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Scaling up: Advanced Placement Incentive Program

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  • Celebi, Hande

Abstract

This paper investigates the long-term effects of Advanced Placement (AP) courses on college and labor market outcomes. I examine the staggered rollout of the AP Incentive Program in Texas, designed to expand AP participation. The pilot phase targeted a small group of high schools, while the scaled-up phase extended the program to half of all Texas high schools in 2001. This structure allows me to test whether the program scaled effectively. Using detailed administrative data for all Texas students, I estimate impacts separately for each phase. In the pilot phase, the program increased AP enrollment by 50% and the number of AP courses taken by 40%, while college enrollment rose by 24%, graduation by 6%, and wages by 7%. In contrast, students in schools that adopted the program during the scaled-up phase show no improvement in any outcomes. A plausible explanation for these divergent effects is that student demand for AP courses differed across the two phases.

Suggested Citation

  • Celebi, Hande, 2026. "Scaling up: Advanced Placement Incentive Program," Economics of Education Review, Elsevier, vol. 110(C).
  • Handle: RePEc:eee:ecoedu:v:110:y:2026:i:c:s0272775725001335
    DOI: 10.1016/j.econedurev.2025.102753
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    1. Abhijit Banerjee & Rukmini Banerji & James Berry & Esther Duflo & Harini Kannan & Shobhini Mukerji & Marc Shotland & Michael Walton, 2017. "From Proof of Concept to Scalable Policies: Challenges and Solutions, with an Application," Journal of Economic Perspectives, American Economic Association, vol. 31(4), pages 73-102, Fall.
    2. Tahir Andrabi & Jishnu Das & Asim I. Khwaja & Selcuk Ozyurt & Niharika Singh, 2020. "Upping the Ante: The Equilibrium Effects of Unconditional Grants to Private Schools," American Economic Review, American Economic Association, vol. 110(10), pages 3315-3349, October.
    3. Gigliotti, Philip & Sorensen, Lucy C., 2018. "Educational resources and student achievement: Evidence from the Save Harmless provision in New York State," Economics of Education Review, Elsevier, vol. 66(C), pages 167-182.
    4. Joshua Hyman, 2017. "ACT for All: The Effect of Mandatory College Entrance Exams on Postsecondary Attainment and Choice," Education Finance and Policy, MIT Press, vol. 12(3), pages 281-311, Summer.
    5. Esther Duflo & Pascaline Dupas & Michael Kremer, 2011. "Peer Effects, Teacher Incentives, and the Impact of Tracking: Evidence from a Randomized Evaluation in Kenya," American Economic Review, American Economic Association, vol. 101(5), pages 1739-1774, August.
    6. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
    7. Roland G. Fryer, Jr. & Steven D. Levitt & John A. List, 2015. "Parental Incentives and Early Childhood Achievement: A Field Experiment in Chicago Heights," NBER Working Papers 21477, National Bureau of Economic Research, Inc.
    8. Jeffrey T. Denning & Benjamin M. Marx & Lesley J. Turner, 2019. "ProPelled: The Effects of Grants on Graduation, Earnings, and Welfare," American Economic Journal: Applied Economics, American Economic Association, vol. 11(3), pages 193-224, July.
    9. C. Kirabo Jackson, 2010. "A Little Now for a Lot Later: A Look at a Texas Advanced Placement Incentive Program," Journal of Human Resources, University of Wisconsin Press, vol. 45(3).
    10. Stephanie Owen, 2025. "The Advanced Placement Program and Educational Inequality," Education Finance and Policy, MIT Press, vol. 20(1), pages 1-32, Winter.
    11. Abhijit V. Banerjee & Shawn Cole & Esther Duflo & Leigh Linden, 2007. "Remedying Education: Evidence from Two Randomized Experiments in India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 1235-1264.
    12. Hong, Kai & Zimmer, Ron, 2016. "Does Investing in School Capital Infrastructure Improve Student Achievement?," Economics of Education Review, Elsevier, vol. 53(C), pages 143-158.
    13. Omar Al-Ubaydli & John A. List & Dana L. Suskind, 2017. "What Can We Learn from Experiments? Understanding the Threats to the Scalability of Experimental Results," American Economic Review, American Economic Association, vol. 107(5), pages 282-286, May.
    14. Sun, Liyang & Abraham, Sarah, 2021. "Estimating dynamic treatment effects in event studies with heterogeneous treatment effects," Journal of Econometrics, Elsevier, vol. 225(2), pages 175-199.
    15. Raj Chetty & Nathaniel Hendren & Lawrence F. Katz, 2016. "The Effects of Exposure to Better Neighborhoods on Children: New Evidence from the Moving to Opportunity Experiment," American Economic Review, American Economic Association, vol. 106(4), pages 855-902, April.
    16. Kristin Klopfenstein & M. Kathleen Thomas, 2009. "The Link between Advanced Placement Experience and Early College Success," Southern Economic Journal, John Wiley & Sons, vol. 75(3), pages 873-891, January.
    17. Klopfenstein, Kristin, 2004. "Advanced Placement: do minorities have equal opportunity?," Economics of Education Review, Elsevier, vol. 23(2), pages 115-131, April.
    18. Barrera-Osorio, Felipe & Linden, Leigh L., 2009. "The use and misuse of computers in education : evidence from a randomized experiment in Colombia," Policy Research Working Paper Series 4836, The World Bank.
    19. Kristin Klopfenstein & M. Kathleen Thomas, 2009. "The Link between Advanced Placement Experience and Early College Success," Southern Economic Journal, Southern Economic Association, vol. 75(3), pages 873-891, January.
    20. Ahmed Mushfiq Mobarak, 2022. "Assessing social aid: the scale-up process needs evidence, too," Nature, Nature, vol. 609(7929), pages 892-894, September.
    21. 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.
    22. Alan B. Krueger, 1999. "Experimental Estimates of Education Production Functions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(2), pages 497-532.
    23. Callaway, Brantly & Sant’Anna, Pedro H.C., 2021. "Difference-in-Differences with multiple time periods," Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
    24. Eric Bettinger & Oded Gurantz & Laura Kawano & Bruce Sacerdote & Michael Stevens, 2019. "The Long-Run Impacts of Financial Aid: Evidence from California's Cal Grant," American Economic Journal: Economic Policy, American Economic Association, vol. 11(1), pages 64-94, February.
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    JEL classification:

    • I26 - Health, Education, and Welfare - - Education - - - Returns to Education
    • I28 - Health, Education, and Welfare - - Education - - - Government Policy

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