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Determinants of spatial knowledge spillovers in Italian provinces

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  • Caragliu, Andrea
  • Del Bo, Chiara

Abstract

Statistical evidence suggests that the relevance of knowledge spillovers has increased over time. In this paper we focus on regional knowledge spillovers and adopt a new econometric transformation that allows inference on potential inter-regional knowledge spillovers, accounting for spatial interdependencies. Determinants of inter-regional knowledge spillovers are explained with a sample of 103 Italian provinces. We find that a region's absorptive capacity, measured by local R&D expenditure and social capital, implies a reduction of outward knowledge spillovers. Identification is based on the use of Two Stages Least Squares and Fixed Effects estimates.

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  • Caragliu, Andrea & Del Bo, Chiara, 2011. "Determinants of spatial knowledge spillovers in Italian provinces," Socio-Economic Planning Sciences, Elsevier, vol. 45(1), pages 28-37, March.
    • Handle: RePEc:eee:soceps:v:45:y:2011:i:1:p:28-37
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    as
    1. Massimo Florio, 2006. "Cost-benefit analysis and the European union cohesion fund: On the social cost of capital and labour," Regional Studies, Taylor & Francis Journals, vol. 40(2), pages 211-224.
    2. 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.
    3. Hikaru Ogawa & David E. Wildasin, 2009. "Think Locally, Act Locally: Spillovers, Spillbacks, and Efficient Decentralized Policymaking," American Economic Review, American Economic Association, vol. 99(4), pages 1206-1217, September.
    4. Chad Syverson, 2011. "What Determines Productivity?," Journal of Economic Literature, American Economic Association, vol. 49(2), pages 326-365, June.
    5. Adam B. Jaffe & Manuel Trajtenberg & Rebecca Henderson, 1993. "Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 577-598.
    6. Briant, A. & Combes, P.-P. & Lafourcade, M., 2010. "Dots to boxes: Do the size and shape of spatial units jeopardize economic geography estimations?," Journal of Urban Economics, Elsevier, vol. 67(3), pages 287-302, May.
    7. Hall, B. & Jaffe, A. & Trajtenberg, M., 2001. "The NBER Patent Citations Data File: Lessons, Insights and Methodological Tools," Papers 2001-29, Tel Aviv.
    8. Ariél Pakes & Zvi Griliches, 1984. "Estimating Distributed Lags in Short Panels with an Application to the Specification of Depreciation Patterns and Capital Stock Constructs," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 51(2), pages 243-262.
    9. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2006. "Does Culture Affect Economic Outcomes?," Journal of Economic Perspectives, American Economic Association, vol. 20(2), pages 23-48, Spring.
    10. Luc Anselin & Attila Varga & Zoltan Acs, 2008. "Local Geographic Spillovers Between University Research and High Technology Innovations," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 9, pages 95-121, Edward Elgar Publishing.
    11. Enrico Moretti, 2002. "Human Capital Spillovers in Manufacturing: Evidence from Plant-Level Production Functions," NBER Working Papers 9316, National Bureau of Economic Research, Inc.
    12. Mark Doms & Eric J. Bartelsman, 2000. "Understanding Productivity: Lessons from Longitudinal Microdata," Journal of Economic Literature, American Economic Association, vol. 38(3), pages 569-594, September.
    13. Eaton, Jonathan & Kortum, Samuel, 1996. "Trade in ideas Patenting and productivity in the OECD," Journal of International Economics, Elsevier, vol. 40(3-4), pages 251-278, May.
    14. Peri Giovanni, 2004. "Socio-Cultural Variables and Economic Success: Evidence from Italian Provinces 1951-1991," The B.E. Journal of Macroeconomics, De Gruyter, vol. 4(1), pages 1-36, September.
    15. CORCOS, Gregory & DEL GATTO, Massimo & MION, Giordano & OTTAVIANO, Gianmarco I.P., 2007. "Productivity and firm selection: intra- vs international trade," LIDAM Discussion Papers CORE 2007060, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    16. 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.
    17. Chen, Natalie, 2004. "Intra-national versus international trade in the European Union: why do national borders matter?," Journal of International Economics, Elsevier, vol. 63(1), pages 93-118, May.
    18. Combes, Pierre-Philippe & Duranton, Gilles & Gobillon, Laurent, 2008. "Spatial wage disparities: Sorting matters!," Journal of Urban Economics, Elsevier, vol. 63(2), pages 723-742, March.
    19. Andrea Caragliu & Peter Nijkamp, 2008. "The Impact of Regional Absorptive Capacity on Spatial Knowledge Spillovers," Tinbergen Institute Discussion Papers 08-119/3, Tinbergen Institute.
    20. Giovanni Dosi, 2000. "Sources, Procedures, and Microeconomic Effects of Innovation," Chapters, in: Innovation, Organization and Economic Dynamics, chapter 2, pages 63-114, Edward Elgar Publishing.
    21. Andrea Caragliu & Chiara Del Bo & Peter Nijkamp, 2012. "A Map of Human Capital in European Cities," Chapters, in: Marina van Geenhuizen & Peter Nijkamp (ed.), Creative Knowledge Cities, chapter 9, Edward Elgar Publishing.
    22. Buti,Marco & Deroose,Servaas & Gaspar,Vitor & Martins,João Nogueira (ed.), 2010. "The Euro," Cambridge Books, Cambridge University Press, number 9789279098420, November.
    23. Bronzini, Raffaello & Piselli, Paolo, 2009. "Determinants of long-run regional productivity with geographical spillovers: The role of R&D, human capital and public infrastructure," Regional Science and Urban Economics, Elsevier, vol. 39(2), pages 187-199, March.
    24. Lee G. Branstetter & Raymond Fisman & C. Fritz Foley, 2006. "Do Stronger Intellectual Property Rights Increase International Technology Transfer? Empirical Evidence from U. S. Firm-Level Panel Data," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(1), pages 321-349.
    25. Mario A. Maggioni & Mario Nosvelli & Teodora Erika Uberti, 2007. "Space versus networks in the geography of innovation: A European analysis," Papers in Regional Science, Wiley Blackwell, vol. 86(3), pages 471-493, August.
    26. Ron Boschma, 2005. "Proximity and Innovation: A Critical Assessment," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 61-74.
    27. Giuseppe Folloni & Giorgio Vittadini, 2010. "Human Capital Measurement: A Survey," Journal of Economic Surveys, Wiley Blackwell, vol. 24(2), pages 248-279, April.
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    Cited by:

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    2. Juan Lin & Zhou Yu & Yehua Dennis Wei & Mingfeng Wang, 2017. "Internet Access, Spillover and Regional Development in China," Sustainability, MDPI, vol. 9(6), pages 1-18, June.
    3. repec:elg:eechap:14395_24 is not listed on IDEAS
    4. Cristian Barra & Nazzareno Ruggiero, 2022. "On the impact of knowledge and institutional spillovers on RIS efficiency. Evidence from Italian regional level," Growth and Change, Wiley Blackwell, vol. 53(2), pages 702-752, June.
    5. Andrea Caragliu & Peter Nijkamp, 2013. "Space and Knowledge Spillovers in European Regions," Tinbergen Institute Discussion Papers 13-148/VIII, Tinbergen Institute.
    6. Moutinho, Ricardo & Au-Yong-Oliveira, Manuel & Coelho, Arnaldo & Manso, José Pires, 2015. "Beyond the “Innovation's Black-Box”: Translating R&D outlays into employment and economic growth," Socio-Economic Planning Sciences, Elsevier, vol. 50(C), pages 45-58.
    7. Aniello Ferraro & Massimiliano Cerciello & Massimiliano Agovino & Antonio Garofalo, 2019. "The role of cultural consumption in reducing social exclusion: empirical evidence from Italy in a spatial framework," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 36(1), pages 139-166, April.
    8. Katharina Fellnhofer, 2017. "Facilitating entrepreneurial discovery in smart specialisation via stakeholder participation within online mechanisms for knowledge-based policy advice," Cogent Business & Management, Taylor & Francis Journals, vol. 4(1), pages 1296802-129, January.

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