IDEAS home Printed from https://ideas.repec.org/p/fip/fednsr/685.html
   My bibliography  Save this paper

Information heterogeneity and intended college enrollment

Author

Listed:
  • Zachary Bleemer
  • Basit Zafar

Abstract

Despite a robust college premium, college attendance rates in the United States have remained stagnant and exhibit a substantial socioeconomic gradient. We focus on information gaps? specifically, incomplete information about college benefits and costs?as a potential explanation for these patterns. In a nationally representative survey of U.S. household heads, we show that perceptions of college costs and benefits are severely and systematically biased: 74 percent of our respondents underestimate the true benefits of college (average earnings of a college graduate relative to a non-college worker in the population), while 77 percent report public college costs that exceed actual sticker costs. There is substantial heterogeneity in beliefs, with larger biases for the more disadvantaged groups, lower-income and non-college households. We show that these biases are problematic since they (indirectly) impact the respondents? reported intended likelihood of their (pre-college-age) child attending college. We simulate an ?information intervention,? and find that were individuals to be provided with the correct population distribution of college costs and returns, the intended child?s college attendance would increase significantly, by about 0.2 of the standard deviation in the baseline intended likelihood. Importantly, as a result of the simulated intervention, gaps in college attendance by household income or parents? education persist but decline by 30 to 50 percent.

Suggested Citation

  • Zachary Bleemer & Basit Zafar, 2014. "Information heterogeneity and intended college enrollment," Staff Reports 685, Federal Reserve Bank of New York.
  • Handle: RePEc:fip:fednsr:685
    as

    Download full text from publisher

    File URL: https://www.newyorkfed.org/medialibrary/media/research/staff_reports/sr685.pdf
    File Function: Full text
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Joseph G. Altonji & Lisa B. Kahn & Jamin D. Speer, 2014. "Trends in Earnings Differentials across College Majors and the Changing Task Composition of Jobs," American Economic Review, American Economic Association, vol. 104(5), pages 387-393, May.
    2. Jeff Dominitz, 1998. "Earnings Expectations, Revisions, And Realizations," The Review of Economics and Statistics, MIT Press, vol. 80(3), pages 374-388, August.
    3. Richard J. Murnane, 2013. "U.S. High School Graduation Rates: Patterns and Explanations," Journal of Economic Literature, American Economic Association, vol. 51(2), pages 370-422, June.
    4. Kremer, Michael R. & Karlan, D. S. & Hornbeck, Richard A. & Gine, X. & Duflo, E. & Pariente, W. & Null, C. & Miguel, E. & Devoto, F. & Crepon, B. & Banerjee, A. & Zwane, A. P. & Zinman, J. & Van Dusen, 2011. "Being Surveyed Can Change Later Behavior and Related Parameter Estimates," Scholarly Articles 11339433, Harvard University Department of Economics.
    5. Lance Lochner & Alexander Monge-Naranjo, 2012. "Credit Constraints in Education," Annual Review of Economics, Annual Reviews, vol. 4(1), pages 225-256, July.
    6. Philip Oreopoulos & Ryan Dunn, 2013. "Information and College Access: Evidence from a Randomized Field Experiment," Scandinavian Journal of Economics, Wiley Blackwell, vol. 115(1), pages 3-26, January.
    7. Taryn Dinkelman & Claudia Martínez A., 2014. "Investing in Schooling In Chile: The Role of Information about Financial Aid for Higher Education," The Review of Economics and Statistics, MIT Press, vol. 96(2), pages 244-257, May.
    8. 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.
    9. Joseph G. Altonji & Erica Blom & Costas Meghir, 2012. "Heterogeneity in Human Capital Investments: High School Curriculum, College Major, and Careers," Annual Review of Economics, Annual Reviews, vol. 4(1), pages 185-223, July.
    10. Castleman, Benjamin L. & Page, Lindsay C., 2015. "Summer nudging: Can personalized text messages and peer mentor outreach increase college going among low-income high school graduates?," Journal of Economic Behavior & Organization, Elsevier, vol. 115(C), pages 144-160.
    11. Martin McGuigan & Sandra McNally & Gill Wyness, 2016. "Student Awareness of Costs and Benefits of Educational Decisions: Effects of an Information Campaign," Journal of Human Capital, University of Chicago Press, vol. 10(4), pages 482-519.
    12. Stefano DellaVigna, 2009. "Psychology and Economics: Evidence from the Field," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 315-372, June.
    13. 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.
    14. Heckman, James J. & Lochner, Lance J. & Todd, Petra E., 2006. "Earnings Functions, Rates of Return and Treatment Effects: The Mincer Equation and Beyond," Handbook of the Economics of Education, in: Erik Hanushek & F. Welch (ed.), Handbook of the Economics of Education, edition 1, volume 1, chapter 7, pages 307-458, Elsevier.
    15. Mohammed Abdellaoui & ArthurE. Attema & Han Bleichrodt, 2010. "Intertemporal Tradeoffs for Gains and Losses: An Experimental Measurement of Discounted Utility," Economic Journal, Royal Economic Society, vol. 120(545), pages 845-866, June.
    16. Matthew Wiswall & Basit Zafar, 2015. "Determinants of College Major Choice: Identification using an Information Experiment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(2), pages 791-824.
    17. 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.
    18. Ulrike Malmendier & Stefan Nagel, 2011. "Depression Babies: Do Macroeconomic Experiences Affect Risk Taking?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 126(1), pages 373-416.
    19. Isaac M. Lipkus & Greg Samsa & Barbara K. Rimer, 2001. "General Performance on a Numeracy Scale among Highly Educated Samples," Medical Decision Making, , vol. 21(1), pages 37-44, February.
    20. Caroline M. Hoxby, 2004. "College Choices: The Economics of Where to Go, When to Go, and How to Pay For It," NBER Books, National Bureau of Economic Research, Inc, number hoxb04-1, July.
    21. Jeff Dominitz & Charles F. Manski, 1996. "Eliciting Student Expectations of the Returns to Schooling," Journal of Human Resources, University of Wisconsin Press, vol. 31(1), pages 1-26.
    22. Cunha, Flavio & Heckman, James J. & Lochner, Lance, 2006. "Interpreting the Evidence on Life Cycle Skill Formation," Handbook of the Economics of Education, in: Erik Hanushek & F. Welch (ed.), Handbook of the Economics of Education, edition 1, volume 1, chapter 12, pages 697-812, Elsevier.
    23. David H. Autor & Lawrence F. Katz & Melissa S. Kearney, 2008. "Trends in U.S. Wage Inequality: Revising the Revisionists," The Review of Economics and Statistics, MIT Press, vol. 90(2), pages 300-323, May.
    24. Ralph Stinebrickner & Todd R. Stinebrickner, 2014. "A Major in Science? Initial Beliefs and Final Outcomes for College Major and Dropout," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(1), pages 426-472.
    25. Judith Scott-Clayton, 2012. "Information Constraints and Financial Aid Policy," NBER Working Papers 17811, National Bureau of Economic Research, Inc.
    26. Matthew Wiswall & Basit Zafar, 2015. "How Do College Students Respond to Public Information about Earnings?," Journal of Human Capital, University of Chicago Press, vol. 9(2), pages 117-169.
    27. Shane Frederick & George Loewenstein & Ted O'Donoghue, 2002. "Time Discounting and Time Preference: A Critical Review," Journal of Economic Literature, American Economic Association, vol. 40(2), pages 351-401, June.
    28. George Loewenstein & Drazen Prelec, 1992. "Anomalies in Intertemporal Choice: Evidence and an Interpretation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 573-597.
    29. Adeline Delavande & Susann Rohwedder, 2011. "Differential Survival in Europe and the United States: Estimates Based on Subjective Probabilities of Survival," Demography, Springer;Population Association of America (PAA), vol. 48(4), pages 1377-1400, November.
    30. Susan Dynarski & Judith Scott-Clayton, 2013. "Financial Aid Policy: Lessons from Research," NBER Working Papers 18710, National Bureau of Economic Research, Inc.
    31. Christopher Avery & Thomas J. Kane, 2004. "Student Perceptions of College Opportunities. The Boston COACH Program," NBER Chapters, in: College Choices: The Economics of Where to Go, When to Go, and How to Pay For It, pages 355-394, National Bureau of Economic Research, Inc.
    32. Tara Watson, 2009. "Inequality And The Measurement Of Residential Segregation By Income In American Neighborhoods," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 55(3), pages 820-844, September.
    33. Julian R. Betts, 1996. "What Do Students Know about Wages? Evidence from a Survey of Undergraduates," Journal of Human Resources, University of Wisconsin Press, vol. 31(1), pages 27-56.
    34. Robert Jensen, 2010. "The (Perceived) Returns to Education and the Demand for Schooling," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(2), pages 515-548.
    35. 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.
    36. 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.
    Full references (including those not matched with items on IDEAS)

    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. Bleemer, Zachary & Zafar, Basit, 2018. "Intended college attendance: Evidence from an experiment on college returns and costs," Journal of Public Economics, Elsevier, vol. 157(C), pages 184-211.
    2. French, Robert & Oreopoulos, Philip, 2017. "Behavioral barriers transitioning to college," Labour Economics, Elsevier, vol. 47(C), pages 48-63.
    3. Damgaard, Mette Trier & Nielsen, Helena Skyt, 2018. "Nudging in education," Economics of Education Review, Elsevier, vol. 64(C), pages 313-342.
    4. Justine Hastings & Christopher A. Neilson & Seth D. Zimmerman, 2015. "The Effects of Earnings Disclosure on College Enrollment Decisions," Working Papers 2015-1, Princeton University. Economics Department..
    5. Hastings, Justine S. & Neilson, Christopher A. & Ramirez, Anely & Zimmerman, Seth D., 2016. "(Un)informed college and major choice: Evidence from linked survey and administrative data," Economics of Education Review, Elsevier, vol. 51(C), pages 136-151.
    6. Adam M. Lavecchia & Heidi Liu & Philip Oreopoulos, 2014. "Behavioral Economics of Education: Progress and Possibilities," NBER Working Papers 20609, National Bureau of Economic Research, Inc.
    7. Erica Blom & Brian C. Cadena & Benjamin J. Keys, 2021. "Investment over the Business Cycle: Insights from College Major Choice," Journal of Labor Economics, University of Chicago Press, vol. 39(4), pages 1043-1082.
    8. Bird, Kelli A. & Castleman, Benjamin L. & Denning, Jeffrey T. & Goodman, Joshua & Lamberton, Cait & Rosinger, Kelly Ochs, 2021. "Nudging at scale: Experimental evidence from FAFSA completion campaigns," Journal of Economic Behavior & Organization, Elsevier, vol. 183(C), pages 105-128.
    9. 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.
    10. Kerr, Sari Pekkala & Pekkarinen, Tuomas & Sarvimäki, Matti & Uusitalo, Roope, 2020. "Post-secondary education and information on labor market prospects: A randomized field experiment," Labour Economics, Elsevier, vol. 66(C).
    11. 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.
    12. Philipp Lergetporer & Katharina Werner & Ludger Woessmann, 2021. "Does Ignorance of Economic Returns and Costs Explain the Educational Aspiration Gap? Representative Evidence from Adults and Adolescents," Economica, London School of Economics and Political Science, vol. 88(351), pages 624-670, July.
    13. Philip Oreopoulos & Ryan Dunn, 2013. "Information and College Access: Evidence from a Randomized Field Experiment," Scandinavian Journal of Economics, Wiley Blackwell, vol. 115(1), pages 3-26, January.
    14. Giovanni Abbiati & Carlo Barone, 2017. "Is university education worth the investment? The expectations of upper secondary school seniors and the role of family background," Rationality and Society, , vol. 29(2), pages 113-159, May.
    15. Peter, Frauke & Spiess, C. Katharina & Zambre, Vaishali, 2021. "Informing students about college: Increasing enrollment using a behavioral intervention?," Journal of Economic Behavior & Organization, Elsevier, vol. 190(C), pages 524-549.
    16. Katharina Werner, 2019. "The Role of Information for Public Preferences on Education – Evidence from Representative Survey Experiments," ifo Beiträge zur Wirtschaftsforschung, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, number 82.
    17. Maria Eliophotou Menon & Sofia N. Andreou & Elias Markadjis, 2020. "The expectations of prospective students regarding the economic returns to higher education: Evidence from Cyprus," Cyprus Economic Policy Review, University of Cyprus, Economics Research Centre, vol. 14(1), pages 41-56, June.
    18. Judith Scott-Clayton, 2012. "Information Constraints and Financial Aid Policy," NBER Working Papers 17811, National Bureau of Economic Research, Inc.
    19. Huntington-Klein, Nick, 2015. "Subjective and projected returns to education," Journal of Economic Behavior & Organization, Elsevier, vol. 117(C), pages 10-25.
    20. 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).

    More about this item

    Keywords

    college enrollment; college returns and costs; information; subjective expectations;
    All these keywords.

    JEL classification:

    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty
    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness
    • D84 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Expectations; Speculations
    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality
    • I28 - Health, Education, and Welfare - - Education - - - Government Policy

    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:fip:fednsr:685. 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: Gabriella Bucciarelli (email available below). General contact details of provider: https://edirc.repec.org/data/frbnyus.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.