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Assessment of the European Union’s Educational Efficiency

Author

Listed:
  • Marius Sorin Dincă

    (Department of Finance and Accounting, Transilvania University of Braşov, 500036 Braşov, Romania)

  • Gheorghiţa Dincă

    (Department of Finance and Accounting, Transilvania University of Braşov, 500036 Braşov, Romania)

  • Maria Letiţia Andronic

    (Department of Finance and Accounting, Transilvania University of Braşov, 500036 Braşov, Romania)

  • Anna Maria Pasztori

    (Department of Finance and Accounting, Transilvania University of Braşov, 500036 Braşov, Romania)

Abstract

This paper assesses education sector’s efficiency by comparing 28 European Union states at different levels of education using the mathematic approach of data envelopment analysis. We conducted the study from both the allocative and technical perspectives by considering all education levels separately and then as a whole, every three years, starting with 2006. The input and output variables were adapted to each particular level of education. In this way, we offered a complete image of the education system, creating a ranking for the countries, based on efficiency scores. Efficiency appears to be achieved when education results, such as the Programme for International Student Assessment scores, attainment level or other value-added outcomes, are reached with rather low levels of financial resources. The performance in education lacks sustainability in many countries, mostly belonging to Mediterranean and south-eastern European groups, with old member states recording efficiency scores closer to 1 compared to the new ones. Inefficiency derived from different causes and interactions between these causes (the mixture between public and private resources, the different population composition, gross domestic product per capita or levels of education attainment) and most often imply particular solutions from country to country.

Suggested Citation

  • Marius Sorin Dincă & Gheorghiţa Dincă & Maria Letiţia Andronic & Anna Maria Pasztori, 2021. "Assessment of the European Union’s Educational Efficiency," Sustainability, MDPI, vol. 13(6), pages 1-29, March.
    • Handle: RePEc:gam:jsusta:v:13:y:2021:i:6:p:3116-:d:515600
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    References listed on IDEAS

    as
    1. João Medeiros & Christoph Schwierz, 2015. "Efficiency estimates of health care systems," European Economy - Economic Papers 2008 - 2015 549, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    2. Ms. Keiko Honjo & Marijn Verhoeven & Mr. Sanjeev Gupta, 1997. "The Efficiency of Government Expenditure: Experiences From Africa," IMF Working Papers 1997/153, International Monetary Fund.
    3. Afonso, Antonio & St. Aubyn, Miguel, 2005. "Non-Parametric Approaches to Education and Health Efficiency in OECD Countries," Journal of Applied Economics, Universidad del CEMA, vol. 8(2), pages 1-20, November.
    4. Antreas Athanassopoulos & Estelle Shale, 1997. "Assessing the Comparative Efficiency of Higher Education Institutions in the UK by the Means of Data Envelopment Analysis," Education Economics, Taylor & Francis Journals, vol. 5(2), pages 117-134.
    5. Kristof De Witte & Laura López-Torres, 2017. "Efficiency in education: a review of literature and a way forward," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 68(4), pages 339-363, April.
    6. Martina Halaskova & Renata Halaskova & Viktor Prokop, 2018. "Evaluation of Efficiency in Selected Areas of Public Services in European Union Countries," Sustainability, MDPI, vol. 10(12), pages 1-17, December.
    7. Johnes, Jill & Yu, Li, 2008. "Measuring the research performance of Chinese higher education institutions using data envelopment analysis," China Economic Review, Elsevier, vol. 19(4), pages 679-696, December.
    8. Herrera, Santiago & Pang, Gaobo, 2005. "Efficiency of public spending in developing countries : an efficiency frontier approach," Policy Research Working Paper Series 3645, The World Bank.
    9. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    10. Tommaso Agasisti & Giuseppe Munda & Ralph Hippe, 2019. "Measuring the efficiency of European education systems by combining Data Envelopment Analysis and Multiple-Criteria Evaluation," Journal of Productivity Analysis, Springer, vol. 51(2), pages 105-124, June.
    11. Asandului, Laura & Roman, Monica & Fatulescu, Puiu, 2013. "The Efficiency of Healthcare Systems in Europe: a Data Envelopment Analysis Approach," MPRA Paper 58954, University Library of Munich, Germany, revised Apr 2014.
    12. António Afonso & Mina Kazemi, 2017. "Assessing Public Spending Efficiency in 20 OECD Countries," Dynamic Modeling and Econometrics in Economics and Finance, in: Bettina Bökemeier & Alfred Greiner (ed.), Inequality and Finance in Macrodynamics, pages 7-42, Springer.
    13. Gralka, Sabine, 2018. "Stochastic frontier analysis in higher education: A systematic review," CEPIE Working Papers 05/18, Technische Universität Dresden, Center of Public and International Economics (CEPIE).
    14. Chien Wang & Ram Gopal & Stanley Zionts, 1997. "Use of Data Envelopment Analysis in assessing Information Technology impact on firm performance," Annals of Operations Research, Springer, vol. 73(0), pages 191-213, October.
    15. Sherman, H. David & Gold, Franklin, 1985. "Bank branch operating efficiency : Evaluation with Data Envelopment Analysis," Journal of Banking & Finance, Elsevier, vol. 9(2), pages 297-315, June.
    16. Gheorghiţa Dincă & Marius Sorin Dincă & Maria Letiţia Andronic, 2020. "The efficiency of the healthcare systems in EU countries – A DEA analysis," Acta Oeconomica, Akadémiai Kiadó, Hungary, vol. 70(1), pages 19-36, March.
    17. António Afonso & Alma Romero & Emma Monsalve, 2013. "Public sector efficiency: evidence for Latin America," Working Papers Department of Economics 2013/20, ISEG - Lisbon School of Economics and Management, Department of Economics, Universidade de Lisboa.
    18. David A Grigorian & Vlad Manole, 2006. "Determinants of Commercial Bank Performance in Transition: An Application of Data Envelopment Analysis," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 48(3), pages 497-522, September.
    19. McMahon, Walter W., 1998. "Education and Growth in East Asia," Economics of Education Review, Elsevier, vol. 17(2), pages 159-172, April.
    20. Mohamed Nejib Ouertani & Nader Naifar & Hedi Ben Haddad, 2018. "Assessing government spending efficiency and explaining inefficiency scores: DEA-bootstrap analysis in the case of Saudi Arabia," Cogent Economics & Finance, Taylor & Francis Journals, vol. 6(1), pages 1493666-149, January.
    21. Emmanuel Thanassoulis & Kristof Witte & Jill Johnes & Geraint Johnes & Giannis Karagiannis & Conceição S. Portela, 2016. "Applications of Data Envelopment Analysis in Education," International Series in Operations Research & Management Science, in: Joe Zhu (ed.), Data Envelopment Analysis, chapter 0, pages 367-438, Springer.
    22. Ozana Nadoveza Jelic & Margareta Gardijan Kedzo, 2018. "Efficiency vs effectiveness: an analysis of tertiary education across Europe," Public Sector Economics, Institute of Public Finance, vol. 42(4), pages 381-414.
    23. Abbott, M. & Doucouliagos, C., 2003. "The efficiency of Australian universities: a data envelopment analysis," Economics of Education Review, Elsevier, vol. 22(1), pages 89-97, February.
    24. repec:idb:brikps:80478 is not listed on IDEAS
    25. Volkan Recai Cetin & Serdal Bahce, 2016. "Measuring the efficiency of health systems of OECD countries by data envelopment analysis," Applied Economics, Taylor & Francis Journals, vol. 48(37), pages 3497-3507, August.
    26. Camelia Mirela Baba, 2012. "Managers’ Perspectives Regarding the Fiscal and Accounting Education in Romania," BRAND. Broad Research in Accounting, Negotiation, and Distribution, EduSoft Publishing, vol. 3(3), pages 74-79, December.
    27. Julio Cáceres-Delpiano & Eugenio P. Giolito, 2014. "The Impact Of Age Of Entry On Academic Progression," ILADES-UAH Working Papers inv304, Universidad Alberto Hurtado/School of Economics and Business.
    28. Jill Johnes & Maria Portela & Emmanuel Thanassoulis, 2017. "Efficiency in education," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 68(4), pages 331-338, April.
    29. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
    30. Szilvia Hamori, 2007. "The effect of school starting age on academic performance in Hungary," Budapest Working Papers on the Labour Market 0702, Institute of Economics, Centre for Economic and Regional Studies.
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