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Does university performance have an economic payoff for their home regions? Evidence for the Spanish provinces

Author

Listed:
  • Joan Crespo

    (Department of Economics, Universitat Jaume I, Castellón, Spain)

  • Jesús Peiró-Palomino

    (INTECO & Department of Applied Economics II, University of Valencia, Spain)

  • Emili Tortosa-Ausina

    (IVIE, Valencia and Department of Economics, Universitat Jaume I, Castellón, Spain)

Abstract

This paper analyzes the impact of the university system performance on labor productivity growth for Spanish regions during the period 2009–2016. Using a frontier approach, we decompose changes in university performance into efficiency changes (approximations to the frontier) and changes due to technical progress (shifts of the frontier). Our results show a positive link between university performance and the productivity growth of their home regions. We also find that this impact is driven by shifts in the frontier rather than by approximation to the frontier. This effect is robust across stages of the economic cycle (crisis and recovery), as well as across different estimation methods, and when including spatial spillovers, although it is only significant for provinces with productivity levels above the median. This suggests that the inefficiency of the Spanish university system can be one of the factors slowing down the convergence path of Spanish provinces.

Suggested Citation

  • Joan Crespo & Jesús Peiró-Palomino & Emili Tortosa-Ausina, 2020. "Does university performance have an economic payoff for their home regions? Evidence for the Spanish provinces," Working Papers 2020/20, Economics Department, Universitat Jaume I, Castellón (Spain).
  • Handle: RePEc:jau:wpaper:2020/20
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    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Etzkowitz, Henry & Leydesdorff, Loet, 2000. "The dynamics of innovation: from National Systems and "Mode 2" to a Triple Helix of university-industry-government relations," Research Policy, Elsevier, vol. 29(2), pages 109-123, February.
    3. Andrés Rodríguez‐Pose & Min Zhang, 2019. "Government institutions and the dynamics of urban growth in China," Journal of Regional Science, Wiley Blackwell, vol. 59(4), pages 633-668, September.
    4. Valero, Anna & Van Reenen, John, 2019. "The economic impact of universities: Evidence from across the globe," Economics of Education Review, Elsevier, vol. 68(C), pages 53-67.
    5. Johnes, Jill, 2015. "Operational Research in education," European Journal of Operational Research, Elsevier, vol. 243(3), pages 683-696.
    6. Tommaso Agasisti & Cristian Barra & Roberto Zotti, 2019. "Research, knowledge transfer, and innovation: The effect of Italian universities’ efficiency on local economic development 2006−2012," Journal of Regional Science, Wiley Blackwell, vol. 59(5), pages 819-849, November.
    7. Jesús Peiró‐Palomino, 2019. "The geography of social capital and innovation in the European Union," Papers in Regional Science, Wiley Blackwell, vol. 98(1), pages 53-73, February.
    8. Roberto Ganau & Andrés Rodríguez‐Pose, 2019. "Do high‐quality local institutions shape labour productivity in Western European manufacturing firms?," Papers in Regional Science, Wiley Blackwell, vol. 98(4), pages 1633-1666, August.
    9. Gene M. Grossman & Elhanan Helpman, 1994. "Endogenous Innovation in the Theory of Growth," Journal of Economic Perspectives, American Economic Association, vol. 8(1), pages 23-44, Winter.
    10. Rolf Färe & Emili Grifell‐Tatjé & Shawna Grosskopf & C. A. Knox Lovell, 1997. "Biased Technical Change and the Malmquist Productivity Index," Scandinavian Journal of Economics, Wiley Blackwell, vol. 99(1), pages 119-127, March.
    11. Davide Cantoni & Noam Yuchtman, 2014. "Medieval Universities, Legal Institutions, and the Commercial Revolution," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(2), pages 823-887.
    12. Zoltán J. Acs & David B. Audretsch & Erik E. Lehmann & Georg Licht, 2017. "National systems of innovation," The Journal of Technology Transfer, Springer, vol. 42(5), pages 997-1008, October.
    13. Daron Acemoglu & Suresh Naidu & Pascual Restrepo & James A. Robinson, 2019. "Democracy Does Cause Growth," Journal of Political Economy, University of Chicago Press, vol. 127(1), pages 47-100.
    14. José M. Pastor & Carlos Peraita & Francisco Pérez, 2016. "Estimating the long-term economic impacts of Spanish universities on the national economy," Papers in Regional Science, Wiley Blackwell, vol. 95(4), pages 673-692, November.
    15. 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.
    16. Daron Acemoglu & Simon Johnson & James A. Robinson & Pierre Yared, 2005. "From Education to Democracy?," American Economic Review, American Economic Association, vol. 95(2), pages 44-49, May.
    17. Boon L. Lee, 2011. "Efficiency of Research Performance of Australian Universities: A Reappraisal using a Bootstrap Truncated Regression Approach," Economic Analysis and Policy, Elsevier, vol. 41(3), pages 195-204, December.
    18. Marcos Sanso-Navarro & María Vera-Cabello, 2016. "Regional Growth, Innovation, And Latent Nonlinear Effects," Journal of Regional Science, Wiley Blackwell, vol. 56(5), pages 814-847, November.
    19. Giorgio Calcagnini & Ilario Favaretto & Germana Giombini & Francesco Perugini & Rosalba Rombaldoni, 2016. "The role of universities in the location of innovative start-ups," The Journal of Technology Transfer, Springer, vol. 41(4), pages 670-693, August.
    20. Nicola Gennaioli & Rafael La Porta & Florencio Lopez-de-Silanes & Andrei Shleifer, 2013. "Human Capital and Regional Development," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(1), pages 105-164.
    21. Marcos Sanso‐Navarro & Maria Vera‐Cabello & Domingo P. Ximénez‐De‐Embún, 2017. "Human Capital Spillovers and Regional Development," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 32(4), pages 923-930, June.
    22. Rong-Ruey Duh & Kuo-Tay Chen & Ruey-Ching Lin & Li-Chun Kuo, 2014. "Do internal controls improve operating efficiency of universities?," Annals of Operations Research, Springer, vol. 221(1), pages 173-195, October.
    23. Cooke, Philip & Gomez Uranga, Mikel & Etxebarria, Goio, 1997. "Regional innovation systems: Institutional and organisational dimensions," Research Policy, Elsevier, vol. 26(4-5), pages 475-491, December.
    24. Naomi Hausman, 2012. "University Innovation, Local Economic Growth, and Entrepreneurship," Working Papers 12-10, Center for Economic Studies, U.S. Census Bureau.
    25. Emili Grifell-Tatjé & C.A. Knox Lovell & Robin Sickles & Laurens Cherchye & Bram de Rock & Antonio Estache & Marijn Verschelde, 2018. "The Oxford Handbook of Productivity Analysis," Post-Print hal-02573812, HAL.
    26. repec:ebl:ecbull:v:4:y:2007:i:15:p:1-9 is not listed on IDEAS
    27. Otto Toivanen & Lotta Väänänen, 2016. "Education and Invention," The Review of Economics and Statistics, MIT Press, vol. 98(2), pages 382-396, May.
    28. Adalgiso Amendola & Cristian Barra & Roberto Zotti, 2020. "Does graduate human capital production increase local economic development? An instrumental variable approach," Journal of Regional Science, Wiley Blackwell, vol. 60(5), pages 959-994, November.
    29. Tommaso Agasisti & Aleksei Egorov & Daria Zinchenko & Oleg Leshukov, 2021. "Efficiency of regional higher education systems and regional economic short-run growth: empirical evidence from Russia," Industry and Innovation, Taylor & Francis Journals, vol. 28(4), pages 507-534, April.
    30. Gerry Boucher & Cheryl Conway & Els Van Der Meer, 2003. "Tiers of Engagement by Universities in their Region's Development," Regional Studies, Taylor & Francis Journals, vol. 37(9), pages 887-897.
    31. James P. LeSage, 2014. "What Regional Scientists Need to Know about Spatial Econometrics," The Review of Regional Studies, Southern Regional Science Association, vol. 44(1), pages 13-32, Spring.
    32. Jesús Crespo Cuaresma & Gernot Doppelhofer & Martin Feldkircher, 2014. "The Determinants of Economic Growth in European Regions," Regional Studies, Taylor & Francis Journals, vol. 48(1), pages 44-67, January.
    33. Agasisti, Tommaso & Barra, Cristian & Zotti, Roberto, 2016. "Evaluating the efficiency of Italian public universities (2008–2011) in presence of (unobserved) heterogeneity," Socio-Economic Planning Sciences, Elsevier, vol. 55(C), pages 47-58.
    34. Balaguer-Coll, Maria Teresa & Prior, Diego & Tortosa-Ausina, Emili, 2007. "On the determinants of local government performance: A two-stage nonparametric approach," European Economic Review, Elsevier, vol. 51(2), pages 425-451, February.
    35. Ruiz, José L. & Segura, José V. & Sirvent, Inmaculada, 2015. "Benchmarking and target setting with expert preferences: An application to the evaluation of educational performance of Spanish universities," European Journal of Operational Research, Elsevier, vol. 242(2), pages 594-605.
    36. Néstor Duch-Brown & Javier García-Estévez & Martí Parellada-Sabata, 2011. "Universities and regional economic growth in Spanish regions," Working Papers 2011/6, Institut d'Economia de Barcelona (IEB).
    37. Cristian Barra & Roberto Zotti, 2017. "Investigating the Human Capital Development–growth Nexus," International Regional Science Review, , vol. 40(6), pages 638-678, November.
    38. Harvey Goldstein & Catherine Renault, 2004. "Contributions of Universities to Regional Economic Development: A Quasi-experimental Approach," Regional Studies, Taylor & Francis Journals, vol. 38(7), pages 733-746.
    39. Bianca Potì & Emanuela Reale, 2007. "Changing allocation models for public research funding: An empirical exploration based on project funding data," Science and Public Policy, Oxford University Press, vol. 34(6), pages 417-430, July.
    40. Andrés Rodríguez-Pose & Marco Di Cataldo, 2015. "Quality of government and innovative performance in the regions of Europe," Journal of Economic Geography, Oxford University Press, vol. 15(4), pages 673-706.
    41. D'Este, P. & Patel, P., 2007. "University-industry linkages in the UK: What are the factors underlying the variety of interactions with industry?," Research Policy, Elsevier, vol. 36(9), pages 1295-1313, November.
    42. Cristian Barra & Ornella Wanda Maietta & Roberto Zotti, 2019. "Academic excellence, local knowledge spillovers and innovation in Europe," Regional Studies, Taylor & Francis Journals, vol. 53(7), pages 1058-1069, July.
    43. Néstor Duch-Brown & Javier García-Estévez & Martí Parellada-Sabata, 2011. "Universities and regional economic growth in Spanish regions," Working Papers 2011/6, Institut d'Economia de Barcelona (IEB).
    44. Tortosa-Ausina, Emili & Grifell-Tatje, Emili & Armero, Carmen & Conesa, David, 2008. "Sensitivity analysis of efficiency and Malmquist productivity indices: An application to Spanish savings banks," European Journal of Operational Research, Elsevier, vol. 184(3), pages 1062-1084, February.
    45. Caves, Douglas W & Christensen, Laurits R & Diewert, W Erwin, 1982. "The Economic Theory of Index Numbers and the Measurement of Input, Output, and Productivity," Econometrica, Econometric Society, vol. 50(6), pages 1393-1414, November.
    46. Caldera, Aida & Debande, Olivier, 2010. "Performance of Spanish universities in technology transfer: An empirical analysis," Research Policy, Elsevier, vol. 39(9), pages 1160-1173, November.
    47. Donato Iacobucci & Alessandra Micozzi, 2015. "How to evaluate the impact of academic spin-offs on local development: an empirical analysis of the Italian case," The Journal of Technology Transfer, Springer, vol. 40(3), pages 434-452, June.
    48. 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.
    49. Geraint Johnes & Manuel Salas-Velasco, 2007. "The Determinants Of Costs And Efficiencies Where Producers Are Heterogeneous: The Case Of Spanish Universities," Economics Bulletin, AccessEcon, vol. 4(15), pages 1-9.
    50. 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.
    51. José M. Pastor & Carlos Peraita, 2016. "The Tax Returns of Public Spending on Universities: An Estimate with Monte Carlo Simulations," Regional Studies, Taylor & Francis Journals, vol. 50(11), pages 1863-1875, November.
    52. Eva M. de la Torre & Tommaso Agasisti & Carmen Perez-Esparrells, 2017. "The relevance of knowledge transfer for universities’ efficiency scores: an empirical approximation on the Spanish public higher education system," Research Evaluation, Oxford University Press, vol. 26(3), pages 211-229.
    53. Philippe Aghion, 2009. "Growth and Education," World Bank Publications - Books, The World Bank Group, number 27936, December.
    54. E Thanassoulis & M Kortelainen & G Johnes & J Johnes, 2011. "Costs and efficiency of higher education institutions in England: a DEA analysis," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 62(7), pages 1282-1297, July.
    55. Card, David, 2001. "Estimating the Return to Schooling: Progress on Some Persistent Econometric Problems," Econometrica, Econometric Society, vol. 69(5), pages 1127-1160, September.
    56. Manuel Salas-Velasco, 2020. "Measuring and explaining the production efficiency of Spanish universities using a non-parametric approach and a bootstrapped-truncated regression," Scientometrics, Springer;Akadémiai Kiadó, vol. 122(2), pages 825-846, February.
    57. Davinia Palomares-Montero & Adela García-Aracil, 2011. "What are the key indicators for evaluating the activities of universities?," Research Evaluation, Oxford University Press, vol. 20(5), pages 353-363, December.
    58. Maria Balaguer-Coll & Diego Prior & Emili Tortosa-Ausina, 2010. "Decentralization and efficiency of local government," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 45(3), pages 571-601, December.
    59. Berbegal-Mirabent, Jasmina & Lafuente, Esteban & Solé, Francesc, 2013. "The pursuit of knowledge transfer activities: An efficiency analysis of Spanish universities," Journal of Business Research, Elsevier, vol. 66(10), pages 2051-2059.
    60. Isabel Narbón-Perpiñá & Maria Teresa Balaguer-Coll & Marko Petrović & Emili Tortosa-Ausina, 2020. "Which estimator to measure local governments’ cost efficiency? The case of Spanish municipalities," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 11(1), pages 51-82, March.
    61. BERBEGAL MIRABENT, Jasmina & SOLÉ PARELLADA, Francesc, 2012. "What Are We Measuring When Evaluating Universities’ Efficiency?," Regional and Sectoral Economic Studies, Euro-American Association of Economic Development, vol. 12(3).
    62. Bramwell, Allison & Wolfe, David A., 2008. "Universities and regional economic development: The entrepreneurial University of Waterloo," Research Policy, Elsevier, vol. 37(8), pages 1175-1187, September.
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    More about this item

    Keywords

    university performance; productivity; provinces;
    All these keywords.

    JEL classification:

    • C61 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Optimization Techniques; Programming Models; Dynamic Analysis
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes

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