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Leveling Up: Early Results from a Randomized Evaluation of Post-Secondary Aid

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  • Joshua Angrist
  • David Autor
  • Sally Hudson
  • Amanda Pallais

Abstract

Does financial aid increase college attendance and completion? Selection bias and the high implicit tax rates imposed by overlapping aid programs make this question difficult to answer. This paper reports initial findings from a randomized evaluation of a large privately-funded scholarship program for applicants to Nebraska’s public colleges and universities. Our research design answers the challenges of aid evaluation with random assignment of aid offers and a strong first stage for aid received: randomly assigned aid offers increased aid received markedly. This in turn appears to have boosted enrollment and persistence, while also shifting many applicants from two- to four-year schools. Awards offered to nonwhite applicants, to those with relatively low academic achievement, and to applicants who targeted less-selective four-year programs (as measured by admissions rates) generated the largest gains in enrollment and persistence, while effects were much smaller for applicants predicted to have stronger post-secondary outcomes in the absence of treatment. Thus, awards enabled groups with historically-low college attendance to ‘level up,’ largely equalizing enrollment and persistence rates with traditionally college-bound peers, particularly at four-year programs. Awards offered to prospective community college students had little effect on college enrollment or the type of college attended.

Suggested Citation

  • Joshua Angrist & David Autor & Sally Hudson & Amanda Pallais, 2014. "Leveling Up: Early Results from a Randomized Evaluation of Post-Secondary Aid," NBER Working Papers 20800, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:20800
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    Cited by:

    1. Andrews, Rodney J. & Imberman, Scott A. & Lovenheim, Michael F., 2020. "Recruiting and supporting low-income, high-achieving students at flagship universities," Economics of Education Review, Elsevier, vol. 74(C).
    2. Scott-Clayton, Judith & Zafar, Basit, 2019. "Financial aid, debt management, and socioeconomic outcomes: Post-college effects of merit-based aid," Journal of Public Economics, Elsevier, vol. 170(C), pages 68-82.
    3. Art B. Owen & Hal Varian, 2018. "Optimizing the tie-breaker regression discontinuity design," Papers 1808.07563, arXiv.org, revised Jul 2020.
    4. Juliana Londono-Velez & Catherine Rodriguez & Fabio Sánchez?, 2017. "The Intended and Unintended Impacts of a Merit-Based Financial Aid Program for the Poor: The Case of Ser Pilo Paga," Documentos CEDE 15466, Universidad de los Andes, Facultad de Economía, CEDE.
    5. Josh Angrist & David Autor & Sally Hudson & Amanda Pallais, 2015. "Evaluating Econometric Evaluations of Post-Secondary Aid," American Economic Review, American Economic Association, vol. 105(5), pages 502-507, May.
    6. Raj Chetty & John N. Friedman & Emmanuel Saez & Nicholas Turner & Danny Yagan, 2017. "Mobility Report Cards: The Role of Colleges in Intergenerational Mobility," NBER Working Papers 23618, National Bureau of Economic Research, Inc.
    7. Adolfo Meisel Roca & Angela Granger Serrano, 2022. "El éxito de los pilos: un estudio de caso," Revista de Economía del Rosario, Universidad del Rosario, vol. 25(1), June.
    8. Yi Lu & Hong Song, 2020. "The effect of educational technology on college students’ labor market performance," Journal of Population Economics, Springer;European Society for Population Economics, vol. 33(3), pages 1101-1126, July.
    9. Jeffrey T. Denning, 2019. "Born under a Lucky Star: Financial Aid, College Completion, Labor Supply, and Credit Constraints," Journal of Human Resources, University of Wisconsin Press, vol. 54(3), pages 760-784.
    10. Dylan Conger & Lesley J. Turner, 2015. "The Impact of Tuition Increases on Undocumented College Students' Attainment," NBER Working Papers 21135, National Bureau of Economic Research, Inc.
    11. Molina, Teresa & Rivadeneyra, Ivan, 2021. "The schooling and labor market effects of eliminating university tuition in Ecuador," Journal of Public Economics, Elsevier, vol. 196(C).
    12. Drew M. Anderson & Katharine M. Broton & Sara Goldrick‐Rab & Robert Kelchen, 2020. "Experimental Evidence on the Impacts of Need‐Based Financial Aid: Longitudinal Assessment of the Wisconsin Scholars Grant," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 39(3), pages 720-739, June.
    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. Conger, Dylan & Turner, Lesley J., 2017. "The effect of price shocks on undocumented students' college attainment and completion," Journal of Public Economics, Elsevier, vol. 148(C), pages 92-114.
    15. Melguizo, Tatiana & Sanchez, Fabio & Velasco, Tatiana, 2016. "Credit for Low-Income Students and Access to and Academic Performance in Higher Education in Colombia: A Regression Discontinuity Approach," World Development, Elsevier, vol. 80(C), pages 61-77.
    16. Firoozi, Daniel, 2022. "The impact of post-admission merit scholarships on enrollment decisions and degree attainment: Evidence from randomization," Economics of Education Review, Elsevier, vol. 86(C).
    17. 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.
    18. Dan M. Kluger & Art B. Owen, 2021. "Kernel regression analysis of tie-breaker designs," Papers 2101.09605, arXiv.org, revised Jan 2023.
    19. Serge Herzog, 2018. "Financial Aid and College Persistence: Do Student Loans Help or Hurt?," Research in Higher Education, Springer;Association for Institutional Research, vol. 59(3), pages 273-301, May.
    20. Lauren Schudde & Judith Scott-Clayton, 2016. "Pell Grants as Performance-Based Scholarships? An Examination of Satisfactory Academic Progress Requirements in the Nation’s Largest Need-Based Aid Program," Research in Higher Education, Springer;Association for Institutional Research, vol. 57(8), pages 943-967, December.
    21. Alonso Bucarey & Dante Contreras & Pablo Muñoz, 2018. "Labor Market Returns to Student Loans," Working Papers wp464, University of Chile, Department of Economics.
    22. Joshua Angrist & David Autor & Sally Hudson & Amanda Pallais, 2016. "Evaluating Post-Secondary Aid: Enrollment, Persistence, and Projected Completion Effects," NBER Working Papers 23015, National Bureau of Economic Research, Inc.
    23. Anderson, Drew M. & Goldrick-Rab, Sara, 2018. "Aid after enrollment: Impacts of a statewide grant program at public two-year colleges," Economics of Education Review, Elsevier, vol. 67(C), pages 148-157.

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    More about this item

    JEL classification:

    • H52 - Public Economics - - National Government Expenditures and Related Policies - - - Government Expenditures and Education
    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • I22 - Health, Education, and Welfare - - Education - - - Educational Finance; Financial Aid
    • I23 - Health, Education, and Welfare - - Education - - - Higher Education; Research Institutions
    • I28 - Health, Education, and Welfare - - Education - - - Government Policy
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

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