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Cronyism and education performance

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  • Coco, Giuseppe
  • Lagravinese, Raffaele

Abstract

Recent research suggests that some countries may be unable to use productively their schooling output because of the scope of cronyism or corruption. We investigate further and demonstrate that, in a stylised model, cronyism in the labour market, (e.g. the ability to exert influence to gain high wage positions without merit), may impact heavily on the relationship between schooling inputs and cognitive skills, due to incentive effects. We then use a two-stage DEA approach to identify factors affecting inefficiency in education performance of OECD countries, as measured by PISA scores. Along with other well known factors, a proxy measure for cronyism from the World Value Survey, explains a substantial fraction of the inefficiency. This result suggests that, as in our model, in the presence of cronyism, incentives to cognitive skills acquisition are dampened. The best way to improve education performance may be to increase transparency in labour access.

Suggested Citation

  • Coco, Giuseppe & Lagravinese, Raffaele, 2014. "Cronyism and education performance," Economic Modelling, Elsevier, vol. 38(C), pages 443-450.
  • Handle: RePEc:eee:ecmode:v:38:y:2014:i:c:p:443-450
    DOI: 10.1016/j.econmod.2014.01.027
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    References listed on IDEAS

    as
    1. Brunello, Giorgio & Checchi, Daniele, 2005. "School quality and family background in Italy," Economics of Education Review, Elsevier, vol. 24(5), pages 563-577, October.
    2. repec:bla:perwir:v:9:y:2008:i:3:p:5-27 is not listed on IDEAS
    3. Pritchett, Lant, 1996. "Population growth, factor accumulation, and productivity," Policy Research Working Paper Series 1567, The World Bank.
    4. Eric A. Hanushek & Ludger Woessmann, 2011. "How much do educational outcomes matter in OECD countries? [‘Accountability and flexibility in public schools: Evidence from Boston’s charters and pilots’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 26(67), pages 427-491.
    5. Bădin, Luiza & Daraio, Cinzia & Simar, Léopold, 2012. "How to measure the impact of environmental factors in a nonparametric production model," European Journal of Operational Research, Elsevier, vol. 223(3), pages 818-833.
    6. Hanushek, Eric A. & Woessmann, Ludger, 2011. "The Economics of International Differences in Educational Achievement," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 3, chapter 2, pages 89-200, Elsevier.
    7. Gerhard Kempkes & Carsten Pohl, 2010. "The efficiency of German universities-some evidence from nonparametric and parametric methods," Applied Economics, Taylor & Francis Journals, vol. 42(16), pages 2063-2079.
    8. repec:bla:econom:v:68:y:2001:i:272:p:465-88 is not listed on IDEAS
    9. Ponzo, Michela & Scoppa, Vincenzo, 2011. "A simple model of favouritism in recruitment," Research in Economics, Elsevier, vol. 65(2), pages 78-88, June.
    10. Afonso, Antonio & St. Aubyn, Miguel, 2006. "Cross-country efficiency of secondary education provision: A semi-parametric analysis with non-discretionary inputs," Economic Modelling, Elsevier, vol. 23(3), pages 476-491, May.
    11. Daniel Suryadarma, 2012. "How corruption diminishes the effectiveness of public spending on education in Indonesia," Bulletin of Indonesian Economic Studies, Taylor & Francis Journals, vol. 48(1), pages 85-100, April.
    12. W. Alexander & Alfred Haug & Mohammad Jaforullah, 2010. "A two-stage double-bootstrap data envelopment analysis of efficiency differences of New Zealand secondary schools," Journal of Productivity Analysis, Springer, vol. 34(2), pages 99-110, October.
    13. Yannis M. Ioannides & Linda Datcher Loury, 2004. "Job Information Networks, Neighborhood Effects, and Inequality," Journal of Economic Literature, American Economic Association, vol. 42(4), pages 1056-1093, December.
    14. Lange, Fabian & Topel, Robert, 2006. "The Social Value of Education and Human Capital," Handbook of the Economics of Education, in: Erik Hanushek & F. Welch (ed.), Handbook of the Economics of Education, edition 1, volume 1, chapter 8, pages 459-509, Elsevier.
    15. Benhabib, Jess & Spiegel, Mark M., 1994. "The role of human capital in economic development evidence from aggregate cross-country data," Journal of Monetary Economics, Elsevier, vol. 34(2), pages 143-173, October.
    16. Mr. Erwin H Tiongson & Mr. Hamid R Davoodi & Mr. Sanjeev Gupta, 2000. "Corruption and the Provision of Health Care and Education Services," IMF Working Papers 2000/116, International Monetary Fund.
    17. Acemoglu, Daron, 1995. "Reward structures and the allocation of talent," European Economic Review, Elsevier, vol. 39(1), pages 17-33, January.
    18. Simar, Leopold & Wilson, Paul W., 2007. "Estimation and inference in two-stage, semi-parametric models of production processes," Journal of Econometrics, Elsevier, vol. 136(1), pages 31-64, January.
    19. Jerik Hanushek & Dennis Kimko, 2006. "Schooling, Labor-force Quality, and the Growth of Nations," Voprosy obrazovaniya / Educational Studies Moscow, National Research University Higher School of Economics, issue 1, pages 154-193.
    20. Eric A. Hanushek, 2008. "Incentives for Efficiency and Equity in the School System," Perspektiven der Wirtschaftspolitik, Verein für Socialpolitik, vol. 9(s1), pages 5-27, May.
    21. Samuel Bowles & Herbert Gintis & Melissa Osborne Groves, 2008. "Introduction to Unequal Chances: Family Background and Economic Success," Introductory Chapters, in: Unequal Chances: Family Background and Economic Success, Princeton University Press.
    22. Eric A. Hanushek, 1996. "Measuring Investment in Education," Journal of Economic Perspectives, American Economic Association, vol. 10(4), pages 9-30, Fall.
    23. Gabriela Schütz & Heinrich W. Ursprung & Ludger Wößmann, 2008. "Education Policy and Equality of Opportunity," Kyklos, Wiley Blackwell, vol. 61(2), pages 279-308, May.
    24. Rogers, Mark Llewellyn, 2008. "Directly unproductive schooling: How country characteristics affect the impact of schooling on growth," European Economic Review, Elsevier, vol. 52(2), pages 356-385, February.
    25. Helena Holmlund & Mikael Lindahl & Erik Plug, 2011. "The Causal Effect of Parents' Schooling on Children's Schooling: A Comparison of Estimation Methods," Journal of Economic Literature, American Economic Association, vol. 49(3), pages 615-651, September.
    26. Calvo-Armengol, Antoni & Jackson, Matthew O., 2007. "Networks in labor markets: Wage and employment dynamics and inequality," Journal of Economic Theory, Elsevier, vol. 132(1), pages 27-46, January.
    27. Toke S. Aidt, 2003. "Economic analysis of corruption: a survey," Economic Journal, Royal Economic Society, vol. 113(491), pages 632-652, November.
    28. Checchi, Daniele & Fiorio, Carlo V. & Leonardi, Marco, 2013. "Intergenerational persistence of educational attainment in Italy," Economics Letters, Elsevier, vol. 118(1), pages 229-232.
    29. Joanna Wolszczak-Derlacz & Aleksandra Parteka, 2011. "Efficiency of European public higher education institutions: a two-stage multicountry approach," Scientometrics, Springer;Akadémiai Kiadó, vol. 89(3), pages 887-917, December.
    30. Johnes, Jill, 2006. "Data envelopment analysis and its application to the measurement of efficiency in higher education," Economics of Education Review, Elsevier, vol. 25(3), pages 273-288, June.
    31. Aidt, Toke S. & Hillman, Arye L., 2008. "Enduring rents," European Journal of Political Economy, Elsevier, vol. 24(3), pages 545-553, September.
    32. Samuel Bowles & Herbert Gintis, 2002. "The Inheritance of Inequality," Journal of Economic Perspectives, American Economic Association, vol. 16(3), pages 3-30, Summer.
    33. Gupta, Sanjeev & Verhoeven, Marijn & Tiongson, Erwin R., 2002. "The effectiveness of government spending on education and health care in developing and transition economies," European Journal of Political Economy, Elsevier, vol. 18(4), pages 717-737, November.
    34. Ritva Reinikka & Jakob Svensson, 2005. "Fighting Corruption to Improve Schooling: Evidence from a Newspaper Campaign in Uganda," Journal of the European Economic Association, MIT Press, vol. 3(2-3), pages 259-267, 04/05.
    35. Ms. Victoria Gunnarsson & Stéphane Carcillo & Marijn Verhoeven, 2007. "Education and Health in G7 Countries: Achieving Better Outcomes with Less Spending," IMF Working Papers 2007/263, International Monetary Fund.
    36. Michael Spence, 1973. "Job Market Signaling," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 87(3), pages 355-374.
    37. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
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    3. Bogetoft, Peter & Heinesen, Eskil & Tranæs, Torben, 2015. "The efficiency of educational production: A comparison of the Nordic countries with other OECD countries," Economic Modelling, Elsevier, vol. 50(C), pages 310-321.
    4. Cordero, Jose M. & Polo, Cristina & Santín, Daniel & Simancas, Rosa, 2018. "Efficiency measurement and cross-country differences among schools: A robust conditional nonparametric analysis," Economic Modelling, Elsevier, vol. 74(C), pages 45-60.
    5. Ben Yahia, Fatma & Essid, Hédi & Rebai, Sonia, 2018. "Do dropout and environmental factors matter? A directional distance function assessment of tunisian education efficiency," International Journal of Educational Development, Elsevier, vol. 60(C), pages 120-127.
    6. Paolo Liberati & Raffaele Lagravinese & Giuliano Resce, 2017. "How Does Economic Social And Cultural Status Affect The Efficiency Of Educational Attainments? A Comparative Analysis On Pisa Results," Departmental Working Papers of Economics - University 'Roma Tre' 0217, Department of Economics - University Roma Tre.
    7. José Manuel Cordero & Daniel Santín & Rosa Simancas, 2017. "Assessing European primary school performance through a conditional nonparametric model," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 68(4), pages 364-376, April.
    8. Mthanti, Thanti & Ojah, Kalu, 2017. "Institutions, Human Capital and Entrepreneurial Orientation (EO): Implications for Growth Strategy," MPRA Paper 89551, University Library of Munich, Germany.
    9. Capasso, Salvatore & Kaisari, Maria & Kounetas, Konstantinos & Lainas, Elias, 2024. "School productive performance and technology gaps: New evidence from PISA 2018," Economic Modelling, Elsevier, vol. 131(C).
    10. Li, Fan & Li, Shengli, 2018. "The impact of cross-subsidies on utility service quality in developing countries," Economic Modelling, Elsevier, vol. 68(C), pages 217-228.
    11. Cordero, Jose Manuel & Polo, Cristina & Simancas, Rosa, 2022. "Assessing the efficiency of secondary schools: Evidence from OECD countries participating in PISA 2015," Socio-Economic Planning Sciences, Elsevier, vol. 81(C).
    12. Rebai, Sonia & Ben Yahia, Fatma & Essid, Hédi, 2020. "A graphically based machine learning approach to predict secondary schools performance in Tunisia," Socio-Economic Planning Sciences, Elsevier, vol. 70(C).
    13. Di Gioacchino, Debora & Sabani, Laura & Tedeschi, Simone, 2019. "Individual preferences for public education spending: Does personal income matter?," Economic Modelling, Elsevier, vol. 82(C), pages 211-228.
    14. Lagravinese, Raffaele & Liberati, Paolo & Resce, Giuliano, 2020. "The impact of economic, social and cultural conditions on educational attainments," Journal of Policy Modeling, Elsevier, vol. 42(1), pages 112-132.
    15. Yahia, F.B. & Essid, H., 2019. "Determinants of Tunisian Schools’ Efficiency: A DEA-Tobit Approach," Journal of Applied Management and Investments, Department of Business Administration and Corporate Security, International Humanitarian University, vol. 8(1), pages 44-56, February.

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    More about this item

    Keywords

    Education; Cronyism; DEA;
    All these keywords.

    JEL classification:

    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
    • C61 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Optimization Techniques; Programming Models; Dynamic Analysis
    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education

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