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University Selectivity and the Relative Returns to Higher Education: Evidence from the UK

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  • Walker, Ian
  • Zhu, Yu

Abstract

We study the labour market wage outcomes of university graduates by course (i.e. by subject and institution) in the UK using the Labour Force Survey (LFS). We match this data to a measure of course “selectivity” (the mean standardised admission scores at the course level) using data on high school achievement scores of students admitted to these courses. Unlike earlier UK studies, we are able to consider the effect of differences across undergraduate degree subjects, and in particular the selectivity of both the subject studied and of the Higher Education Institution (HEI) attended. Our results show that selectivity of undergraduate degree programmes plays an important role in explaining the variation in the relative graduate wages across HEIs and subjects. In fact, much of the observed differential in relative wage outcomes across courses is due to the quality of students that HEIs select. That is not to say that the effect of course selectivity on wages implies that degrees are just signals of existing ability differences.

Suggested Citation

  • Walker, Ian & Zhu, Yu, 2017. "University Selectivity and the Relative Returns to Higher Education: Evidence from the UK," GLO Discussion Paper Series 133, Global Labor Organization (GLO).
  • Handle: RePEc:zbw:glodps:133
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    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.
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    2. 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.
    3. Zhu,Yu & Xu, Lei, 2022. "Returns to Higher Education - Graduate and Discipline Premiums," GLO Discussion Paper Series 1091, Global Labor Organization (GLO).
    4. 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).
    5. 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).
    6. 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).
    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. Anna Adamecz & Morag Henderson & Nikki Shure, 2024. "Intergenerational educational mobility – The role of non-cognitive skills," Education Economics, Taylor & Francis Journals, vol. 32(1), pages 59-78, January.
    9. Shure, Nikki & Zierow, Larissa, 2023. "High Achieving First-Generation University Students," IZA Discussion Papers 16654, Institute of Labor Economics (IZA).
    10. 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.
    11. 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).
    12. Adamecz-Völgyi, Anna & Shure, Nikki, 2022. "The gender gap in top jobs – The role of overconfidence," Labour Economics, Elsevier, vol. 79(C).
    13. 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).
    14. 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).
    15. 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).
    16. 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).
    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. Nikki Shure & Larissa Zierow, 2023. "High Achieving First-Generation University Students," CESifo Working Paper Series 10832, CESifo.
    21. 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.

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    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

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