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Does graduate human capital production increase local economic development? An instrumental variable approach

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  • Adalgiso Amendola
  • Cristian Barra
  • Roberto Zotti

Abstract

Using a survey on Italian graduates, we investigate whether universities' degree production affects the economic development of the regions where academic institutions are located. To deal with suspected endogeneity between human capital development and economic growth, we employ an instrumental variable approach, using a global lump sum transferred to each university as an instrument for human capital production. Once we control for the regional flow of mobile students and graduates, the findings reveal the beneficial effect of the university system on local economic development through the gain in human capital.

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  • 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.
  • Handle: RePEc:bla:jregsc:v:60:y:2020:i:5:p:959-994
    DOI: 10.1111/jors.12490
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    1. Massimiliano Bratti & Daniele Checchi & Guido De Blasio, 2008. "Does the Expansion of Higher Education Increase the Equality of Educational Opportunities? Evidence from Italy," LABOUR, CEIS, vol. 22(s1), pages 53-88, June.
    2. 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.
    3. 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.
    4. Alessandra Faggian & Philip McCann & Stephen Sheppard, 2007. "Some Evidence That Women Are More Mobile Than Men: Gender Differences In U.K. Graduate Migration Behavior," Journal of Regional Science, Wiley Blackwell, vol. 47(3), pages 517-539, August.
    5. Yolanda Kodrzycki, 2001. "Migration of recent college graduates: evidence from the National Longitudinal Survey of Youth," New England Economic Review, Federal Reserve Bank of Boston, pages 13-34.
    6. Scott Shane, 2002. "Selling University Technology: Patterns from MIT," Management Science, INFORMS, vol. 48(1), pages 122-137, January.
    7. Michael Fritsch & Ronney Aamoucke, 2013. "Regional public research, higher education, and innovative start-ups: an empirical investigation," Small Business Economics, Springer, vol. 41(4), pages 865-885, December.
    8. Roland Andersson & John M. Quigley & Mats Wilhelmson, 2004. "University decentralization as regional policy: the Swedish experiment," Journal of Economic Geography, Oxford University Press, vol. 4(4), pages 371-388, August.
    9. Kristinn Hermannsson & Patrizio Lecca & J. Kim Swales, 2017. "How much does a single graduation cohort from further education colleges contribute to an open regional economy?," Spatial Economic Analysis, Taylor & Francis Journals, vol. 12(4), pages 429-451, October.
    10. 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.
    11. Nicola Francesco Dotti & Ugo Fratesi & Camilla Lenzi & Marco Percoco, 2013. "Local Labour Markets and the Interregional Mobility of Italian University Students," Spatial Economic Analysis, Taylor & Francis Journals, vol. 8(4), pages 443-468, March.
    12. Marco Di Cintio & Emanuele Grassi, 2013. "Internal migration and wages of Italian university graduates," Papers in Regional Science, Wiley Blackwell, vol. 92(1), pages 119-140, March.
    13. Claudia Curi & Cinzia Daraio & Patrick Llerena, 2012. "University technology transfer: how (in)efficient are French universities?," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 36(3), pages 629-654.
    14. 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.
    15. Ronald L. Whisler & Brigitte S. Waldorf & Gordon F. Mulligan & David A. Plane, 2008. "Quality of Life and the Migration of the College‐Educated: A Life‐Course Approach," Growth and Change, Wiley Blackwell, vol. 39(1), pages 58-94, March.
    16. Tina Haussen & Silke Uebelmesser, 2018. "Job changes and interregional migration of graduates," Regional Studies, Taylor & Francis Journals, vol. 52(10), pages 1346-1359, October.
    17. Daria Ciriaci, 2014. "Does University Quality Influence the Interregional Mobility of Students and Graduates? The Case of Italy," Regional Studies, Taylor & Francis Journals, vol. 48(10), pages 1592-1608, October.
    18. 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.
    19. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    20. Alessandra Faggian & Stephen Sheppard & Philip Mccann, 2006. "An Analysis of Gender Differences in UK Graduate Migration Behaviour," ERSA conference papers ersa06p16, European Regional Science Association.
    21. Geuna, Aldo & Piolatto, Matteo, 2016. "Research assessment in the UK and Italy: Costly and difficult, but probably worth it (at least for a while)," Research Policy, Elsevier, vol. 45(1), pages 260-271.
    22. Luisa Gagliardi, 2015. "Does skilled migration foster innovative performance? Evidence from British local areas," Papers in Regional Science, Wiley Blackwell, vol. 94(4), pages 773-794, November.
    23. Annamaria Nifo & Gaetano Vecchione, 2014. "Do Institutions Play a Role in Skilled Migration? The Case of Italy," Regional Studies, Taylor & Francis Journals, vol. 48(10), pages 1628-1649, October.
    24. 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.
    25. Manuel Acosta & Daniel Coronado & Esther Flores, 2011. "University spillovers and new business location in high-technology sectors: Spanish evidence," Small Business Economics, Springer, vol. 36(3), pages 365-376, April.
    26. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    27. 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.
    28. Jaison R. Abel & Richard Deitz, 2012. "Do colleges and universities increase their region's human capital?," Journal of Economic Geography, Oxford University Press, vol. 12(3), pages 667-691, May.
    29. 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.
    30. Gregory D. Wozniak, 1987. "Human Capital, Information, and the Early Adoption of New Technology," Journal of Human Resources, University of Wisconsin Press, vol. 22(1), pages 101-112.
    31. Alessandra Faggian & Philip McCann, 2009. "Human capital, graduate migration and innovation in British regions," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 33(2), pages 317-333, March.
    32. Edward L. Glaeser & Joshua D. Gottlieb, 2006. "Urban Resurgence and the Consumer City," Urban Studies, Urban Studies Journal Limited, vol. 43(8), pages 1275-1299, July.
    33. Alessandra Faggian & Philip McCann, 2006. "Human capital flows and regional knowledge assets: a simultaneous equation approach," Oxford Economic Papers, Oxford University Press, vol. 58(3), pages 475-500, July.
    34. Ornella W. Maietta & Cristian Barra & Roberto Zotti, 2017. "Innovation and University-Firm R&D Collaboration in the European Food and Drink Industry," Journal of Agricultural Economics, Wiley Blackwell, vol. 68(3), pages 749-780, September.
    35. Michael Fritsch & Viktor Slavtchev, 2011. "Determinants of the Efficiency of Regional Innovation Systems," Regional Studies, Taylor & Francis Journals, vol. 45(7), pages 905-918.
    36. 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.
    37. Jaison R. Abel & Richard Deitz, 2011. "The role of colleges and universities in building local human capital," Current Issues in Economics and Finance, Federal Reserve Bank of New York, vol. 17(Oct).
    38. 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.
    39. 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.
    40. Mansfield, Edwin, 1995. "Academic Research Underlying Industrial Innovations:," The Review of Economics and Statistics, MIT Press, vol. 77(1), pages 55-65, February.
    41. Aldo Geuna & Federica Rossi, 2015. "The University and the Economy," Books, Edward Elgar Publishing, number 15528.
    42. Edward L. Glaeser & Matthew G. Resseger, 2010. "The Complementarity Between Cities And Skills," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 221-244, February.
    43. G Di Pietro, 2005. "On Migration and Unemployment: Evidence from Italian Graduates," Economic Issues Journal Articles, Economic Issues, vol. 10(2), pages 11-28, September.
    44. Elisabetta Marinelli, 2013. "Sub-national Graduate Mobility and Knowledge Flows: An Exploratory Analysis of Onward- and Return-Migrants in Italy," Regional Studies, Taylor & Francis Journals, vol. 47(10), pages 1618-1633, November.
    45. Checchi, Daniele & Fiorio, Carlo V. & Leonardi, Marco, 2013. "Intergenerational persistence of educational attainment in Italy," Economics Letters, Elsevier, vol. 118(1), pages 229-232.
    46. Michael Fritsch, 2000. "Interregional Differences in R&D Activities—An Empirical Investigation," European Planning Studies, Taylor & Francis Journals, vol. 8(4), pages 409-427, August.
    47. 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.
    48. repec:elg:eechap:15528_6 is not listed on IDEAS
    49. 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.
    50. 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.
    51. Paul D. Gottlieb & George Joseph, 2006. "College‐To‐Work Migration Of Technology Graduates And Holders Of Doctorates Within The United States," Journal of Regional Science, Wiley Blackwell, vol. 46(4), pages 627-659, October.
    52. Amanda C. Helderman & Maarten Van Ham & Clara H. Mulder, 2006. "Migration And Home Ownership," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 97(2), pages 111-125, April.
    53. Alessandra Faggian & Isha Rajbhandari & Kathryn R. Dotzel, 2017. "The interregional migration of human capital and its regional consequences: a review," Regional Studies, Taylor & Francis Journals, vol. 51(1), pages 128-143, January.
    54. 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.
    55. Philippe Aghion, 2009. "Growth and Education," World Bank Publications - Books, The World Bank Group, number 27936.
    56. Ugo Fratesi & Marco Percoco, 2014. "Selective Migration, Regional Growth and Convergence: Evidence from Italy," Regional Studies, Taylor & Francis Journals, vol. 48(10), pages 1650-1668, October.
    57. Shawn Kantor & Alexander Whalley, 2014. "Knowledge Spillovers from Research Universities: Evidence from Endowment Value Shocks," The Review of Economics and Statistics, MIT Press, vol. 96(1), pages 171-188, March.
    58. Alessandra Faggian & Philip McCann & Stephen Sheppard, 2007. "Human Capital, Higher Education and Graduate Migration: An Analysis of Scottish and Welsh Students," Urban Studies, Urban Studies Journal Limited, vol. 44(13), pages 2511-2528, December.
    59. Guido Buenstorf & Matthias Geissler & Stefan Krabel, 2016. "Locations of labor market entry by German university graduates: is (regional) beauty in the eye of the beholder?," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 36(1), pages 29-49, February.
    60. Alessandra Faggian & Philip McCann & Stephen Sheppard, 2006. "An analysis of ethnic differences in UK graduate migration behaviour," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 40(2), pages 461-471, June.
    61. Maietta, Ornella Wanda, 2015. "Determinants of R&D University-Frim Collaboration and Its Impact on Innovation: a Perspective from the Italian Food and Drink Industry," 2015 Conference, August 9-14, 2015, Milan, Italy 225668, International Association of Agricultural Economists.
    62. Andrea Bonaccorsi & Massimo Colombo & Massimiliano Guerini & Cristina Rossi-Lamastra, 2013. "University specialization and new firm creation across industries," Small Business Economics, Springer, vol. 41(4), pages 837-863, December.
    63. Peter Arbo & Paul Benneworth, 2007. "Understanding the Regional Contribution of Higher Education Institutions: A Literature Review," OECD Education Working Papers 9, OECD Publishing.
    64. Shawn Kantor & Alexander Whalley, 2019. "Research Proximity and Productivity: Long-Term Evidence from Agriculture," Journal of Political Economy, University of Chicago Press, vol. 127(2), pages 819-854.
    65. Andrea Bonaccorsi & Massimo Colombo & Massimiliano Guerini & Cristina Rossi-Lamastra, 2014. "The impact of local and external university knowledge on the creation of knowledge-intensive firms: evidence from the Italian case," Small Business Economics, Springer, vol. 43(2), pages 261-287, August.
    66. 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.
    67. Alberto Dalmazzo & Guido De Blasio, 2007. "Skill-Biased Agglomeration Effects and Amenities: Theory with an Application to Italian Cities," Department of Economics University of Siena 503, Department of Economics, University of Siena.
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    3. Jinqi Chen & Lingying Pan, 2024. "Impact of the Coupling Coordination Degree of Human Capital and Infrastructure on High-Quality Economic Development: Empirical Evidence from Chinese Cities," Sustainability, MDPI, vol. 16(20), pages 1-24, October.
    4. Bertoletti, Alice & Berbegal-Mirabent, Jasmina & Agasisti, Tommaso, 2022. "Higher education systems and regional economic development in Europe: A combined approach using econometric and machine learning methods," Socio-Economic Planning Sciences, Elsevier, vol. 82(PA).
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