IDEAS home Printed from https://ideas.repec.org/p/ces/ceswps/_10010.html
   My bibliography  Save this paper

The Effects of Financial Aid on Graduation and Labor Market Outcomes: New Evidence from Matched Education-Labor Data

Author

Listed:
  • Veronica Rattini

Abstract

Financial aid decreases the cost of acquiring additional education. By using Italian administrative and survey data on financial aid recipients and exploiting sharp discontinuities in the amount of aid received, this paper identifies the causal effect of aid generosity on college performance and labor market outcomes. The results show that students with a higher cost of college earn more credits each year than those receiving higher financial aid. This gap generates a significant difference in the overall graduation time. No differences emerge in the GPA level or in the probability of working during college. After graduation, lower-aid recipients have a similar probability of continuing to study and of working after college as higher-aid beneficiaries. However, they secure a better job match in terms of working hours and payment but also in terms of skills matching.

Suggested Citation

  • 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.
  • Handle: RePEc:ces:ceswps:_10010
    as

    Download full text from publisher

    File URL: https://www.cesifo.org/DocDL/cesifo1_wp10010.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Gabrielle Fack & Julien Grenet, 2015. "Improving College Access and Success for Low-Income Students: Evidence from a Large Need-Based Grant Program," American Economic Journal: Applied Economics, American Economic Association, vol. 7(2), pages 1-34, April.
    2. R. Benabou & J. Tirole, 1999. "Self-Confidence and Social Interactions," Princeton Economic Theory Papers 00s2, Economics Department, Princeton University.
    3. Roland G. Fryer, 2011. "Financial Incentives and Student Achievement: Evidence from Randomized Trials," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(4), pages 1755-1798.
    4. Francesca Modena & Enrico Rettore & Giulia Martina Tanzi, 2020. "The Effect of Grants on University Dropout Rates: Evidence from the Italian Case," Journal of Human Capital, University of Chicago Press, vol. 14(3), pages 343-370.
    5. 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.
    6. Sebastian Calonico & Matias D. Cattaneo & Max H. Farrell & Rocío Titiunik, 2019. "Regression Discontinuity Designs Using Covariates," The Review of Economics and Statistics, MIT Press, vol. 101(3), pages 442-451, July.
    7. Maria D. Fitzpatrick & Damon Jones, 2012. "Higher Education, Merit-Based Scholarships and Post-Baccalaureate Migration," NBER Working Papers 18530, National Bureau of Economic Research, Inc.
    8. Fabrizia Mealli & Carla Rampichini, 2012. "Evaluating the effects of university grants by using regression discontinuity designs," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 175(3), pages 775-798, July.
    9. Imbens, Guido W. & Lemieux, Thomas, 2008. "Regression discontinuity designs: A guide to practice," Journal of Econometrics, Elsevier, vol. 142(2), pages 615-635, February.
    10. Pietro Garibaldi & Francesco Giavazzi & Andrea Ichino & Enrico Rettore, 2012. "College Cost and Time to Complete a Degree: Evidence from Tuition Discontinuities," The Review of Economics and Statistics, MIT Press, vol. 94(3), pages 699-711, August.
    11. Michèle Belot & Erik Canton & Dinand Webbink, 2008. "Does reducing student support affect scholastic performance? Evidence from a Dutch reform," Studies in Empirical Economics, in: Christian Dustmann & Bernd Fitzenberger & Stephen Machin (ed.), The Economics of Education and Training, pages 7-21, Springer.
    12. 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.
    13. Checchi, Daniele & Ichino, Andrea & Rustichini, Aldo, 1999. "More equal but less mobile?: Education financing and intergenerational mobility in Italy and in the US," Journal of Public Economics, Elsevier, vol. 74(3), pages 351-393, December.
    14. Minaya, Veronica & Agasisti, Tommaso & Bratti, Massimiliano, 2022. "When need meets merit: The effect of increasing merit requirements in need-based student aid," European Economic Review, Elsevier, vol. 146(C).
    15. 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.
    16. 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.
    17. Judith Scott-Clayton, 2011. "On Money and Motivation: A Quasi-Experimental Analysis of Financial Incentives for College Achievement," Journal of Human Resources, University of Wisconsin Press, vol. 46(3), pages 614-646.
    18. 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.
    19. Carruthers, Celeste K. & Welch, Jilleah G., 2019. "Not whether, but where? Pell grants and college choices," Journal of Public Economics, Elsevier, vol. 172(C), pages 1-19.
    20. repec:hal:pseose:halshs-01155638 is not listed on IDEAS
    21. Roland Bénabou & Jean Tirole, 2005. "Self-Confidence and Personal Motivation," International Economic Association Series, in: Bina Agarwal & Alessandro Vercelli (ed.), Psychology, Rationality and Economic Behaviour, chapter 2, pages 19-57, Palgrave Macmillan.
    22. Till von Wachter, 2020. "The Persistent Effects of Initial Labor Market Conditions for Young Adults and Their Sources," Journal of Economic Perspectives, American Economic Association, vol. 34(4), pages 168-194, Fall.
    23. Susan M. Dynarski & Judith E. Scott-Clayton, 2008. "Complexity and Targeting in Federal Student Aid: A Quantitative Analysis," NBER Chapters, in: Tax Policy and the Economy, Volume 22, pages 109-150, National Bureau of Economic Research, Inc.
    24. 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.
    25. Dynarski, Susan & Wiederspan, Mark, 2012. "Student Aid Simplification: Looking Back and Looking Ahead," National Tax Journal, National Tax Association;National Tax Journal, vol. 65(1), pages 211-234, March.
    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. Susan Dynarski, 2008. "Building the Stock of College-Educated Labor," Journal of Human Resources, University of Wisconsin Press, vol. 43(3), pages 576-610.
    28. 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.
    29. 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.
    30. Hahn, Jinyong & Todd, Petra & Van der Klaauw, Wilbert, 2001. "Identification and Estimation of Treatment Effects with a Regression-Discontinuity Design," Econometrica, Econometric Society, vol. 69(1), pages 201-209, January.
    31. 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.
    32. 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).
    33. Susan Dynarski & Judith Scott-Clayton, 2013. "Financial Aid Policy: Lessons from Research," NBER Working Papers 18710, National Bureau of Economic Research, Inc.
    34. 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.
    35. 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.
    36. Joshua Angrist & Philip Oreopoulos & Tyler Williams, 2014. "When Opportunity Knocks, Who Answers?: New Evidence on College Achievement Awards," Journal of Human Resources, University of Wisconsin Press, vol. 49(3), pages 572-610.
    37. Christopher Cornwell & David B. Mustard & Deepa J. Sridhar, 2006. "The Enrollment Effects of Merit-Based Financial Aid: Evidence from Georgia's HOPE Program," Journal of Labor Economics, University of Chicago Press, vol. 24(4), pages 761-786, October.
    38. David S. Lee, 2009. "Training, Wages, and Sample Selection: Estimating Sharp Bounds on Treatment Effects," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 76(3), pages 1071-1102.
    39. Judith Scott-Clayton & Lauren Schudde, 2020. "The Consequences of Performance Standards in Need-Based Aid: Evidence from Community Colleges," Journal of Human Resources, University of Wisconsin Press, vol. 55(4), pages 1105-1136.
    40. Sjoquist, David L. & Winters, John V., 2013. "The effects of HOPE on post-college retention in the Georgia workforce," Regional Science and Urban Economics, Elsevier, vol. 43(3), pages 479-490.
    41. Christopher M. Cornwell & Kyung Hee Lee & David B. Mustard, 2005. "Student Responses to Merit Scholarship Retention Rules," Journal of Human Resources, University of Wisconsin Press, vol. 40(4), pages 895-917.
    42. 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.
    43. Tirole, Jean & Bénabou, Roland, 2000. "Self-Confidence & Social Interactions," CEPR Discussion Papers 2579, C.E.P.R. Discussion Papers.
    44. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Federica Meluzzi, 2024. "The College Melting Pot: Peers, Culture and Women's Job Search," Papers 2409.20225, arXiv.org.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. 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).
    2. 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.
    3. José Montalbán, 2019. "Countering moral hazard in higher education: The role of performance incentives in need-based grants," Working Papers halshs-02160365, HAL.
    4. Charles T. Clotfelter & Steven W. Hemelt & Helen F. Ladd, 2018. "Multifaceted Aid For Low‐Income Students And College Outcomes: Evidence From North Carolina," Economic Inquiry, Western Economic Association International, vol. 56(1), pages 278-303, January.
    5. José Montalbán, 2019. "Countering moral hazard in higher education: The role of performance incentives in need-based grants," PSE Working Papers halshs-02160365, HAL.
    6. 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.
    7. Judith Scott-Clayton & Lauren Schudde, 2016. "Performance Standards in Need-Based Student Aid," NBER Working Papers 22713, National Bureau of Economic Research, Inc.
    8. Francesca Modena & Santiago Pereda-Fernández & Giulia Martina Tanzi, 2023. "On the Design of Grant Assignment Rules," Politica economica, Società editrice il Mulino, issue 1, pages 3-40.
    9. Gabrielle Fack & Julien Grenet, 2015. "Improving College Access and Success for Low-Income Students: Evidence from a Large Need-Based Grant Program," American Economic Journal: Applied Economics, American Economic Association, vol. 7(2), pages 1-34, April.
    10. 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).
    11. Minaya, Veronica & Agasisti, Tommaso & Bratti, Massimiliano, 2022. "When need meets merit: The effect of increasing merit requirements in need-based student aid," European Economic Review, Elsevier, vol. 146(C).
    12. David Card & Alex Solis, 2022. "Measuring the Effect of Student Loans on College Persistence," Education Finance and Policy, MIT Press, vol. 17(2), pages 335-366, Spring.
    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. Wright, Nicholas A., 2021. "Need-based financing policies, college decision-making, and labor market behavior: Evidence from Jamaica," Journal of Development Economics, Elsevier, vol. 150(C).
    15. Lovenheim, Michael F. & Owens, Emily G., 2014. "Does federal financial aid affect college enrollment? Evidence from drug offenders and the Higher Education Act of 1998," Journal of Urban Economics, Elsevier, vol. 81(C), pages 1-13.
    16. 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.
    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. Lisa Barrow & Cecilia Elena Rouse, 2018. "Financial Incentives and Educational Investment: The Impact of Performance-based Scholarships on Student Time Use," Education Finance and Policy, MIT Press, vol. 13(4), pages 419-448, Fall.
    19. Francesca Modena & Giulia Martina Tanzi & Enrico Rettore, 2018. "The effect of grants on university drop-out rates: evidence on the Italian case," Temi di discussione (Economic working papers) 1193, Bank of Italy, Economic Research and International Relations Area.
    20. Bruce, Donald J. & Carruthers, Celeste K., 2014. "Jackpot? The impact of lottery scholarships on enrollment in Tennessee," Journal of Urban Economics, Elsevier, vol. 81(C), pages 30-44.

    More about this item

    Keywords

    human capital; financial aid; labor market outcomes; regression discontinuity design;
    All these keywords.

    JEL classification:

    • H75 - Public Economics - - State and Local Government; Intergovernmental Relations - - - State and Local Government: Health, Education, and Welfare
    • I22 - Health, Education, and Welfare - - Education - - - Educational Finance; Financial Aid
    • I26 - Health, Education, and Welfare - - Education - - - Returns to Education
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ces:ceswps:_10010. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Klaus Wohlrabe (email available below). General contact details of provider: https://edirc.repec.org/data/cesifde.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.