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When financial aid is scarce: The challenge of allocating college aid where it is needed most

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  • Anderson, Drew M.

Abstract

Inequality in college completion by income is a persistent problem, often addressed through financial aid to lower-income students. Prior research has found mixed effects of financial aid, but research designs have not identified effects for the poorest students who may benefit the most. This study exploits an eligibility cutoff induced by first-come first-served allocation of funds in the state of Wisconsin. The analysis focuses on two-year technical colleges, where there was a large funding shortage affecting students at all income levels. I find positive effects of grant aid in reducing dropout and supporting degree completion, with larger positive effects for the poorest students.

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  • Anderson, Drew M., 2020. "When financial aid is scarce: The challenge of allocating college aid where it is needed most," Journal of Public Economics, Elsevier, vol. 190(C).
  • Handle: RePEc:eee:pubeco:v:190:y:2020:i:c:s0047272720301171
    DOI: 10.1016/j.jpubeco.2020.104253
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    1. 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.
    2. Jeffrey R. Brown & Caroline M. Hoxby, 2014. "How the Financial Crisis and Great Recession Affected Higher Education," NBER Books, National Bureau of Economic Research, Inc, number brow12-2, March.
    3. Lance J. Lochner & Alexander Monge-Naranjo, 2011. "The Nature of Credit Constraints and Human Capital," American Economic Review, American Economic Association, vol. 101(6), pages 2487-2529, October.
    4. Robert Kelchen & Sara Goldrick-Rab & Braden Hosch, 2017. "The Costs of College Attendance: Examining Variation and Consistency in Institutional Living Cost Allowances," The Journal of Higher Education, Taylor & Francis Journals, vol. 88(6), pages 947-971, November.
    5. Sebastian Calonico & Matias D. Cattaneo & Rocio Titiunik, 2014. "Robust Nonparametric Confidence Intervals for Regression‐Discontinuity Designs," Econometrica, Econometric Society, vol. 82, pages 2295-2326, November.
    6. 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.
    7. William N. Evans & Melissa S. Kearney & Brendan Perry & James X. Sullivan, 2020. "Increasing Community College Completion Rates Among Low‐Income Students: Evidence from a Randomized Controlled Trial Evaluation of a Case‐Management Intervention," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 39(4), pages 930-965, September.
    8. Lisa Barrow & Lashawn Richburg-Hayes & Cecilia Elena Rouse & Thomas Brock, 2014. "Paying for Performance: The Education Impacts of a Community College Scholarship Program for Low-Income Adults," Journal of Labor Economics, University of Chicago Press, vol. 32(3), pages 563-599.
    9. Matias D. Cattaneo & Michael Jansson & Xinwei Ma, 2020. "Simple Local Polynomial Density Estimators," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 115(531), pages 1449-1455, July.
    10. Philip Oreopoulos & Daniel Lang & Joshua Angrist, 2009. "Incentives and Services for College Achievement: Evidence from a Randomized Trial," American Economic Journal: Applied Economics, American Economic Association, vol. 1(1), pages 136-163, January.
    11. Xu, Ke-Li, 2017. "Regression discontinuity with categorical outcomes," Journal of Econometrics, Elsevier, vol. 201(1), pages 1-18.
    12. Philippe Belley & Lance Lochner, 2007. "The Changing Role of Family Income and Ability in Determining Educational Achievement," Journal of Human Capital, University of Chicago Press, vol. 1(1), pages 37-89.
    13. Benjamin M. Marx & Lesley J. Turner, 2019. "Student Loan Nudges: Experimental Evidence on Borrowing and Educational Attainment," American Economic Journal: Economic Policy, American Economic Association, vol. 11(2), pages 108-141, May.
    14. Webber, Douglas A., 2017. "State divestment and tuition at public institutions," Economics of Education Review, Elsevier, vol. 60(C), pages 1-4.
    15. Susan M. Dynarski, 2003. "Does Aid Matter? Measuring the Effect of Student Aid on College Attendance and Completion," American Economic Review, American Economic Association, vol. 93(1), pages 279-288, March.
    16. Eric Bettinger, 2004. "How Financial Aid Affects Persistence," NBER Chapters, in: College Choices: The Economics of Where to Go, When to Go, and How to Pay For It, pages 207-238, National Bureau of Economic Research, Inc.
    17. Matias D. Cattaneo & Rocío Titiunik & Gonzalo Vazquez-Bare, 2020. "Analysis of regression-discontinuity designs with multiple cutoffs or multiple scores," Stata Journal, StataCorp LP, vol. 20(4), pages 866-891, December.
    18. Imbens, Guido W. & Lemieux, Thomas, 2008. "Regression discontinuity designs: A guide to practice," Journal of Econometrics, Elsevier, vol. 142(2), pages 615-635, February.
    19. Dynarski, Susan M. & Scott–Clayton, Judith E., 2006. "The Cost of Complexity in Federal Student Aid: Lessons From Optimal Tax Theory and Behavioral Economics," National Tax Journal, National Tax Association;National Tax Journal, vol. 59(2), pages 319-356, June.
    20. 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.
    21. Meta Brown & John Karl Scholz & Ananth Seshadri, 2012. "A New Test of Borrowing Constraints for Education," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(2), pages 511-538.
    22. Congressional Budget Office, 2013. "The Pell Grant Program: Recent Growth and Policy Options," Reports 44448, Congressional Budget Office.
    23. Thomas J. Kane, 2003. "A Quasi-Experimental Estimate of the Impact of Financial Aid on College-Going," NBER Working Papers 9703, National Bureau of Economic Research, Inc.
    24. Benjamin L. Castleman & Lindsay C. Page, 2016. "Freshman Year Financial Aid Nudges: An Experiment to Increase FAFSA Renewal and College Persistence," Journal of Human Resources, University of Wisconsin Press, vol. 51(2), pages 389-415.
    25. Spence, Michael, 1977. "Nonlinear prices and welfare," Journal of Public Economics, Elsevier, vol. 8(1), pages 1-18, August.
    26. Benjamin L. Castleman & Bridget Terry Long, 2016. "Looking beyond Enrollment: The Causal Effect of Need-Based Grants on College Access, Persistence, and Graduation," Journal of Labor Economics, University of Chicago Press, vol. 34(4), pages 1023-1073.
    27. Carruthers, Celeste K. & Fox, William F., 2016. "Aid for all: College coaching, financial aid, and post-secondary persistence in Tennessee," Economics of Education Review, Elsevier, vol. 51(C), pages 97-112.
    28. William N. Evans & Melissa S. Kearney & Brendan Perry & James X. Sullivan, 2019. "A Cautionary Tale about Emergency Financial Assistance without Services: Evidence from a Randomized Controlled Trial Evaluation at a Community College," AEA Papers and Proceedings, American Economic Association, vol. 109, pages 218-222, May.
    29. Benjamin M. Marx & Lesley J. Turner, 2018. "Borrowing Trouble? Human Capital Investment with Opt-In Costs and Implications for the Effectiveness of Grant Aid," American Economic Journal: Applied Economics, American Economic Association, vol. 10(2), pages 163-201, April.
    30. 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.
    31. Neil S. Seftor & NSarah E. Turner, 2002. "Back to School: Federal Student Aid Policy and Adult College Enrollment," Journal of Human Resources, University of Wisconsin Press, vol. 37(2), pages 336-352.
    32. Caroline Minter Hoxby, 2004. "Introduction to "College Choices: The Economics of Where to Go, When to Go, and How to Pay For It"," NBER Chapters, in: College Choices: The Economics of Where to Go, When to Go, and How to Pay For It, pages 1-12, National Bureau of Economic Research, Inc.
    33. Congressional Budget Office, 2013. "The Pell Grant Program: Recent Growth and Policy Options," Reports 44448, Congressional Budget Office.
    34. Thomas J. Kane, 1995. "Rising Public College Tuition and College Entry: How Well Do Public Subsidies Promote Access to College?," NBER Working Papers 5164, National Bureau of Economic Research, Inc.
    35. Scott Carrell & Bruce Sacerdote, 2017. "Why Do College-Going Interventions Work?," American Economic Journal: Applied Economics, American Economic Association, vol. 9(3), pages 124-151, July.
    36. Congressional Budget Office, 2013. "The Pell Grant Program: Recent Growth and Policy Options," Reports 44448, Congressional Budget Office.
    37. Brigham R. Frandsen, 2017. "Party Bias in Union Representation Elections: Testing for Manipulation in the Regression Discontinuity Design when the Running Variable is Discrete," Advances in Econometrics, in: Regression Discontinuity Designs, volume 38, pages 281-315, Emerald Group Publishing Limited.
    38. 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.
    39. Bridget Terry Long, 2014. "The Financial Crisis and College Enrollment: How Have Students and Their Families Responded?," NBER Chapters, in: How the Financial Crisis and Great Recession Affected Higher Education, pages 209-233, National Bureau of Economic Research, Inc.
    40. Philip Oreopoulos & Uros Petronijevic, 2013. "Making College Worth It: A Review of Research on the Returns to Higher Education," NBER Working Papers 19053, National Bureau of Economic Research, Inc.
    41. Matias D. Cattaneo & Nicolas Idrobo & Rocio Titiunik, 2019. "A Practical Introduction to Regression Discontinuity Designs: Foundations," Papers 1911.09511, arXiv.org.
    42. Andrew Barr, 2019. "Fighting for Education: Financial Aid and Degree Attainment," Journal of Labor Economics, University of Chicago Press, vol. 37(2), pages 509-544.
    43. Evans, Brent J. & Nguyen, Tuan D., 2019. "Monetary substitution of loans, earnings, and need-based aid in postsecondary education: The impact of Pell Grant eligibility," Economics of Education Review, Elsevier, vol. 70(C), pages 1-19.
    44. Sebastian Calonico & Matias D. Cattaneo & Max H. Farrell & Roc ́ıo Titiunik, 2017. "rdrobust: Software for regression-discontinuity designs," Stata Journal, StataCorp LP, vol. 17(2), pages 372-404, June.
    45. Susan Dynarski & Judith Scott-Clayton, 2013. "Financial Aid Policy: Lessons from Research," NBER Working Papers 18710, National Bureau of Economic Research, Inc.
    46. 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.
    47. Eric P. Bettinger & Bridget Terry Long & Philip Oreopoulos & Lisa Sanbonmatsu, 2012. "The Role of Application Assistance and Information in College Decisions: Results from the H&R Block Fafsa Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(3), pages 1205-1242.
    48. Vivian Yuen Ting Liu, 2020. "Is School Out for the Summer? The Impact of Year-Round Pell Grants on Academic and Employment Outcomes of Community College Students," Education Finance and Policy, MIT Press, vol. 15(2), pages 241-269, Spring.
    49. 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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    Cited by:

    1. Celeste K. Carruthers & Christopher Jepsen, 2020. "Vocational Education: An International Perspective," CESifo Working Paper Series 8718, CESifo.
    2. Veronica Rattini, 2022. "The Effects of Financial Aid on Graduation and Labor Market Outcomes: New Evidence from Matched Education-Labor Data," CESifo Working Paper Series 10010, CESifo.
    3. Miller, Lois & Park, Minseon, 2022. "Making college affordable? The impacts of tuition freezes and caps," Economics of Education Review, Elsevier, vol. 89(C).

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    More about this item

    Keywords

    Financial aid; Community colleges; Inequality; Regression discontinuity;
    All these keywords.

    JEL classification:

    • I22 - Health, Education, and Welfare - - Education - - - Educational Finance; Financial Aid
    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality
    • I28 - Health, Education, and Welfare - - Education - - - Government Policy

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