-549.
    16. Federico Crippa, 2024. "Manipulation Test for Multidimensional RDD," Papers 2402.10836, arXiv.org, revised Jun 2024.

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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
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

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