IDEAS home Printed from https://ideas.repec.org/a/eee/ecoedu/v36y2013icp166-180.html
   My bibliography  Save this article

Ova and out: Using twins to estimate the educational returns to attending a selective college

Author

Listed:
  • Smith, Jonathan

Abstract

Research has shown that attending a relatively selective four-year college over a less selective alternative is positively related to bachelor's degree completion. This paper revisits that question with a novel dataset of over 11,000 sets of twins in the United States and information on colleges to which they apply, enroll, and potentially graduate. I show that a student's probability of bachelor's degree completion within four years increases by 5 percentage points by choosing an institution with a median SAT score 100 points higher than the alternative. Moreover, the estimated magnitude of impact is insensitive to several methodologies, including OLS, twin fixed effects, and controlling for the application portfolio. This suggests that in certain contexts, sources of bias perceived as barriers to obtaining causal estimates of the returns to college selectivity, such as unobserved family characteristics and student aspiration, may be of little concern.

Suggested Citation

  • Smith, Jonathan, 2013. "Ova and out: Using twins to estimate the educational returns to attending a selective college," Economics of Education Review, Elsevier, vol. 36(C), pages 166-180.
  • Handle: RePEc:eee:ecoedu:v:36:y:2013:i:c:p:166-180
    DOI: 10.1016/j.econedurev.2013.06.008
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0272775713000897
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.econedurev.2013.06.008?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. David Card & Alan B. Krueger, 2005. "Would the Elimination of Affirmative Action Affect Highly Qualified Minority Applicants? Evidence from California and Texas," ILR Review, Cornell University, ILR School, vol. 58(3), pages 416-434, April.
    2. Neumark, David, 1999. "Biases in twin estimates of the return to schooling," Economics of Education Review, Elsevier, vol. 18(2), pages 143-148, April.
    3. Devin G. Pope & Jaren C. Pope, 2009. "The Impact of College Sports Success on the Quantity and Quality of Student Applications," Southern Economic Journal, John Wiley & Sons, vol. 75(3), pages 750-780, January.
    4. Black, Dan A. & Smith, J.A.Jeffrey A., 2004. "How robust is the evidence on the effects of college quality? Evidence from matching," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 99-124.
    5. Stacy Dale & Alan B. Krueger, "undated". "Estimating the Return to College Selectivity Over the Career Using Administrative Earning Data," Mathematica Policy Research Reports d76ec29a0bbb4b1bb9d285b5a, Mathematica Policy Research.
    6. Behrman, Jere R & Rosenzweig, Mark R & Taubman, Paul, 1996. "College Choice and Wages: Estimates Using Data on Female Twins," The Review of Economics and Statistics, MIT Press, vol. 78(4), pages 672-685, November.
    7. Monks, James, 2000. "The returns to individual and college characteristics: Evidence from the National Longitudinal Survey of Youth," Economics of Education Review, Elsevier, vol. 19(3), pages 279-289, June.
    8. repec:mpr:mprres:6922 is not listed on IDEAS
    9. Kamin,L.J. & Goldberger,A.S., 2001. "Twin studies in behavioral research : a skeptical view," Working papers 8, Wisconsin Madison - Social Systems.
    10. Long, Mark C., 2008. "College quality and early adult outcomes," Economics of Education Review, Elsevier, vol. 27(5), pages 588-602, October.
    11. Caroline Hoxby & Christopher Avery, 2013. "The Missing "One-Offs": The Hidden Supply of High-Achieving, Low-Income Students," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 44(1 (Spring), pages 1-65.
    12. Stacy Berg Dale & Alan B. Krueger, 2002. "Estimating the Payoff to Attending a More Selective College: An Application of Selection on Observables and Unobservables," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(4), pages 1491-1527.
    13. Bound, John & Solon, Gary, 1999. "Double trouble: on the value of twins-based estimation of the return to schooling," Economics of Education Review, Elsevier, vol. 18(2), pages 169-182, April.
    14. Rouse, Cecilia Elena, 1999. "Further estimates of the economic return to schooling from a new sample of twins," Economics of Education Review, Elsevier, vol. 18(2), pages 149-157, April.
    15. Loury, Linda Datcher & Garman, David, 1995. "College Selectivity and Earnings," Journal of Labor Economics, University of Chicago Press, vol. 13(2), pages 289-308, April.
    16. Eide, Eric & Brewer, Dominic J. & Ehrenberg, Ronald G., 1998. "Does it pay to attend an elite private college? Evidence on the effects of undergraduate college quality on graduate school attendance," Economics of Education Review, Elsevier, vol. 17(4), pages 371-376, October.
    17. James, Estelle, et al, 1989. "College Quality and Future Earnings: Where Should You Send Your Child to College?," American Economic Review, American Economic Association, vol. 79(2), pages 247-252, May.
    18. Smith, Jonathan & Pender, Matea & Howell, Jessica, 2013. "The full extent of student-college academic undermatch," Economics of Education Review, Elsevier, vol. 32(C), pages 247-261.
    19. Lena Lindahl & Håkan Regnér, 2005. "College Choice and Subsequent Earnings: Results Using Swedish Sibling Data," Scandinavian Journal of Economics, Wiley Blackwell, vol. 107(3), pages 437-457, September.
    20. Brian Jacob & Brian McCall & Kevin Stange, 2018. "College as Country Club: Do Colleges Cater to Students’ Preferences for Consumption?," Journal of Labor Economics, University of Chicago Press, vol. 36(2), pages 309-348.
    21. repec:pri:indrel:dsp01gf06g265z is not listed on IDEAS
    22. Cohodes, Sarah & Goodman, Joshua, 2012. "First Degree Earns: The Impact of College Quality on College Completion Rates," Working Paper Series rwp12-033, Harvard University, John F. Kennedy School of Government.
    23. Dominic J. Brewer & Eric R. Eide & Ronald G. Ehrenberg, 1999. "Does It Pay to Attend an Elite Private College? Cross-Cohort Evidence on the Effects of College Type on Earnings," Journal of Human Resources, University of Wisconsin Press, vol. 34(1), pages 104-123.
    24. Daniel, Kermit & Black, Dan & Smith, Jeffrey A., 1997. "College Quality and the Wages of Young Men," University of Western Ontario, Departmental Research Report Series 9707, University of Western Ontario, Department of Economics.
    25. Ashenfelter, Orley & Krueger, Alan B, 1994. "Estimates of the Economic Returns to Schooling from a New Sample of Twins," American Economic Review, American Economic Association, vol. 84(5), pages 1157-1173, December.
    26. Dan A. Black & Jeffrey A. Smith, 2006. "Estimating the Returns to College Quality with Multiple Proxies for Quality," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 701-728, July.
    27. Eleanor Wiske Dillon & Jeffrey Andrew Smith, 2013. "The Determinants of Mismatch Between Students and Colleges," NBER Working Papers 19286, National Bureau of Economic Research, Inc.
    28. Mark Hoekstra, 2009. "The Effect of Attending the Flagship State University on Earnings: A Discontinuity-Based Approach," The Review of Economics and Statistics, MIT Press, vol. 91(4), pages 717-724, November.
    29. Charles F. Manski, 2011. "Genes, Eyeglasses, and Social Policy," Journal of Economic Perspectives, American Economic Association, vol. 25(4), pages 83-94, Fall.
    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. Walker, Ian & Zhu, Yu, 2018. "University selectivity and the relative returns to higher education: Evidence from the UK," Labour Economics, Elsevier, vol. 53(C), pages 230-249.
    2. Hurwitz, Michael & Goodman, Joshua Samuel & Smith, Jonathan & Fox, Julia, 2015. "The relationship between siblings’ college choices: Evidence from one million SAT-taking families," Scholarly Articles 22805380, Harvard Kennedy School of Government.
    3. Goodman, Joshua & Hurwitz, Michael & Smith, Jonathan & Fox, Julia, 2015. "The relationship between siblings’ college choices: Evidence from one million SAT-taking families," Economics of Education Review, Elsevier, vol. 48(C), pages 75-85.
    4. Goodman, Joshua & Hurwitz, Michael & Smith, Jonathan, 2014. "Sibling (Non) Rivalry: The Relationship between Siblings' College Choices," Working Paper Series rwp14-028, Harvard University, John F. Kennedy School of Government.
    5. Goodman, Joshua & Hurwitz, Michael & Smith, Jonathan & Fox, Julia, 2016. "Reprint of “The relationship between siblings’ college choices: Evidence from one million SAT-taking families”," Economics of Education Review, Elsevier, vol. 51(C), pages 125-135.
    6. Tamara Linkow & Amanda Parsad & Alina Martinez & Hannah Miller, "undated". "Study of Enhanced College Advising in Upward Bound: Impacts on Where and How Long Students Attend College," Mathematica Policy Research Reports 3d7ea66734974a83b402c4cf5, Mathematica Policy Research.
    7. NAKAMURO Makiko & INUI Tomohiko, 2013. "The Returns to College Quality in Japan: Does Your College Choice Affect Your Earnings?," ESRI Discussion paper series 306, Economic and Social Research Institute (ESRI).
    8. Joshua Goodman & Michael Hurwitz & Jonathan Smith, "undated". "Access to Four-Year Public Colleges and Degree Completion," Working Paper 175226, Harvard University OpenScholar.
    9. Bell, D’Wayne & Holbein, John B. & Imlay, Samuel J. & Smith, Jonathan, 2024. "Which Colleges Increase Voting Rates?," IZA Discussion Papers 16813, Institute of Labor Economics (IZA).
    10. Arnaud Chevalier, 2014. "Does Higher Education Quality Matter in the UK?," Research in Labor Economics, in: Factors Affecting Worker Well-being: The Impact of Change in the Labor Market, volume 40, pages 257-292, Emerald Group Publishing Limited.
    11. Jonathan Smith & Kevin Stange, 2016. "A New Measure of College Quality to Study the Effects of College Sector and Peers on Degree Attainment," Education Finance and Policy, MIT Press, vol. 11(4), pages 369-403, Fall.
    12. Walker, Ian & Zhu, Yu, 2017. "University Selectivity and the Graduate Wage Premium: Evidence from the UK," IZA Discussion Papers 10536, Institute of Labor Economics (IZA).
    13. Joshua Goodman & Michael Hurwitz & Jonathan Smith, 2017. "Access to 4-Year Public Colleges and Degree Completion," Journal of Labor Economics, University of Chicago Press, vol. 35(3), pages 829-867.
    14. Bell, D’Wayne & Feng, Jing & Holbein, John B. & Smith, Jonathan, 2022. "Do STEM Students Vote?," IZA Discussion Papers 15483, Institute of Labor Economics (IZA).
    15. Goodman, Joshua & Hurwitz, Michael & Smith, Jonathan, 2015. "College Access, Initial College Choice and Degree Completion," Working Paper Series rwp14-030, Harvard University, John F. Kennedy School of Government.

    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. Shomon Shamsuddin, 2016. "Berkeley or Bust? Estimating the Causal Effect of College Selectivity on Bachelor’s Degree Completion," Research in Higher Education, Springer;Association for Institutional Research, vol. 57(7), pages 795-822, November.
    2. Hinrichs, Peter, 2014. "Affirmative action bans and college graduation rates," Economics of Education Review, Elsevier, vol. 42(C), pages 43-52.
    3. Long, Mark C., 2010. "Changes in the returns to education and college quality," Economics of Education Review, Elsevier, vol. 29(3), pages 338-347, June.
    4. Justine S. Hastings & Christopher A. Neilson & Seth D. Zimmerman, 2013. "Are Some Degrees Worth More than Others? Evidence from college admission cutoffs in Chile," NBER Working Papers 19241, National Bureau of Economic Research, Inc.
    5. Broecke, Stijn, 2012. "University selectivity and earnings: Evidence from UK data on applications and admissions to university," Economics of Education Review, Elsevier, vol. 31(3), pages 96-107.
    6. 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).
    7. Peter Arcidiacono & Michael Lovenheim, 2016. "Affirmative Action and the Quality-Fit Trade-Off," Journal of Economic Literature, American Economic Association, vol. 54(1), pages 3-51, March.
    8. Milla, Joniada, 2017. "The Context-Bound University Selectivity Premium," IZA Discussion Papers 11025, Institute of Labor Economics (IZA).
    9. Li, Hongbin & Meng, Lingsheng & Shi, Xinzheng & Wu, Binzhen, 2012. "Does attending elite colleges pay in China?," Journal of Comparative Economics, Elsevier, vol. 40(1), pages 78-88.
    10. Eliasson, Kent, 2006. "The Role of Ability in Estimating the Returns to College Choice: New Swedish Evidence," Umeå Economic Studies 691, Umeå University, Department of Economics.
    11. Suqin Ge & Elliott Isaac & Amalia Miller, 2022. "Elite Schools and Opting In: Effects of College Selectivity on Career and Family Outcomes," Journal of Labor Economics, University of Chicago Press, vol. 40(S1), pages 383-427.
    12. Eliasson, Kent, 2006. "How Robust is the Evidence on the Returns to College Choice? Results Using Swedish Administrative Data," Umeå Economic Studies 692, Umeå University, Department of Economics.
    13. Suhonen, Tuomo, 2013. "Are there returns from university location in a state-funded university system?," Regional Science and Urban Economics, Elsevier, vol. 43(3), pages 465-478.
    14. Philip R P Coelho & Tung Liu, 2017. "The Returns to College Education — An Analysis with College-Level Data," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 43(4), pages 604-620, September.
    15. Eleanor Wiske Dillon & Jeffrey Andrew Smith, 2020. "The Consequences of Academic Match between Students and Colleges," Journal of Human Resources, University of Wisconsin Press, vol. 55(3), pages 767-808.
    16. Eliasson, Kent, 2006. "College Choice And Earnings Among University Graduates In Sweden," Umeå Economic Studies 693, Umeå University, Department of Economics.
    17. Gaddis, S. Michael, 2015. "Discrimination in the Credential Society: An Audit Study of Race and College Selectivity in the Labor Market," SocArXiv 6qjue, Center for Open Science.
    18. Goodman, Joshua & Hurwitz, Michael & Smith, Jonathan & Fox, Julia, 2015. "The relationship between siblings’ college choices: Evidence from one million SAT-taking families," Economics of Education Review, Elsevier, vol. 48(C), pages 75-85.
    19. Stacy Dale & Alan B. Krueger, "undated". "Estimating the Return to College Selectivity Over the Career Using Administrative Earning Data," Mathematica Policy Research Reports d76ec29a0bbb4b1bb9d285b5a, Mathematica Policy Research.
    20. Zara Daghbashyan & Björn Hårsman, 2014. "University choice and entrepreneurship," Small Business Economics, Springer, vol. 42(4), pages 729-746, April.

    More about this item

    Keywords

    Higher education; Returns to selectivity; College completion;
    All these keywords.

    JEL classification:

    • I2 - Health, Education, and Welfare - - Education
    • I23 - Health, Education, and Welfare - - Education - - - Higher Education; Research Institutions

    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:eee:ecoedu:v:36:y:2013:i:c:p:166-180. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/econedurev .

    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.