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Direct and indirect effects of universities on European regional productivity

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  • E. Marrocu
  • R. Paci
  • S. Usai

Abstract

For the first time we investigate the effects that Universities exert on Total Factor Productivity dynamics for a very ample sample of 270 European regions over the period 2000-2016. This novel contribution goes beyond the traditional human capital and technological capital indirect effects and proposes a sound empirical assessment of the highly differentiated "third mission" activities. These are unique to engaged academic institutions and shape the key role they play as societal development-promoting agencies. Our analysis provides evidence of sizeable and robust universities direct supply-side effects, which complement the traditional ones in driving European regional productivity growth.

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  • E. Marrocu & R. Paci & S. Usai, 2021. "Direct and indirect effects of universities on European regional productivity," Working Paper CRENoS 202107, Centre for North South Economic Research, University of Cagliari and Sassari, Sardinia.
  • Handle: RePEc:cns:cnscwp:202107
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    1. 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.
    2. Andres Rodriguez-Pose & Riccardo regstdcenzi, 2008. "Research and Development, Spillovers, Innovation Systems, and the Genesis of Regional Growth in Europe," Regional Studies, Taylor & Francis Journals, vol. 42(1), pages 51-67.
    3. 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.
    4. 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.
    5. Fischer, Manfred M. & Scherngell, Thomas & Reismann, Martin, 2008. "Knowledge spillovers and total factor productivity. Evidence using a spatial panel data model," MPRA Paper 77762, University Library of Munich, Germany.
    6. Thomas Brekke, 2021. "What Do We Know about the University Contribution to Regional Economic Development? A Conceptual Framework," International Regional Science Review, , vol. 44(2), pages 229-261, March.
    7. Emanuela Marrocu & Raffaele Paci & Stefano Usai, 2013. "Productivity Growth In The Old And New Europe: The Role Of Agglomeration Externalities," Journal of Regional Science, Wiley Blackwell, vol. 53(3), pages 418-442, August.
    8. Jonathan Corcoran & Alessandra Faggian, 2017. "Graduate migration and regional development: an international perspective," Chapters, in: Jonathan Corcoran & Alessandra Faggian (ed.), Graduate Migration and Regional Development, chapter 1, pages 1-10, Edward Elgar Publishing.
    9. Nicholas Charron & Lewis Dijkstra & Victor Lapuente, 2015. "Mapping the Regional Divide in Europe: A Measure for Assessing Quality of Government in 206 European Regions," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 122(2), pages 315-346, June.
    10. Roderik Ponds & Frank van Oort & Koen Frenken, 2010. "Innovation, spillovers and university--industry collaboration: an extended knowledge production function approach," Journal of Economic Geography, Oxford University Press, vol. 10(2), pages 231-255, March.
    11. Zvi Griliches, 1998. "Issues in Assessing the Contribution of Research and Development to Productivity Growth," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 17-45, National Bureau of Economic Research, Inc.
    12. Raffaele Paci & Emanuela Marrocu & Stefano Usai, 2014. "The Complementary Effects of Proximity Dimensions on Knowledge Spillovers," Spatial Economic Analysis, Taylor & Francis Journals, vol. 9(1), pages 9-30, March.
    13. Francesca Giambona & Mariano Porcu & Isabella Sulis, 2017. "Students Mobility: Assessing the Determinants of Attractiveness Across Competing Territorial Areas," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 133(3), pages 1105-1132, September.
    14. Tommaso Agasisti & Sabine Gralka, 2019. "The transient and persistent efficiency of Italian and German universities: a stochastic frontier analysis," Applied Economics, Taylor & Francis Journals, vol. 51(46), pages 5012-5030, October.
    15. 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.
    16. Nicola Gennaioli & Rafael La Porta & Florencio Lopez De Silanes & Andrei Shleifer, 2014. "Growth in regions," Journal of Economic Growth, Springer, vol. 19(3), pages 259-309, September.
      • Nicola Gennaioli & Rafael LaPorta & Florencio Lopez-de-Silanes & Andrei Shleifer, "undated". "Growth in Regions," Working Paper 73436, Harvard University OpenScholar.
      • Nicola Gennaioli & Rafael La Porta & Florencio Lopez de Silanes & Andrei Shleifer, 2013. "Growth in Regions," NBER Working Papers 18937, National Bureau of Economic Research, Inc.
    17. Acs, Zoltan J & Audretsch, David B & Feldman, Maryann P, 1994. "R&D Spillovers and Recipient Firm Size," The Review of Economics and Statistics, MIT Press, vol. 76(2), pages 336-340, May.
    18. Natalia Budyldina, 2018. "Entrepreneurial universities and regional contribution," International Entrepreneurship and Management Journal, Springer, vol. 14(2), pages 265-277, June.
    19. Kelejian, Harry H. & Prucha, Ingmar R., 2010. "Specification and estimation of spatial autoregressive models with autoregressive and heteroskedastic disturbances," Journal of Econometrics, Elsevier, vol. 157(1), pages 53-67, July.
    20. Andrés Rodríguez-Pose & Roberto Ganau, 2022. "Institutions and the productivity challenge for European regions," Journal of Economic Geography, Oxford University Press, vol. 22(1), pages 1-25.
    21. Simona Iammarino & Andrés Rodriguez-Pose & Michael Storper, 2019. "Regional inequality in Europe: evidence, theory and policy implications," Journal of Economic Geography, Oxford University Press, vol. 19(2), pages 273-298.
    22. Wessel M. Ouwehand & Frank G. van Oort & Nicola Cortinovis, 2022. "Spatial structure and productivity in European regions," Regional Studies, Taylor & Francis Journals, vol. 56(1), pages 48-62, January.
    23. Nicholas Charron & Lewis Dijkstra & Victor Lapuente, 2015. "Erratum to: Mapping the Regional Divide in Europe: A Measure for Assessing Quality of Government in 206 European Regions," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 124(3), pages 1059-1059, December.
    24. Jonathan Corcoran & Alessandra Faggian (ed.), 2017. "Graduate Migration and Regional Development," Books, Edward Elgar Publishing, number 16152.
    25. Pablo D'Este & Simona Iammarino, 2010. "The spatial profile of university‐business research partnerships," Papers in Regional Science, Wiley Blackwell, vol. 89(2), pages 335-350, June.
    26. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    27. Attila Varga (ed.), 2009. "Universities, Knowledge Transfer and Regional Development," Books, Edward Elgar Publishing, number 4250.
    28. Naomi Hausman, 2012. "University Innovation, Local Economic Growth, and Entrepreneurship," Working Papers 12-10, Center for Economic Studies, U.S. Census Bureau.
    29. Massimo Del Gatto & Adriana Di Liberto & Carmelo Petraglia, 2011. "Measuring Productivity," Journal of Economic Surveys, Wiley Blackwell, vol. 25(5), pages 952-1008, December.
    30. -, 2017. "U.S. Economic Outlook: Quarterly developments," Oficina de la CEPAL en Washington (Estudios e Investigaciones) 42571, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL).
    31. Pablo D'Este & Frederick Guy & Simona Iammarino, 2013. "Shaping the formation of university--industry research collaborations: what type of proximity does really matter?," Journal of Economic Geography, Oxford University Press, vol. 13(4), pages 537-558, July.
    32. Iris Wanzenböck & Philipp Piribauer, 2018. "R&D networks and regional knowledge production in Europe: Evidence from a space‐time model," Papers in Regional Science, Wiley Blackwell, vol. 97(S1), pages 1-24, March.
    33. 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.
    34. Kadri Männasoo & Heili Hein & Raul Ruubel, 2018. "The contributions of human capital, R&D spending and convergence to total factor productivity growth," Regional Studies, Taylor & Francis Journals, vol. 52(12), pages 1598-1611, December.
    35. Audretsch, David B. & Feldman, Maryann P., 2004. "Knowledge spillovers and the geography of innovation," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 61, pages 2713-2739, Elsevier.
    36. Matthias Siller & Thomas Schatzer & Janette Walde & Gottfried Tappeiner, 2021. "What drives total factor productivity growth? An examination of spillover effects," Regional Studies, Taylor & Francis Journals, vol. 55(6), pages 1129-1139, June.
    37. Buesa, Mikel & Heijs, Joost & Baumert, Thomas, 2010. "The determinants of regional innovation in Europe: A combined factorial and regression knowledge production function approach," Research Policy, Elsevier, vol. 39(6), pages 722-735, July.
    38. Ron Boschma, 2005. "Proximity and Innovation: A Critical Assessment," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 61-74.
    39. Zoltan J. Acs & David B. Audretsch & Maryann P. Feldman, 2008. "R&D Spillovers and Recipient Firm Size," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 8, pages 88-94, Edward Elgar Publishing.
    40. Agasisti, Tommaso & Bertoletti, Alice, 2022. "Higher education and economic growth: A longitudinal study of European regions 2000–2017," Socio-Economic Planning Sciences, Elsevier, vol. 81(C).
    41. Roberto Basile & Roberta Capello & Andrea Caragliu, 2012. "Technological interdependence and regional growth in Europe: Proximity and synergy in knowledge spillovers," Papers in Regional Science, Wiley Blackwell, vol. 91(4), pages 697-722, November.
    42. Utku Ali Rıza Alpaydın & Rune Dahl Fitjar, 2021. "Proximity across the distant worlds of university–industry collaborations," Papers in Regional Science, Wiley Blackwell, vol. 100(3), pages 689-711, June.
    43. Peter Arbo & Paul Benneworth, 2007. "Understanding the Regional Contribution of Higher Education Institutions: A Literature Review," OECD Education Working Papers 9, OECD Publishing.
    44. Nicola Cortinovis & Frank van Oort, 2019. "Between spilling over and boiling down: network-mediated spillovers, local knowledge base and productivity in European regions," Journal of Economic Geography, Oxford University Press, vol. 19(6), pages 1233-1260.
    45. Andrea Bonaccorsi & Daniele Biancardi & Mabel Sanchez Barrioluengo & Federico Biagi, 2019. "Study on Higher Education Institutions and Local Development," JRC Research Reports JRC117272, Joint Research Centre.
    46. Torben Schubert & Henning Kroll, 2016. "Universities’ effects on regional GDP and unemployment: The case of Germany," Papers in Regional Science, Wiley Blackwell, vol. 95(3), pages 467-489, August.
    47. Joshua Drucker, 2016. "Reconsidering the Regional Economic Development Impacts of Higher Education Institutions in the United States," Regional Studies, Taylor & Francis Journals, vol. 50(7), pages 1185-1202, July.
    48. Sjoerd Beugelsdijk & Mariko J. Klasing & Petros Milionis, 2018. "Regional economic development in Europe: the role of total factor productivity," Regional Studies, Taylor & Francis Journals, vol. 52(4), pages 461-476, April.
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    university; Regional Total Factor Productivity; human capital; technological capital; Universities' third mission;
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