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Patents, Technological Inputs And Spillovers Among Regions

Author

Listed:
  • Mercedes Gumbau Albert

    (Universitat de València)

  • Joaquín Maudos Villarroya

    (Instituto Valenciano de Investigaciones Económicas)

Abstract
This paper analyses the importance of different technological inputs (R&D and human capital) and different spillovers in explaining the differences in patenting among Spanish regions in the period 1986-2003. The analysis is based on the estimation of a knowledge production function. A region¿s own R&D activities and human capital are observed to have a positive significant effect on innovation output, measured by the number of patents. R&D spillovers weighted by the distance and the volume of trade flows between regions cause positive effects on a region¿s patents. However, distance matters more than the intensity of trade flows and the R&D spillover effects between regions are bounded: spillovers from closer regions perform better than spillovers from distant regions. On the opposite side, human capital spillovers do not cause any effect outside the region itself. El trabajo analiza la importancia de diferentes inputs tecnológicos (I+D y capital humano) y sus correspondientes efectos spillover en la explicación de las diferencias en la propensión a patentar de la regiones españolas en el periodo 1986-2003. El análisis se basa en la estimación de una función de producción de conocimiento. Los resultados indican que el gasto en I+D y el capital humano de cada región afectan positivamente a la actividad innovadora (nmero de patentes). Los efectos spillover asociados al gasto en I+D (ponderados por la distancia kilométrica y los flujos comerciales) afectan positivamente al número de patentes. Sin embargo, la distancia importa más que la intensidad de los flujos comerciales. Los spillovers tecnológicos están acotados ya que son más importantes los asociados a las regiones más próximas. Por el contrario, los efectos spillover procedentes del capital humano no tienen efectos fuera de la propia region considerada.

Suggested Citation

  • Mercedes Gumbau Albert & Joaquín Maudos Villarroya, 2006. "Patents, Technological Inputs And Spillovers Among Regions," Working Papers. Serie EC 2006-11, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
  • Handle: RePEc:ivi:wpasec:2006-11
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    References listed on IDEAS

    as
    1. Bayoumi, Tamim & Coe, David T. & Helpman, Elhanan, 1999. "R&D spillovers and global growth," Journal of International Economics, Elsevier, vol. 47(2), pages 399-428, April.
    2. Hall, Bronwyn H & Griliches, Zvi & Hausman, Jerry A, 1986. "Patents and R and D: Is There a Lag?," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 27(2), pages 265-283, June.
    3. Jaffe, Adam B, 1986. "Technological Opportunity and Spillovers of R&D: Evidence from Firms' Patents, Profits, and Market Value," American Economic Review, American Economic Association, vol. 76(5), pages 984-1001, December.
    4. Zvi Griliches, 1984. "R&D, Patents, and Productivity," NBER Books, National Bureau of Economic Research, Inc, number gril84-1.
    5. Valentina Meliciani, 2000. "The relationship between R&D, investment and patents: a panel data analysis," Applied Economics, Taylor & Francis Journals, vol. 32(11), pages 1429-1437.
    6. Blundell, Richard & Griffith, Rachel & Windmeijer, Frank, 2002. "Individual effects and dynamics in count data models," Journal of Econometrics, Elsevier, vol. 108(1), pages 113-131, May.
    7. Coe, David T. & Helpman, Elhanan, 1995. "International R&D spillovers," European Economic Review, Elsevier, vol. 39(5), pages 859-887, May.
    8. 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.
    9. repec:fth:harver:1473 is not listed on IDEAS
    10. Bernstein, Jeffrey I. & Mohnen, Pierre, 1998. "International R&D spillovers between U.S. and Japanese R&D intensive sectors," Journal of International Economics, Elsevier, vol. 44(2), pages 315-338, April.
    11. Grossman, Gene M & Helpman, Elhanan, 1994. "Protection for Sale," American Economic Review, American Economic Association, vol. 84(4), pages 833-850, September.
    12. Barro, Robert J. & Lee, Jong-Wha, 1994. "Sources of economic growth," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 40(1), pages 1-46, June.
    13. Yih-Chyi Chuang & Pi-Fum Hsu, 2004. "FDI, trade, and spillover efficiency: evidence from China's manufacturing sector," Applied Economics, Taylor & Francis Journals, vol. 36(10), pages 1103-1115.
    14. Zvi Griliches, 1998. "Patent Statistics as Economic Indicators: A Survey," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 287-343, National Bureau of Economic Research, Inc.
    15. Audretsch, David B & Feldman, Maryann P, 1996. "R&D Spillovers and the Geography of Innovation and Production," American Economic Review, American Economic Association, vol. 86(3), pages 630-640, June.
    16. 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.
    17. Ciccone, Antonio & Hall, Robert E, 1996. "Productivity and the Density of Economic Activity," American Economic Review, American Economic Association, vol. 86(1), pages 54-70, March.
    18. Zoltan J. Acs & Luc Anselin & Attila Varga, 2008. "Patents and Innovation Counts as Measures of Regional Production of New Knowledge," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 11, pages 135-151, Edward Elgar Publishing.
    19. Glaeser, Edward L & Hedi D. Kallal & Jose A. Scheinkman & Andrei Shleifer, 1992. "Growth in Cities," Journal of Political Economy, University of Chicago Press, vol. 100(6), pages 1126-1152, December.
      • Edward L. Glaeser & Hedi D. Kallal & Jose A. Scheinkman & Andrei Shleifer, 1991. "Growth in Cities," NBER Working Papers 3787, National Bureau of Economic Research, Inc.
      • Glaeser, Edward Ludwig & Kallal, Hedi D. & Scheinkman, Jose A. & Shleifer, Andrei, 1992. "Growth in Cities," Scholarly Articles 3451309, Harvard University Department of Economics.
    20. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    21. Cincera, Michele, 1997. "Patents, R&D, and Technological Spillovers at the Firm Level: Some Evidence from Econometric Count Models for Panel Data," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 12(3), pages 265-280, May-June.
    22. Gradstein, Mark & Justman, Moshe, 2000. "Human capital, social capital, and public schooling," European Economic Review, Elsevier, vol. 44(4-6), pages 879-890, May.
    23. Bottazzi, Laura & Peri, Giovanni, 2003. "Innovation and spillovers in regions: Evidence from European patent data," European Economic Review, Elsevier, vol. 47(4), pages 687-710, August.
    24. Black, Sandra E & Lynch, Lisa M, 1996. "Human-Capital Investments and Productivity," American Economic Review, American Economic Association, vol. 86(2), pages 263-267, May.
    25. Lumenga-Neso, Olivier & Olarreaga, Marcelo & Schiff, Maurice, 2005. "On `indirect' trade-related R&D spillovers," European Economic Review, Elsevier, vol. 49(7), pages 1785-1798, October.
    26. Fritsch, Michael & Franke, Grit, 2004. "Innovation, regional knowledge spillovers and R&D cooperation," Research Policy, Elsevier, vol. 33(2), pages 245-255, March.
    27. Bronwyn H. Hall & Zvi Griliches & Jerry A. Hausman, 1984. "Patents and R&D: Is There A Lag?," NBER Working Papers 1454, National Bureau of Economic Research, Inc.
    28. Coe, David T & Helpman, Elhanan & Hoffmaister, Alexander W, 1997. "North-South R&D Spillovers," Economic Journal, Royal Economic Society, vol. 107(440), pages 134-149, January.
    29. Paul Almeida & Bruce Kogut, 1999. "Localization of Knowledge and the Mobility of Engineers in Regional Networks," Management Science, INFORMS, vol. 45(7), pages 905-917, July.
    30. Basberg, Bjorn L., 1987. "Patents and the measurement of technological change: A survey of the literature," Research Policy, Elsevier, vol. 16(2-4), pages 131-141, August.
    31. Engelbrecht, Hans-Jurgen, 1997. "International R&D spillovers, human capital and productivity in OECD economies: An empirical investigation," European Economic Review, Elsevier, vol. 41(8), pages 1479-1488, August.
    32. Jones, Charles I, 1995. "R&D-Based Models of Economic Growth," Journal of Political Economy, University of Chicago Press, vol. 103(4), pages 759-784, August.
    33. Cohen, Wesley M & Levinthal, Daniel A, 1989. "Innovation and Learning: The Two Faces of R&D," Economic Journal, Royal Economic Society, vol. 99(397), pages 569-596, September.
    34. Patrick Rondé & Caroline Hussler, 2005. "Innovation in Regions : What Does Really Matter?," Post-Print hal-00279142, HAL.
    35. 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.
    36. Ronde, Patrick & Hussler, Caroline, 2005. "Innovation in regions: What does really matter?," Research Policy, Elsevier, vol. 34(8), pages 1150-1172, October.
    37. Hans-Jurgen Engelbrecht, 2002. "Human capital and international knowledge spillovers in TFP growth of a sample of developing countries: an exploration of alternative approaches," Applied Economics, Taylor & Francis Journals, vol. 34(7), pages 831-841.
    38. Cannon, Edmund, 2000. "Human Capital: Level versus Growth Effects," Oxford Economic Papers, Oxford University Press, vol. 52(4), pages 670-676, October.
    39. Spence, Michael, 1984. "Cost Reduction, Competition, and Industry Performance," Econometrica, Econometric Society, vol. 52(1), pages 101-121, January.
    40. Michele Cincera & Bruno Van Pottelsberghe, 2001. "International R&D spillovers: a survey," Brussels Economic Review, ULB -- Universite Libre de Bruxelles, vol. 169(169), pages 3-31.
    41. Eaton, Jonathan & Kortum, Samuel, 1999. "International Technology Diffusion: Theory and Measurement," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 40(3), pages 537-570, August.
    42. Pierre Mohnen, 1992. "International R&D Spillovers," Cahiers de recherche du Département des sciences économiques, UQAM 9208, Université du Québec à Montréal, Département des sciences économiques.
    43. Attila Varga, 1998. "Local academic knowledge spillovers and the concentration of economic activity," ERSA conference papers ersa98p493, European Regional Science Association.
    44. Börje Johansson & Charlie Karlsson & Roger R. Stough (ed.), 2002. "Regional Policies and Comparative Advantage," Books, Edward Elgar Publishing, number 2545.
    45. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    Full references (including those not matched with items on IDEAS)

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    2. Amitrajeet A. Batabyal & Hamid Beladi, 2017. "Patent Protection in a Model of Economic Growth in Multiple Regions," Networks and Spatial Economics, Springer, vol. 17(1), pages 255-268, March.
    3. Kurt A. Hafner & Bernardí Cabrer Borrás, 2017. "Technology spillover effects within Spanish communities," Applied Economics, Taylor & Francis Journals, vol. 49(55), pages 5614-5626, November.
    4. Rosalia Castellano & Gaetano Musella & Gennaro Punzo, 2023. "Does context matter? Exploring the effects of productive structures on the relationship between innovation and workforce skills’ complementarity," Quality & Quantity: International Journal of Methodology, Springer, vol. 57(3), pages 1991-2011, June.
    5. Pedro de Faria & Francisco Lima, 2012. "Interdependence and spillovers: is firm performance affected by others’ innovation activities?," Applied Economics, Taylor & Francis Journals, vol. 44(36), pages 4765-4775, December.
    6. Pérez, María & Orea, Luis, 2011. "Productivity growth and its determinants in the Spanish provinces: Do within-regions differences matter?," Efficiency Series Papers 2011/02, University of Oviedo, Department of Economics, Oviedo Efficiency Group (OEG).
    7. Xue, Biao & Lin, Yan & Ren, Fangxiao & Li, Runfo, 2024. "Business environment ecosystem and manufacturing upgrading: A configurational approach," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 1225-1237.
    8. Sebastian Benz & Mario Larch & Markus Zimmer, 2015. "Trade in ideas: outsourcing and knowledge spillovers," International Economics and Economic Policy, Springer, vol. 12(2), pages 221-237, June.
    9. 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.
    10. Rosalia Castellano & Gaetano Musella & Gennaro Punzo, 2024. "How Do Agglomeration Externalities and Workforce Skills Drive Innovation? Empirical Evidence from Italy," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(2), pages 6737-6760, June.
    11. Pradhan, Jaya Prakash, 2011. "Regional heterogeneity and firms’ innovation: the role of regional factors in industrial R&D in India," MPRA Paper 28096, University Library of Munich, Germany.
    12. 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.
    13. Kamilia Loukil, 2016. "Innovation Policy and R&D Efficiency in Emerging Countries: a Stochastic Frontier Analysis," Eastern European Business and Economics Journal, Eastern European Business and Economics Studies Centre, vol. 2(3), pages 165-192.
    14. Orea, Luis & Álvarez, Inmaculada C., 2019. "Spatial Production Economics," Efficiency Series Papers 2019/06, University of Oviedo, Department of Economics, Oviedo Efficiency Group (OEG).
    15. Charles Braymen & Kristie Briggs & Jessica Boulware, 2011. "R&D and the Export Decision of New Firms," Southern Economic Journal, John Wiley & Sons, vol. 78(1), pages 191-210, July.
    16. Kamilia Loukil, 2016. "Foreign Direct Investment And Technological Innovation In Developing Countries," Oradea Journal of Business and Economics, University of Oradea, Faculty of Economics, vol. 1(2), pages 31-40, September.
    17. Amitrajeet A. Batabyal & Peter Nijkamp, 2013. "Human capital use, innovation, patent protection, and economic growth in multiple regions," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 22(2), pages 113-126, March.
    18. Mengyao Liu & Hongli Jiang, 2022. "Can the Energy-Consumption Permit Trading Scheme Curb SO 2 Emissions? Evidence from a Quasi-Natural Experiment in China," Sustainability, MDPI, vol. 14(24), pages 1-20, December.
    19. Neves, Pedro Cunha & Sequeira, Tiago Neves, 2018. "Spillovers in the production of knowledge: A meta-regression analysis," Research Policy, Elsevier, vol. 47(4), pages 750-767.
    20. Chuang Li & Qingqing Liu & Qing Li & Hailing Wang, 2022. "Does Innovative Industrial Agglomeration Promote Environmentally-Friendly Development? Evidence from Chinese Prefecture-Level Cities," Sustainability, MDPI, vol. 14(20), pages 1-21, October.

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    More about this item

    Keywords

    patentes; I+D; capital humano; spillovers patents; R&D; human capital; spillovers;
    All these keywords.

    JEL classification:

    • O18 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Urban, Rural, Regional, and Transportation Analysis; Housing; Infrastructure
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • 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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