IDEAS home Printed from https://ideas.repec.org/a/eee/labeco/v53y2018icp230-249.html
   My bibliography  Save this article

University selectivity and the relative returns to higher education: Evidence from the UK

Author

Listed:
  • Walker, Ian
  • Zhu, Yu

Abstract

We study the wage outcomes of university graduates by course (i.e. by subject and institution) using the UK Labour Force Surveys (LFS). We show that the selectivity of undergraduate degree programmes plays an important role in explaining the variation in the relative graduate wages. In fact, we find that much of the variation in relative wages across courses is due to the quality of students selected. Once we allow for course selectivity in our analysis we find that our estimates of the effects of attending the most prestigious HEIs is around 10 percentage points lower than otherwise; the effects of attending the middle ranking HEIs is around 5 percentage points lower; and that of attending these lowest ranking HEIs is unaffected. We go on to consider selection (on observables) into subjects and institutions using the Inverse Probability Weighted Regression Adjusted (IPWRA) method to estimate multiple treatment effects.

Suggested Citation

  • 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.
    • Handle: RePEc:eee:labeco:v:53:y:2018:i:c:p:230-249
    DOI: 10.1016/j.labeco.2018.05.005
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0927537118300526
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.labeco.2018.05.005?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 look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. 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.
    2. Lars J. Kirkeboen & Edwin Leuven & Magne Mogstad, 2016. "Editor's Choice Field of Study, Earnings, and Self-Selection," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(3), pages 1057-1111.
    3. Raj Chetty & John N. Friedman & Emmanuel Saez & Nicholas Turner & Danny Yagan, 2017. "Mobility Report Cards: The Role of Colleges in Intergenerational Mobility," Working Papers 2017-059, Human Capital and Economic Opportunity Working Group.
    4. 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.
    5. Wise, David A, 1975. "Academic Achievement and Job Performance," American Economic Review, American Economic Association, vol. 65(3), pages 350-366, June.
    6. Chen, Weiwei & Grove, Wayne A. & Hussey, Andrew, 2012. "The payoff to school selectivity: An application of Dale and Krueger’s method to MBA programs," Economics Letters, Elsevier, vol. 116(2), pages 247-249.
    7. 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.
    8. 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.
    9. Iftikhar Hussain & Sandra McNally & Shqiponja Telhaj, 2009. "University Quality and Graduate Wages in the UK," CEE Discussion Papers 0099, Centre for the Economics of Education, LSE.
    10. Caroline M. Hoxby, 2009. "The Changing Selectivity of American Colleges," Journal of Economic Perspectives, American Economic Association, vol. 23(4), pages 95-118, Fall.
    11. Wooldridge, Jeffrey M., 2007. "Inverse probability weighted estimation for general missing data problems," Journal of Econometrics, Elsevier, vol. 141(2), pages 1281-1301, December.
    12. Joanne Lindley & Stephen Machin, 2016. "The Rising Postgraduate Wage Premium," Economica, London School of Economics and Political Science, vol. 83(330), pages 281-306, April.
    13. 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.
    14. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    15. 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.
    16. Arnaud Chevalier & Gavan Conlon, 2003. "Does it pay to attend a prestigious university?," CEE Discussion Papers 0033, Centre for the Economics of Education, LSE.
    17. 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.
    18. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    19. Jack Britton & Lorraine Dearden & Neil Shephard & Anna Vignoles, 2016. "How English domiciled graduate earnings vary with gender, institution attended, subject and socio-economic background," IFS Working Papers W16/06, Institute for Fiscal Studies.
    20. Lewis C. Solomon, 1975. "The Definition of College Quality and Its Impact on Earnings," NBER Chapters, in: Explorations in Economic Research, Volume 2, number 4, pages 537-587, National Bureau of Economic Research, Inc.
    21. 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.
    22. 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.
    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. Leah Achdut & Elad Gutman & Idan Lipiner & Inbal Maayan & Noam Zussman, 2018. "The Wage Premium on Higher Education: Universities and Colleges," Bank of Israel Working Papers 2018.13, Bank of Israel.
    2. Zhu,Yu & Xu, Lei, 2022. "Returns to Higher Education - Graduate and Discipline Premiums," GLO Discussion Paper Series 1091, Global Labor Organization (GLO).
    3. Adamecz-Völgyi, Anna & Henderson, Morag & Shure, Nikki, 2021. "Intergenerational Educational Mobility – The Role of Non-cognitive Skills," IZA Discussion Papers 14580, Institute of Labor Economics (IZA).
    4. Patrick Lehnert & Madison Dell & Uschi Backes-Gellner & Eric Bettinger, 2024. "The Effect of Postsecondary Educational Institutions on Local Economies: A Bird's-Eye View," Economics of Education Working Paper Series 0210, University of Zurich, Department of Business Administration (IBW).
    5. 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.
    6. Guilherme Strifezzi Leal & Ã lvaro Choi, 2021. "Racial quotas in higher education and pre-college academic performance: Evidence from Brazil," UB School of Economics Working Papers 2021/411, University of Barcelona School of Economics.
    7. Adamecz-Völgyi, Anna & Shure, Nikki, 2022. "The gender gap in top jobs – The role of overconfidence," Labour Economics, Elsevier, vol. 79(C).
    8. Kang, Lili & Peng, Fei & Zhu, Yu, 2018. "Returns to higher education subjects and tiers in China - Evidence from the China Family Panel Studies," GLO Discussion Paper Series 238, Global Labor Organization (GLO).
    9. Britton, Jack & van der Erve, Laura & Belfield, Chris & Vignoles, Anna & Dickson, Matt & Zhu, Yu & Walker, Ian & Dearden, Lorraine & Sibieta, Luke & Buscha, Franz, 2022. "How much does degree choice matter?," Labour Economics, Elsevier, vol. 79(C).
    10. Yee, Karol Mark Ramirez, 2023. "Raising the floor while lowering the ceiling: Reduced inequities in education returns in the Philippines," International Journal of Educational Development, Elsevier, vol. 101(C).
    11. Adamecz-Völgyi, Anna & Henderson, Morag & Shure, Nikki, 2020. "Is ‘first in family’ a good indicator for widening university participation?," Economics of Education Review, Elsevier, vol. 78(C).
    12. Nikki Shure & Larissa Zierow, 2023. "High Achieving First-Generation University Students," CESifo Working Paper Series 10832, CESifo.
    13. Wang, Haining & Cheng, Zhiming & Smyth, Russell & Sun, Gong & Li, Jie & Wang, Wangshuai, 2022. "University education, homeownership and housing wealth," China Economic Review, Elsevier, vol. 71(C).
    14. Silva, Pedro Luís & Sá, Carla & Biscaia, Ricardo & Teixeira, Pedro N., 2022. "High School and Exam Scores: Does Their Predictive Validity for Academic Performance Vary with Programme Selectivity?," IZA Discussion Papers 15350, Institute of Labor Economics (IZA).
    15. Shure, Nikki & Zierow, Larissa, 2023. "High Achieving First-Generation University Students," IZA Discussion Papers 16654, Institute of Labor Economics (IZA).
    16. Zheng, Yanqiao & Zhang, Xiaoqi & Zhu, Yu, 2021. "Overeducation, major mismatch, and return to higher education tiers: Evidence from novel data source of a major online recruitment platform in China," China Economic Review, Elsevier, vol. 66(C).
    17. Hongyun Zheng & Wanglin Ma, 2023. "Smartphone-based information acquisition and wheat farm performance: insights from a doubly robust IPWRA estimator," Electronic Commerce Research, Springer, vol. 23(2), pages 633-658, June.
    18. Del Bono, Emilia & Fumagalli, Laura & Holford, Angus & Rabe, Birgitta, 2022. "University access: the role of background and COVID-19 throughout the application process," ISER Working Paper Series 2022-07, Institute for Social and Economic Research.
    19. Huang, Bin & Xu, Lei & Zhu, Yu, 2019. "Does the higher education expansion in the UK reduce the returns to education? A comparison of returning-from-work versus fresh out-of-school graduates," Economic Modelling, Elsevier, vol. 79(C), pages 276-285.
    20. Ghulam Mustafa, 2023. "Is the Decision to Obtain Higher Education in Pakistan Worth Repaying? New Evidence from Returns on Education for Paid-Employees," PIDE-Working Papers 2023:6, Pakistan Institute of Development Economics.

    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. 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).
    2. Kang, Lili & Peng, Fei & Zhu, Yu, 2018. "Returns to higher education subjects and tiers in China - Evidence from the China Family Panel Studies," GLO Discussion Paper Series 238, Global Labor Organization (GLO).
    3. Milla, Joniada, 2017. "The Context-Bound University Selectivity Premium," IZA Discussion Papers 11025, Institute of Labor Economics (IZA).
    4. Britton, Jack & van der Erve, Laura & Belfield, Chris & Vignoles, Anna & Dickson, Matt & Zhu, Yu & Walker, Ian & Dearden, Lorraine & Sibieta, Luke & Buscha, Franz, 2022. "How much does degree choice matter?," Labour Economics, Elsevier, vol. 79(C).
    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. 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.
    7. 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.
    8. Weinstein, Russell, 2018. "Employer screening costs, recruiting strategies, and labor market outcomes: An equilibrium analysis of on-campus recruiting," Labour Economics, Elsevier, vol. 55(C), pages 282-299.
    9. Leah Achdut & Elad Gutman & Idan Lipiner & Inbal Maayan & Noam Zussman, 2018. "The Wage Premium on Higher Education: Universities and Colleges," Bank of Israel Working Papers 2018.13, Bank of Israel.
    10. Drydakis, Nick, 2016. "The effect of university attended on graduates’ labour market prospects: A field study of Great Britain," Economics of Education Review, Elsevier, vol. 52(C), pages 192-208.
    11. 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.
    12. 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.
    13. Sarah R. Cohodes & Joshua S. Goodman, 2014. "Merit Aid, College Quality, and College Completion: Massachusetts' Adams Scholarship as an In-Kind Subsidy," American Economic Journal: Applied Economics, American Economic Association, vol. 6(4), pages 251-285, October.
    14. 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.
    15. 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.
    16. Anna Manzoni & Jessi Streib, 2019. "The Equalizing Power of a College Degree for First-Generation College Students: Disparities Across Institutions, Majors, and Achievement Levels," Research in Higher Education, Springer;Association for Institutional Research, vol. 60(5), pages 577-605, August.
    17. Gartell, Marie, 2009. "Stability of college rankings - A study of relative earnings estimates applying different methods and models on Swedish data," Working Paper Series 2009:19, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    18. 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.
    19. Adam Altmejd & Andrés Barrios-Fernández & Marin Drlje & Joshua Goodman & Michael Hurwitz & Dejan Kovac & Christine Mulhern & Christopher Neilson & Jonathan Smith, 2021. "O Brother, Where Start Thou? Sibling Spillovers on College and Major Choice in Four Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(3), pages 1831-1886.
    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 selectivity; Relative returns to higher education;

    JEL classification:

    • I23 - Health, Education, and Welfare - - Education - - - Higher Education; Research Institutions
    • I26 - Health, Education, and Welfare - - Education - - - Returns to Education

    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:labeco:v:53:y:2018:i:c:p:230-249. 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/labeco .

    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.