IDEAS home Printed from https://ideas.repec.org/p/anc/wpaper/189.html
   My bibliography  Save this paper

Differences in Early Occupational Earnings of UK Male Graduates by Degree Subject: Evidence from the 1980-1993 USR

Author

Listed:
  • Massimiliano BRATTI

    (Universit… di Milano, DEAS)

  • Luca MANCINI

    ([n.a.])

Abstract

This paper investigates the differences in early occupational earnings of UK male graduates by degree subject during the period 1980-1993. We match administrative student-level data from the Universities' Statistical Record (USR) and occupational earnings information from the New Earnings Survey (NES). The paper estimates relative earnings premia by degree subject using three alternative modelling approaches to control for student self-selection into university courses: i) a proxying and matching method, ii) a propensity score matching method, and iii) a simultaneous equations model of subject choice and earnings determination. Our analysis shows that there is a substantial amount of sample selection originating from unobservable student characteristics. The ranking of university subjects based on relative earnings premia is sensitive not only to the modelling approach but also to time, showing that analyses focusing on single-year data may not generalise to other periods.

Suggested Citation

  • Massimiliano BRATTI & Luca MANCINI, 2003. "Differences in Early Occupational Earnings of UK Male Graduates by Degree Subject: Evidence from the 1980-1993 USR," Working Papers 189, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
  • Handle: RePEc:anc:wpaper:189
    as

    Download full text from publisher

    File URL: http://docs.dises.univpm.it/web/quaderni/pdf/189.pdf
    File Function: First version, 2003
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Richard Blundell & Monica Costa Dias, 2009. "Alternative Approaches to Evaluation in Empirical Microeconomics," Journal of Human Resources, University of Wisconsin Press, vol. 44(3).
    2. Harmon, Colm & Walker, Ian, 1999. "The marginal and average returns to schooling in the UK," European Economic Review, Elsevier, vol. 43(4-6), pages 879-887, April.
    3. Dolton, Peter J & Makepeace, G H, 1990. "The Earnings of Economics Graduates," Economic Journal, Royal Economic Society, vol. 100(399), pages 237-250, March.
    4. Harmon, Harmon & Ian Walker, 1996. "The marginal and average returns to schooling," IFS Working Papers W96/11, Institute for Fiscal Studies.
    5. Colm Harmon & Ian Walker, 2000. "The Returns to the Quantity and Quality of Education: Evidence for Men in England and Wales," Economica, London School of Economics and Political Science, vol. 67(265), pages 19-35, February.
    6. Barbara Sianesi, 2001. "Propensity score matching," United Kingdom Stata Users' Group Meetings 2001 12, Stata Users Group, revised 23 Aug 2001.
    7. D. H. Blackaby & P. D. Murphy & N. C. O'Leary, 1999. "Graduate earnings in Great Britain: a matter of degree?," Applied Economics Letters, Taylor & Francis Journals, vol. 6(5), pages 311-315.
    8. Lee, Lung-Fei, 1983. "Generalized Econometric Models with Selectivity," Econometrica, Econometric Society, vol. 51(2), pages 507-512, March.
    9. Rochat, Denis & Demeulemeester, Jean-Luc, 2001. "Rational choice under unequal constraints: the example of Belgian higher education," Economics of Education Review, Elsevier, vol. 20(1), pages 15-26, February.
    10. Arnaud Chevalier, 2000. "Graduate over-education in the UK," CEE Discussion Papers 0007, Centre for the Economics of Education, LSE.
    11. Blundell, Richard, et al, 2000. "The Returns to Higher Education in Britain: Evidence from a British Cohort," Economic Journal, Royal Economic Society, vol. 110(461), pages 82-99, February.
    12. Donna K. Ginther & Madeline Zavodny, 2001. "Is the male marriage premium due to selection? The effect of shotgun weddings on the return to marriage," Journal of Population Economics, Springer;European Society for Population Economics, vol. 14(2), pages 313-328.
    13. Harmon, Colm & Walker, Ian, 1995. "Estimates of the Economic Return to Schooling for the United Kingdom," American Economic Review, American Economic Association, vol. 85(5), pages 1278-1286, December.
    14. Thomas N. Daymonti & Paul J. Andrisani, 1984. "Job Preferences, College Major, and the Gender Gap in Earnings," Journal of Human Resources, University of Wisconsin Press, vol. 19(3), pages 408-428.
    15. Arcidiacono, Peter, 2004. "Ability sorting and the returns to college major," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 343-375.
    16. Sean Nicholson & Nicholas S. Souleles, 2001. "Physician Income Expectations and Specialty Choice," NBER Working Papers 8536, National Bureau of Economic Research, Inc.
    17. Altonji, Joseph G, 1993. "The Demand for and Return to Education When Education Outcomes Are Uncertain," Journal of Labor Economics, University of Chicago Press, vol. 11(1), pages 48-83, January.
    18. Naylor, Robin & Smith, Jeremy & McKnight, Abigail, 2002. "Why Is There a Graduate Earnings Premium for Students from Independent Schools?," Bulletin of Economic Research, Wiley Blackwell, vol. 54(4), pages 315-339, October.
    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. Renato BALDUCCI, 2005. "Public Expenditure and Economic Growth. A critical extension of Barro's (1990) model," Working Papers 240, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    2. Wales, Philip, 2010. "Geography or economics? A micro-level analysis of the determinants of degree choice in the context of regional economic disparities in the UK," LSE Research Online Documents on Economics 33550, London School of Economics and Political Science, LSE Library.
    3. Nicola MATTEUCCI & Alessandro STERLACCHINI, 2003. "ICT and Employment Growth in Italian Industries," Working Papers 193, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    4. Paolo Buonanno & Dario Pozzoli, 2009. "Early Labour Market Returns to College Subject," LABOUR, CEIS, vol. 23(4), pages 559-588, December.
    5. Barbara S. Grave & Katja Goerlitz, 2012. "Wage differentials by field of study -- the case of German university graduates," Education Economics, Taylor & Francis Journals, vol. 20(3), pages 284-302, March.
    6. Johan N. M. Lagerlöf & Andrew J. Seltzer, 2009. "The Effects of Remedial Mathematics on the Learning of Economics: Evidence from a Natural Experiment," The Journal of Economic Education, Taylor & Francis Journals, vol. 40(2), pages 115-137, April.
    7. Chevalier, Arnaud, 2011. "Subject choice and earnings of UK graduates," Economics of Education Review, Elsevier, vol. 30(6), pages 1187-1201.
    8. repec:zbw:rwirep:0316 is not listed on IDEAS
    9. Ham, Roger & Junankar, Pramod N. (Raja) & Wells, Robert, 2009. "Occupational Choice: Personality Matters," IZA Discussion Papers 4105, Institute of Labor Economics (IZA).
    10. Lindsey Macmillan & Claire Tyler & Anna Vignoles, 2013. "Who gets the Top Jobs? The role of family background and networks in recent graduates' access to high status professions," DoQSS Working Papers 13-15, Quantitative Social Science - UCL Social Research Institute, University College London.
    11. Tran, Tuyen Quang & Van Vu, Huong, 2020. "Wage earning differentials by field of study: Evidence from Vietnamese university graduates," International Journal of Educational Development, Elsevier, vol. 78(C).
    12. Claire Crawford & Anna Vignoles, 2014. "Heterogeneity in graduate earnings by socio-economic background," IFS Working Papers W14/30, Institute for Fiscal Studies.
    13. Katja Görlitz & Barbara S. Grave, 2012. "Wage Differentials by Field of Study – The Case of German University Graduates," Ruhr Economic Papers 0316, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.

    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. Paolo Buonanno & Dario Pozzoli, 2009. "Early Labour Market Returns to College Subject," LABOUR, CEIS, vol. 23(4), pages 559-588, December.
    2. Naylor, Robin & Smith, Jeremy & McKnight, Abigail, 2002. "Sheer class? The impact of degree performance on graduate labour market outcomes," Economic Research Papers 269472, University of Warwick - Department of Economics.
    3. Kelly, Elish & O'Connell, Philip J. & Smyth, Emer, 2010. "The economic returns to field of study and competencies among higher education graduates in Ireland," Economics of Education Review, Elsevier, vol. 29(4), pages 650-657, August.
    4. Concetta, MENDOLICCHIO, 2006. "A Disaggregate Analysis of Private Returns to Education in Italy," Discussion Papers (ECON - Département des Sciences Economiques) 2006054, Université catholique de Louvain, Département des Sciences Economiques.
    5. Aina, Carmen & Casalone, Giorgia, 2020. "Early labor market outcomes of university graduates: Does time to degree matter?," Socio-Economic Planning Sciences, Elsevier, vol. 71(C).
    6. Tjaša Bartolj & Aleš AhCan & Aljoša Feldin & Sašo Polanec, 2013. "Evolution of private returns to tertiary education during transition: evidence from Slovenia," Post-Communist Economies, Taylor & Francis Journals, vol. 25(3), pages 407-424, September.
    7. 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.
    8. Sonia Bhalotra & Claudia Sanhueza, 2004. "Parametric and Semi-parametric Estimations of the Return to Schooling in South Africa," Econometric Society 2004 Latin American Meetings 294, Econometric Society.
    9. Basit Zafar, 2011. "How Do College Students Form Expectations?," Journal of Labor Economics, University of Chicago Press, vol. 29(2), pages 301-348.
    10. repec:lan:wpaper:4408 is not listed on IDEAS
    11. repec:lan:wpaper:4535 is not listed on IDEAS
    12. Arcidiacono, Peter & Hotz, V. Joseph & Kang, Songman, 2012. "Modeling college major choices using elicited measures of expectations and counterfactuals," Journal of Econometrics, Elsevier, vol. 166(1), pages 3-16.
    13. Lehouelleur, Sophie & Beblav�, Miroslav & Maselli,Ilaria, 2015. "How returns from tertiary education differ by field of study: Implications for policy-makers and students," CEPS Papers 10835, Centre for European Policy Studies.
    14. Michael A. Shields & Stephen Wheatley Price, 2002. "The English language fluency and occupational success of ethnic minority immigrant men living in English metropolitan areas," Journal of Population Economics, Springer;European Society for Population Economics, vol. 15(1), pages 137-160.
    15. Ireland, Norman & Naylor, Robin A. & Smith, Jeremy & Telhaj, Shqiponja, 2009. "Educational returns, ability composition and cohort effects: theory and evidence for cohorts of early-career UK graduates," LSE Research Online Documents on Economics 28608, London School of Economics and Political Science, LSE Library.
    16. Basit Zafar, 2012. "Double Majors: One For Me, One For The Parents?," Economic Inquiry, Western Economic Association International, vol. 50(2), pages 287-308, April.
    17. Angel de la Fuente & Antonio Ciccone, 2003. "Human capital in a global and knowledge-based economy," UFAE and IAE Working Papers 562.03, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
    18. Lin, Eric S., 2010. "Gender wage gaps by college major in Taiwan: Empirical evidence from the 1997-2003 Manpower Utilization Survey," Economics of Education Review, Elsevier, vol. 29(1), pages 156-164, February.
    19. Ziggy Macdonald & Michael A. Shields, 2001. "The Impact of Alcohol Consumption on Occupational Attainment in England," Economica, London School of Economics and Political Science, vol. 68(271), pages 427-453, August.
    20. Park, Seonyoung, 2011. "Returning to school for higher returns," Economics of Education Review, Elsevier, vol. 30(6), pages 1215-1228.
    21. Foley, Kelly & Groes, Fane, 2016. "Field of study and the decision to delay university," CLEF Working Paper Series 4, Canadian Labour Economics Forum (CLEF), University of Waterloo.
    22. Basit Zafar, 2013. "College Major Choice and the Gender Gap," Journal of Human Resources, University of Wisconsin Press, vol. 48(3), pages 545-595.

    More about this item

    Keywords

    degree subject; earnings; graduates; self-selection; university;
    All these keywords.

    JEL classification:

    • C34 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Truncated and Censored Models; Switching Regression Models
    • C35 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions
    • J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials

    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:anc:wpaper:189. 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: Maurizio Mariotti (email available below). General contact details of provider: https://edirc.repec.org/data/deancit.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.