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Research, knowledge transfer and innovation: the effect of Italian universities’ efficiency on the local economic development 2006-2012

Author

Listed:
  • Tommaso Agasisti

    (Politecnico di Milano School of Management)

  • Cristian Barra

    (Università di Salerno)

  • Roberto Zotti

    (Università di Salerno)

Abstract

In this paper, we test whether there is a link between the performance of universities and the local economic development of the territory where they operate. The performance of academic institutions is measured through an efficiency concept, estimated by means of an innovative Stochastic Frontier Analysis (SFA), and considering indicators of teaching, research and ‘third mission’ as outputs. A system generalized method-of-moments (Sys- GMM) dynamic panel estimator, instrumented with time lags and differences is estimated over the period from 2006 to 2012 to solve the potential endogeneity of the explanatory variables. Our findings reveal that the presence of efficient universities fosters local economic development, and that knowledge spillovers occur between areas through the geographical proximity to the efficient universities.

Suggested Citation

  • Tommaso Agasisti & Cristian Barra & Roberto Zotti, 2017. "Research, knowledge transfer and innovation: the effect of Italian universities’ efficiency on the local economic development 2006-2012," Working papers 60, Società Italiana di Economia Pubblica.
  • Handle: RePEc:ipu:wpaper:60
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    1. Alonso-Borrego, Cesar & Arellano, Manuel, 1999. "Symmetrically Normalized Instrumental-Variable Estimation Using Panel Data," Journal of Business & Economic Statistics, American Statistical Association, vol. 17(1), pages 36-49, January.
    2. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    3. Wiji Arulampalam & Robin A. Naylor & Jeremy P. Smith, 2004. "A hazard model of the probability of medical school drop‐out in the UK," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 167(1), pages 157-178, February.
    4. Joshua Drucker & Harvey Goldstein, 2007. "Assessing the Regional Economic Development Impacts of Universities: A Review of Current Approaches," International Regional Science Review, , vol. 30(1), pages 20-46, January.
    5. Gianna Boero & Abigail McKnight & Robin Naylor & Jeremy Smith, 2004. "Graduates and Graduate Labour Markets in the UK and Italy," Palgrave Macmillan Books, in: Daniele Checchi & Claudio Lucifora (ed.), Education, Training and Labour Market Outcomes in Europe, chapter 6, pages 129-165, Palgrave Macmillan.
    6. Veugelers, Reinhilde & Cassiman, Bruno, 2005. "R&D cooperation between firms and universities. Some empirical evidence from Belgian manufacturing," International Journal of Industrial Organization, Elsevier, vol. 23(5-6), pages 355-379, June.
    7. Scott Shane, 2002. "Selling University Technology: Patterns from MIT," Management Science, INFORMS, vol. 48(1), pages 122-137, January.
    8. Gulbrandsen, Magnus & Smeby, Jens-Christian, 2005. "Industry funding and university professors' research performance," Research Policy, Elsevier, vol. 34(6), pages 932-950, August.
    9. 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.
    10. Salter, Ammon J. & Martin, Ben R., 2001. "The economic benefits of publicly funded basic research: a critical review," Research Policy, Elsevier, vol. 30(3), pages 509-532, March.
    11. Jill Johnes, 2014. "Efficiency and Mergers in English Higher Education 1996/97 to 2008/9: Parametric and Non-parametric Estimation of the Multi-input Multi-output Distance Function," Manchester School, University of Manchester, vol. 82(4), pages 465-487, July.
    12. 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.
    13. Chi, Wei & Qian, Xiaoye, 2009. "The role of education in regional innovation activities and economic growth: spatial evidence from China," MPRA Paper 15779, University Library of Munich, Germany.
    14. Zoltán J. Ács & Pontus Braunerhjelm & David B. Audretsch & Bo Carlsson, 2015. "The knowledge spillover theory of entrepreneurship," Chapters, in: Global Entrepreneurship, Institutions and Incentives, chapter 7, pages 129-144, Edward Elgar Publishing.
    15. Rebecca Henderson & Adam B. Jaffe & Manuel Trajtenberg, 1998. "Universities As A Source Of Commercial Technology: A Detailed Analysis Of University Patenting, 1965-1988," The Review of Economics and Statistics, MIT Press, vol. 80(1), pages 119-127, February.
    16. 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.
    17. 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.
    18. Rosina Moreno & Raffaele Paci & Stefano Usai, 2005. "Spatial Spillovers and Innovation Activity in European Regions," Environment and Planning A, , vol. 37(10), pages 1793-1812, October.
    19. Ross Levine & Norman Loayza & Thorsten Beck, 2002. "Financial Intermediation and Growth: Causality and Causes," Central Banking, Analysis, and Economic Policies Book Series, in: Leonardo Hernández & Klaus Schmidt-Hebbel & Norman Loayza (Series Editor) & Klaus Schmidt-Hebbel (Se (ed.),Banking, Financial Integration, and International Crises, edition 1, volume 3, chapter 2, pages 031-084, Central Bank of Chile.
    20. 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.
    21. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    22. Andrea Bonaccorsi & Cinzia Daraio & Léopold Simar, 2006. "Advanced indicators of productivity of universitiesAn application of robust nonparametric methods to Italian data," Scientometrics, Springer;Akadémiai Kiadó, vol. 66(2), pages 389-410, February.
    23. 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.
    24. Lutz Bornmann, 2013. "What is societal impact of research and how can it be assessed? a literature survey," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 64(2), pages 217-233, February.
    25. Oliviero Carboni, 2013. "Spatial and industry proximity in collaborative research: evidence from Italian manufacturing firms," The Journal of Technology Transfer, Springer, vol. 38(6), pages 896-910, December.
    26. Tommaso Agasisti & Marika Arena & Giuseppe Catalano & Angelo Erbacci, 2015. "Defining spending reviews: a proposal for a taxonomy, with applications to Italy and the UK," Public Money & Management, Taylor & Francis Journals, vol. 35(6), pages 423-430, November.
    27. Autant-Bernard, Corinne, 2001. "Science and knowledge flows: evidence from the French case," Research Policy, Elsevier, vol. 30(7), pages 1069-1078, August.
    28. Wesley M. Cohen & Richard R. Nelson & John P. Walsh, 2000. "Protecting Their Intellectual Assets: Appropriability Conditions and Why U.S. Manufacturing Firms Patent (or Not)," NBER Working Papers 7552, National Bureau of Economic Research, Inc.
    29. Zoghbi, Ana Carolina & Rocha, Fabiana & Mattos, Enlinson, 2013. "Education production efficiency: Evidence from Brazilian universities," Economic Modelling, Elsevier, vol. 31(C), pages 94-103.
    30. Paola Cardamone & Valeria Pupo & Fernanda Ricotta, 2014. "Assessing The Impact Of University Technology Transfer On Firms’ Innovation," Working Papers 201403, Università della Calabria, Dipartimento di Economia, Statistica e Finanza "Giovanni Anania" - DESF.
    31. Richard Florida & Charlotta Mellander & Kevin Stolarick, 2008. "Inside the black box of regional development: human capital, the creative class and tolerance," Journal of Economic Geography, Oxford University Press, vol. 8(5), pages 615-649, September.
    32. Bernardina Algieri & Antonio Aquino & Marianna Succurro, 2013. "Technology transfer offices and academic spin-off creation: the case of Italy," The Journal of Technology Transfer, Springer, vol. 38(4), pages 382-400, August.
    33. Chapple, Wendy & Lockett, Andy & Siegel, Donald & Wright, Mike, 2005. "Assessing the relative performance of U.K. university technology transfer offices: parametric and non-parametric evidence," Research Policy, Elsevier, vol. 34(3), pages 369-384, April.
    34. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    35. 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.
    36. Paul W. Bauer & Mark E. Schweitzer & Scott A. Shane, 2012. "Knowledge Matters: The Long‐Run Determinants Of State Income Growth," Journal of Regional Science, Wiley Blackwell, vol. 52(2), pages 240-255, May.
    37. Alessandro Muscio, 2010. "What drives the university use of technology transfer offices? Evidence from Italy," The Journal of Technology Transfer, Springer, vol. 35(2), pages 181-202, April.
    38. Thursby, Jerry G. & Kemp, Sukanya, 2002. "Growth and productive efficiency of university intellectual property licensing," Research Policy, Elsevier, vol. 31(1), pages 109-124, January.
    39. Laura Abramovsky & Helen Simpson, 2011. "Geographic proximity and firm--university innovation linkages: evidence from Great Britain," Journal of Economic Geography, Oxford University Press, vol. 11(6), pages 949-977, November.
    40. Mercedes Gumbau-Albert & Joaquin Maudos, 2009. "Patents, technological inputs and spillovers among regions," Applied Economics, Taylor & Francis Journals, vol. 41(12), pages 1473-1486.
    41. Meeusen, Wim & van den Broeck, Julien, 1977. "Efficiency Estimation from Cobb-Douglas Production Functions with Composed Error," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 18(2), pages 435-444, June.
    42. Wesley M. Cohen & Richard R. Nelson & John P. Walsh, 2003. "Links and Impacts: The Influence of Public Research on Industrial R&D," Chapters, in: Aldo Geuna & Ammon J. Salter & W. Edward Steinmueller (ed.), Science and Innovation, chapter 4, Edward Elgar Publishing.
    43. George E. Halkos & Nickolaos G. Tzeremes & Stavros A. Kourtzidis, 2012. "Measuring Public Owned University Departments' Efficiency: A Bootstrapped DEA Approach," Journal of Economics and Econometrics, Economics and Econometrics Society, vol. 55(2), pages 1-24.
    44. Cristian Barra & Roberto Zotti, 2017. "Investigating the Human Capital Development–growth Nexus," International Regional Science Review, , vol. 40(6), pages 638-678, November.
    45. 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.
    46. De Witte, Kristof & Rogge, Nicky, 2011. "Accounting for exogenous influences in performance evaluations of teachers," Economics of Education Review, Elsevier, vol. 30(4), pages 641-653, August.
    47. Peter McHenry, 2014. "The Geographic Distribution Of Human Capital: Measurement Of Contributing Mechanisms," Journal of Regional Science, Wiley Blackwell, vol. 54(2), pages 215-248, March.
    48. Attila Varga, 2000. "Local Academic Knowledge Transfers and the Concentration of Economic Activity," Journal of Regional Science, Wiley Blackwell, vol. 40(2), pages 289-309, May.
    49. Raffaele Paci & Stefano Usai, 2009. "Knowledge flows across European regions," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 43(3), pages 669-690, September.
    50. Stephen L. DesJardins & Dennis A. Ahlburg & Brian P. McCall, 2002. "A Temporal Investigation of Factors Related to Timely Degree Completion," The Journal of Higher Education, Taylor & Francis Journals, vol. 73(5), pages 555-581, September.
    51. Audretsch, David B. & Lehmann, Erik E., 2005. "Does the Knowledge Spillover Theory of Entrepreneurship hold for regions?," Research Policy, Elsevier, vol. 34(8), pages 1191-1202, October.
    52. Gary Madden & Scott Savage & Steven Kemp, 1997. "Measuring Public Sector Efficiency: A Study of Economics Departments at Australian Universities," Education Economics, Taylor & Francis Journals, vol. 5(2), pages 153-168.
    53. Bercovitz, Janet E.L. & Feldman, Maryann P., 2007. "Fishing upstream: Firm innovation strategy and university research alliances," Research Policy, Elsevier, vol. 36(7), pages 930-948, September.
    54. Martin Carree & Antonio Malva & Enrico Santarelli, 2014. "The contribution of universities to growth: empirical evidence for Italy," The Journal of Technology Transfer, Springer, vol. 39(3), pages 393-414, June.
    55. Mansfield, Edwin, 1995. "Academic Research Underlying Industrial Innovations:," The Review of Economics and Statistics, MIT Press, vol. 77(1), pages 55-65, February.
    56. Tomas Del Barrio-Castro & Jose Garcia-Quevedo, 2005. "Effects of university research on the geography of innovation," Regional Studies, Taylor & Francis Journals, vol. 39(9), pages 1217-1229.
    57. P. Wilner Jeanty, 2010. "SPLAGVAR: Stata module to generate spatially lagged variables, construct the Moran Scatter plot, and calculate Moran's I statistics," Statistical Software Components S457112, Boston College Department of Economics, revised 09 Aug 2012.
    58. Subal Kumbhakar & Gudbrand Lien & J. Hardaker, 2014. "Technical efficiency in competing panel data models: a study of Norwegian grain farming," Journal of Productivity Analysis, Springer, vol. 41(2), pages 321-337, April.
    59. George E. Battese & Greg S. Corra, 1977. "Estimation Of A Production Frontier Model: With Application To The Pastoral Zone Of Eastern Australia," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 21(3), pages 169-179, December.
    60. Etzkowitz, Henry, 2003. "Research groups as 'quasi-firms': the invention of the entrepreneurial university," Research Policy, Elsevier, vol. 32(1), pages 109-121, January.
    61. Alessandro Muscio, 2013. "University-industry linkages: What are the determinants of distance in collaborations?," Papers in Regional Science, Wiley Blackwell, vol. 92(4), pages 715-739, November.
    62. 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.
    63. Maietta, Ornella Wanda, 2015. "Determinants of university–firm R&D collaboration and its impact on innovation: A perspective from a low-tech industry," Research Policy, Elsevier, vol. 44(7), pages 1341-1359.
    64. 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.
    65. 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.
    66. Roberta Piergiovanni & Enrico Santarelli, 2001. "Patents and the Geographic Localization of R&D Spillovers in French Manufacturing," Regional Studies, Taylor & Francis Journals, vol. 35(8), pages 697-702.
    67. Rudi Bekkers & Bodas Freitas, 2008. "Analysing preferences for knowledge transfer channels between universities and industry: To what degree do sectors also matter?," Grenoble Ecole de Management (Post-Print) hal-01487467, HAL.
    68. Leten, Bart & Landoni, Paolo & Van Looy, Bart, 2014. "Science or graduates: How do firms benefit from the proximity of universities?," Research Policy, Elsevier, vol. 43(8), pages 1398-1412.
    69. Bekkers, Rudi & Bodas Freitas, Isabel Maria, 2008. "Analysing knowledge transfer channels between universities and industry: To what degree do sectors also matter?," Research Policy, Elsevier, vol. 37(10), pages 1837-1853, December.
    70. Torben Schubert, 2014. "Are there scale economies in scientific production? On the topic of locally increasing returns to scale," Scientometrics, Springer;Akadémiai Kiadó, vol. 99(2), pages 393-408, May.
    71. Tommaso Agasisti & Giuseppe Catalano & Paolo Landoni & Roberto Verganti, 2012. "Evaluating the performance of academic departments: an analysis of research-related output efficiency," Research Evaluation, Oxford University Press, vol. 21(1), pages 2-14, February.
    72. Tommaso Agasisti, 2009. "Market forces and competition in university systems: theoretical reflections and empirical evidence from Italy," International Review of Applied Economics, Taylor & Francis Journals, vol. 23(4), pages 463-483.
    73. Donald Siegel & Mike Wright & Wendy Chapple & Andy Lockett, 2008. "Assessing The Relative Performance Of University Technology Transfer In The Us And Uk: A Stochastic Distance Function Approach," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 17(7-8), pages 717-729.
    74. Wei Chi & Xiaoye Qian, 2010. "The role of education in regional innovation activities: spatial evidence from China," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 15(4), pages 396-419.
    75. Stefano Breschi & Francesco Lissoni, 2009. "Mobility of skilled workers and co-invention networks: an anatomy of localized knowledge flows," Journal of Economic Geography, Oxford University Press, vol. 9(4), pages 439-468, July.
    76. Battese, George E. & Corra, Greg S., 1977. "Estimation Of A Production Frontier Model: With Application To The Pastoral Zone Of Eastern Australia," Australian Journal of Agricultural Economics, Australian Agricultural and Resource Economics Society, vol. 21(3), pages 1-11, December.
    77. Jeremy Smith & Robin Naylor, 2001. "Determinants of Degree Performance in UK Universities: A Statistical Analysis of the 1993 Student Cohort," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 63(1), pages 29-60, February.
    78. Kristof Witte & Lenka Hudrlikova, 2013. "What about excellence in teaching? A benevolent ranking of universities," Scientometrics, Springer;Akadémiai Kiadó, vol. 96(1), pages 337-364, July.
    79. 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.
    80. Ron Boschma, 2005. "Proximity and Innovation: A Critical Assessment," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 61-74.
    81. Muscio, Alessandro & Nardone, Gianluca, 2012. "The determinants of university–industry collaboration in food science in Italy," Food Policy, Elsevier, vol. 37(6), pages 710-718.
    82. Cazals, Catherine & Florens, Jean-Pierre & Simar, Leopold, 2002. "Nonparametric frontier estimation: a robust approach," Journal of Econometrics, Elsevier, vol. 106(1), pages 1-25, January.
    83. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    84. 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.
    85. Robert J. Barro, 2001. "Human Capital and Growth," American Economic Review, American Economic Association, vol. 91(2), pages 12-17, May.
    86. Roger Carrington & Tim Coelli & D. S. Prasada Rao, 2005. "The Performance Of Australian Universities: Conceptual Issues And Preliminary Results," Economic Papers, The Economic Society of Australia, vol. 24(2), pages 145-163, June.
    87. Donato Iacobucci & Alessandra Micozzi, 2012. "How to evaluate the impact of academic spin-offs on regional development," Working Papers 1204, c.MET-05 - Centro Interuniversitario di Economia Applicata alle Politiche per L'industria, lo Sviluppo locale e l'Internazionalizzazione.
    88. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
    89. repec:rre:publsh:v:33:y:2003:i:1:p:73-84 is not listed on IDEAS
    90. Windmeijer, Frank, 2005. "A finite sample correction for the variance of linear efficient two-step GMM estimators," Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, May.
    91. Mika Haapanen & Hannu Tervo, 2012. "Migration Of The Highly Educated: Evidence From Residence Spells Of University Graduates," Journal of Regional Science, Wiley Blackwell, vol. 52(4), pages 587-605, October.
    92. P. Wilner Jeanty, 2010. "SPWMATRIX: Stata module to generate, import, and export spatial weights," Statistical Software Components S457111, Boston College Department of Economics, revised 15 Mar 2014.
    93. 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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    Higher education; knowledge spillovers; local economic development; efficiency of universities;
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    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • E01 - Macroeconomics and Monetary Economics - - General - - - Measurement and Data on National Income and Product Accounts and Wealth; Environmental Accounts

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