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Knowledge externalities and sectoral interdependences: Evidence from an open economy perspective

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  • Gehringer, Agnieszka

Abstract

The paper studies how producers and users benefit from reciprocal innovative activities. Ideally, such gains translate in an increased innovative dynamics of knowledge receivers, who accrue pecuniary knowledge externalities and take advantage of these external effects in their own activity. In principle, nothing prevents that, in an increasingly integrated world, knowledge externalities would be generated both in purely domestic as well as cross-country knowledge-based transactions. Nevertheless, the evidence reported in the paper suggests that localized rather than international knowledge externalities are dominating. In the empirical analysis based on a panel of 23 2-digit manufacturing and service sectors in 15 EU countries (1995–2007), dynamic panel techniques permitting to account for the possible reverse causality in the underlying relations are implemented.

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  • Gehringer, Agnieszka, 2016. "Knowledge externalities and sectoral interdependences: Evidence from an open economy perspective," Technological Forecasting and Social Change, Elsevier, vol. 102(C), pages 240-249.
  • Handle: RePEc:eee:tefoso:v:102:y:2016:i:c:p:240-249
    DOI: 10.1016/j.techfore.2015.09.011
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    1. Castellacci, Fulvio, 2010. "The internationalization of firms in the service industries: channels, determinants and sectoral patterns," MPRA Paper 26548, University Library of Munich, Germany.
    2. Sofronis K. Clerides & Saul Lach & James R. Tybout, 1998. "Is Learning by Exporting Important? Micro-Dynamic Evidence from Colombia, Mexico, and Morocco," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(3), pages 903-947.
    3. Coe, David T. & Helpman, Elhanan, 1995. "International R&D spillovers," European Economic Review, Elsevier, vol. 39(5), pages 859-887, May.
    4. Antonelli, Cristiano, 2008. "Pecuniary Externalities: the Convergence of Directed Technological Change and the Emergence of Innovation Systems," Department of Economics and Statistics Cognetti de Martiis LEI & BRICK - Laboratory of Economics of Innovation "Franco Momigliano", Bureau of Research in Innovation, Complexity and Knowledge, Collegio 200807, University of Turin.
    5. Adam B. Jaffe & Manuel Trajtenberg & Rebecca Henderson, 1993. "Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations," The Quarterly Journal of Economics, Oxford University Press, vol. 108(3), pages 577-598.
    6. Wolfgang Keller, 2002. "Geographic Localization of International Technology Diffusion," American Economic Review, American Economic Association, vol. 92(1), pages 120-142, March.
    7. Brian J. Aitken & Ann E. Harrison, 2022. "Do Domestic Firms Benefit from Direct Foreign Investment? Evidence from Venezuela," World Scientific Book Chapters, in: Globalization, Firms, and Workers, chapter 6, pages 139-152, World Scientific Publishing Co. Pte. Ltd..
    8. Keller, Wolfgang, 1998. "Are international R&D spillovers trade-related?: Analyzing spillovers among randomly matched trade partners," European Economic Review, Elsevier, vol. 42(8), pages 1469-1481, September.
    9. Wolfgang Keller & Stephen R. Yeaple, 2009. "Multinational Enterprises, International Trade, and Productivity Growth: Firm-Level Evidence from the United States," The Review of Economics and Statistics, MIT Press, vol. 91(4), pages 821-831, November.
    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. Gene M. Grossman & Elhanan Helpman, 1991. "Quality Ladders in the Theory of Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(1), pages 43-61.
    12. Wolfgang Keller, 2004. "International Technology Diffusion," Journal of Economic Literature, American Economic Association, vol. 42(3), pages 752-782, September.
    13. Megan MacGarvie, 2006. "Do Firms Learn from International Trade?," The Review of Economics and Statistics, MIT Press, vol. 88(1), pages 46-60, February.
    14. 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.
    15. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    16. Arnold Tukker, 2004. "Eight types of product–service system: eight ways to sustainability? Experiences from SusProNet," Business Strategy and the Environment, Wiley Blackwell, vol. 13(4), pages 246-260, July.
    17. 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.
    18. Aw, Bee Yan & Chen, Xiaomin & Roberts, Mark J., 2001. "Firm-level evidence on productivity differentials and turnover in Taiwanese manufacturing," Journal of Development Economics, Elsevier, vol. 66(1), pages 51-86, October.
    19. Antonelli, Cristiano & Gehringer, Agnieszka, 2015. "Knowledge externalities and demand pull: The European evidence," Economic Systems, Elsevier, vol. 39(4), pages 608-631.
    20. Bernard, Andrew B. & Bradford Jensen, J., 1999. "Exceptional exporter performance: cause, effect, or both?," Journal of International Economics, Elsevier, vol. 47(1), pages 1-25, February.
    21. Lane, Philip R. & Milesi-Ferretti, Gian Maria, 2007. "The external wealth of nations mark II: Revised and extended estimates of foreign assets and liabilities, 1970-2004," Journal of International Economics, Elsevier, vol. 73(2), pages 223-250, November.
    22. Beata Smarzynska Javorcik, 2004. "Does Foreign Direct Investment Increase the Productivity of Domestic Firms? In Search of Spillovers Through Backward Linkages," American Economic Review, American Economic Association, vol. 94(3), pages 605-627, June.
    23. Agnieszka Gehringer, 2012. "A New Sectoral Taxonomy Based On Pecuniary Knowledge Externalities: Knowledge Interactions In A Vertically Integrated System," Economic Systems Research, Taylor & Francis Journals, vol. 24(1), pages 35-55, December.
    24. Branstetter, Lee, 2006. "Is foreign direct investment a channel of knowledge spillovers? Evidence from Japan's FDI in the United States," Journal of International Economics, Elsevier, vol. 68(2), pages 325-344, March.
    25. Jonathan E. Haskel & Sonia C. Pereira & Matthew J. Slaughter, 2007. "Does Inward Foreign Direct Investment Boost the Productivity of Domestic Firms?," The Review of Economics and Statistics, MIT Press, vol. 89(3), pages 482-496, August.
    26. 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.
    27. Agnieszka Gehringer, 2011. "Pecuniary Knowledge Externalities across European Countries—Are there Leading Sectors?," Industry and Innovation, Taylor & Francis Journals, vol. 18(4), pages 415-436.
    28. Howitt, Peter & Aghion, Philippe, 1998. "Capital Accumulation and Innovation as Complementary Factors in Long-Run Growth," Journal of Economic Growth, Springer, vol. 3(2), pages 111-130, June.
    29. D. W. Jorgenson & Z. Griliches, 1967. "The Explanation of Productivity Change," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 34(3), pages 249-283.
    30. Agnieszka Gehringer, 2011. "Pecuniary knowledge externalities and innovation: intersectoral linkages and their effects beyond technological spillovers," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 20(5), pages 495-515.
    31. 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.
    32. Branstetter, Lee G., 2001. "Are knowledge spillovers international or intranational in scope?: Microeconometric evidence from the U.S. and Japan," Journal of International Economics, Elsevier, vol. 53(1), pages 53-79, February.
    33. 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.
    34. Irwin, Douglas A & Klenow, Peter J, 1994. "Learning-by-Doing Spillovers in the Semiconductor Industry," Journal of Political Economy, University of Chicago Press, vol. 102(6), pages 1200-1227, December.
    35. Cristiano Antonelli, 2008. "Pecuniary knowledge externalities: the convergence of directed technological change and the emergence of innovation systems," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 17(5), pages 1049-1070, October.
    36. Baptista, Rui & Swann, Peter, 1998. "Do firms in clusters innovate more?," Research Policy, Elsevier, vol. 27(5), pages 525-540, September.
    37. Swann, G. M. Peter & Prevezer, Martha & Stout, David (ed.), 1998. "The Dynamics of Industrial Clustering: International Comparisons in Computing and Biotechnology," OUP Catalogue, Oxford University Press, number 9780198289593, Decembrie.
    38. Pier P. Saviotti, 1996. "Technological Evolution, Variety and the Economy," Books, Edward Elgar Publishing, number 727.
    39. Wolfgang Ulaga & Werner Reinartz, 2011. "Hybrid Offerings: How Manufacturing Firms Combine Goods and Services Successfully," Post-Print hal-00642039, HAL.
    40. Dosi, Giovanni & Nelson, Richard R, 1994. "An Introduction to Evolutionary Theories in Economics," Journal of Evolutionary Economics, Springer, vol. 4(3), pages 153-172, September.
    41. Haddad, Mona & Harrison, Ann, 1993. "Are there positive spillovers from direct foreign investment? : Evidence from panel data for Morocco," Journal of Development Economics, Elsevier, vol. 42(1), pages 51-74, October.
    42. Lane, Philip & Milesi-Ferretti, Gian Maria, "undated". "External Wealth of Nations," Instructional Stata datasets for econometrics extwealth, Boston College Department of Economics.
    43. Baptista, Rui, 2000. "Do innovations diffuse faster within geographical clusters?," International Journal of Industrial Organization, Elsevier, vol. 18(3), pages 515-535, April.
    44. Jonathan Eaton & Samuel Kortum, 1996. "Measuring Technology Diffusion and the International Sources of Growth," Eastern Economic Journal, Eastern Economic Association, vol. 22(4), pages 401-410, Fall.
    45. Rui Baptista, 1999. "The Diffusion of Process Innovations: A Selective Review," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 6(1), pages 107-129.
    46. Cristiano Antonelli & Agnieszka Gehringer, 2015. "The competent demand pull hypothesis: which sectors do play a role?," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 32(1), pages 97-134, April.
    47. Venturini, Francesco, 2015. "The modern drivers of productivity," Research Policy, Elsevier, vol. 44(2), pages 357-369.
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    Cited by:

    1. Antonelli, Cristiano & Gehringer, Agnieszka, 2015. "Knowledge externalities and demand pull: The European evidence," Economic Systems, Elsevier, vol. 39(4), pages 608-631.
    2. Chen, Ping-Chuan & Hung, Shiu-Wan, 2016. "An actor-network perspective on evaluating the R&D linking efficiency of innovation ecosystems," Technological Forecasting and Social Change, Elsevier, vol. 112(C), pages 303-312.
    3. Stephan, Annegret & Bening, Catharina R. & Schmidt, Tobias S. & Schwarz, Marius & Hoffmann, Volker H., 2019. "The role of inter-sectoral knowledge spillovers in technological innovations: The case of lithium-ion batteries," Technological Forecasting and Social Change, Elsevier, vol. 148(C).

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    More about this item

    Keywords

    Knowledge externalities; Sector-level data; International knowledge spillovers; Productivity; Manufacturing; Services;
    All these keywords.

    JEL classification:

    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General
    • F12 - International Economics - - Trade - - - Models of Trade with Imperfect Competition and Scale Economies; Fragmentation

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