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Higher education outcomes, graduate employment and university performance indicators

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  • Massimiliano Bratti
  • Abigail McKnight
  • Robin Naylor
  • Jeremy Smith

Abstract

Summary. Official employment‐related performance indicators in UK higher education are based on the population of students responding to the ‘First destination supplement’ (FDS). This generates potentially biased performance indicators as this population of students is not necessarily representative of the full population of leavers from each institution. University leavers who do not obtain qualifications and those who do not respond to the FDS are not included within the official analysis. We compare an employment‐related performance indicator based on those students who responded to the FDS with alternative approaches which address the potential non‐random nature of this subgroup of university leavers.

Suggested Citation

  • Massimiliano Bratti & Abigail McKnight & Robin Naylor & Jeremy Smith, 2004. "Higher education outcomes, graduate employment and university performance indicators," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 167(3), pages 475-496, August.
    • Handle: RePEc:bla:jorssa:v:167:y:2004:i:3:p:475-496
    DOI: 10.1111/j.1467-985X.2004.0apm1.x
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    Cited by:

    1. Alessandro Cigno & Annalisa Luporini, 2019. "Student loans and the allocation of graduate jobs," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 52(1), pages 339-378, February.
    2. Dima Alina Mihaela & Argatu Ruxandra & Rădoi Mireille, 2024. "Performance Evaluation in Higher Education – A Comparative Approach," Proceedings of the International Conference on Business Excellence, Sciendo, vol. 18(1), pages 2453-2471.
    3. Koda, Yoshiko & Yuki, Takako, 2012. "The Labor Market Outcomes of Two Forms of Cross-Border Higher Education Degree Programs between Malaysia and Japan," Working Papers 41, JICA Research Institute.
    4. Bratti, Massimiliano & Checchi, Daniele, 2013. "Re-testing PISA Students One Year Later: On School Value Added Estimation Using OECD-PISA," IZA Discussion Papers 7722, Institute of Labor Economics (IZA).
    5. Sergey Roshchin & Victor Rudakov, 2015. "Do Starting Salaries for Graduates Measure the Quality of Education? A Review of Studies by Russian and Foreign Authors," Voprosy obrazovaniya / Educational Studies Moscow, National Research University Higher School of Economics, issue 1, pages 137-181.
    6. Andrea Cammelli, 2012. "Consolidamento ed eterogeneità nelle esperienze di studio dei laureati italiani," Working Papers 49, AlmaLaurea Inter-University Consortium.
    7. Massimiliano Bratti, 2005. "Social Class and Undergraduate Degree Subject in the UK," UNIMI - Research Papers in Economics, Business, and Statistics unimi-1015, Universitá degli Studi di Milano.
    8. Ciriaci, Daria & Muscio, Alessandro, 2010. "Does university choice drive graduates’ employability?," MPRA Paper 22846, University Library of Munich, Germany.
    9. Adejumo, Oluwabunmi O. & Asongu, Simplice A. & Adejumo, Akintoye V., 2021. "Education enrolment rate vs employment rate: Implications for sustainable human capital development in Nigeria," International Journal of Educational Development, Elsevier, vol. 83(C).
    10. Yu, Nannan & Dong, Yueyan & de Jong, Martin, 2022. "A helping hand from the government? How public research funding affects academic output in less-prestigious universities in China," Research Policy, Elsevier, vol. 51(10).
    11. F. Cugnata & G. Perucca & S. Salini, 2017. "Bayesian networks and the assessment of universities' value added," Journal of Applied Statistics, Taylor & Francis Journals, vol. 44(10), pages 1785-1806, July.
    12. Koda, Yoshiko & Yuki, Takako, 2013. "The labor market outcomes of two forms of cross-border higher education degree programs between Malaysia and Japan," International Journal of Educational Development, Elsevier, vol. 33(4), pages 367-379.
    13. Young-Hwan Lee & Hyung-Kee Kim, 2019. "Financial Support and University Performance in Korean Universities: A Panel Data Approach," Sustainability, MDPI, vol. 11(20), pages 1-18, October.
    14. Simone Celant, 2013. "The analysis of students’ academic achievement: the evaluation of peer effects through relational links," Quality & Quantity: International Journal of Methodology, Springer, vol. 47(2), pages 615-631, February.
    15. Suleman, Neha & Admani, Arisha & Rahima, Rahima & Ali, Syed Saif & Sami, Abdul, 2022. "How do skills influence the students’ employability in a developing economy?," MPRA Paper 112326, University Library of Munich, Germany.
    16. Juraj Cheben & Drahoslav Lancaric & Michal Munk & Peter Obdrzalek, 2020. "Determinants of Economic Sustainability in Higher Education Institutions," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 22(54), pages 462-462, April.
    17. Guerrero, Maribel & Heaton, Sohvi & Urbano, David, 2021. "Building universities’ intrapreneurial capabilities in the digital era: The role and impacts of Massive Open Online Courses (MOOCs)," Technovation, Elsevier, vol. 99(C).
    18. Gabriele BALLARINO & Massimiliano BRATTI, 2006. "Fields of study and graduates’ occupational outcomes in Italy during the 90s. Who won and who lost?," Departmental Working Papers 2006-17, Department of Economics, Management and Quantitative Methods at Università degli Studi di Milano.
    19. Jill Johnes, 2006. "Measuring Efficiency: A Comparison of Multilevel Modelling and Data Envelopment Analysis in the Context of Higher Education," Bulletin of Economic Research, Wiley Blackwell, vol. 58(2), pages 75-104, April.
    20. Maria Cristiana Martini & Luigi Fabbris, 2017. "Beyond Employment Rate: A Multidimensional Indicator of Higher Education Effectiveness," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 130(1), pages 351-370, January.
    21. Gabriele Ballarino & Massimiliano Bratti, 2009. "Field of Study and University Graduates' Early Employment Outcomes in Italy during 1995–2004," LABOUR, CEIS, vol. 23(3), pages 421-457, September.
    22. Wang, Derek D., 2019. "Performance-based resource allocation for higher education institutions in China," Socio-Economic Planning Sciences, Elsevier, vol. 65(C), pages 66-75.
    23. Johnes, Jill, 2006. "Measuring teaching efficiency in higher education: An application of data envelopment analysis to economics graduates from UK Universities 1993," European Journal of Operational Research, Elsevier, vol. 174(1), pages 443-456, October.
    24. Nicholas Longford & D. B. Rubin, 2006. "Performance assessment and league tables. Comparing like with like," Economics Working Papers 994, Department of Economics and Business, Universitat Pompeu Fabra.
    25. Deka, Devajyoti, 2013. "An explanation of the relationship between adults’ work trip mode and children’s school trip mode through the Heckman approach," Journal of Transport Geography, Elsevier, vol. 31(C), pages 54-63.

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    More about this item

    JEL classification:

    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • I2 - Health, Education, and Welfare - - Education

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