IDEAS home Printed from https://ideas.repec.org/a/taf/applec/44y2012i36p4765-4775.html
   My bibliography  Save this article

Interdependence and spillovers: is firm performance affected by others’ innovation activities?

Author

Listed:
  • Pedro de Faria
  • Francisco Lima

Abstract

The creation of new knowledge is a case in which agents' behaviour can affect the performance of other actors positively, given that new knowledge creates positive externalities in the market. In this context, we investigate the existence of performance spillovers associated with innovation activities by quantifying the innovation produced in surrounding firms and controlling for the fact that a firm is itself an innovation producer. We use data from the Third Community Innovation Survey (CIS III) that measures innovation in a broad way, not reducing it to R&D and patents, which departs from previous literature on spillovers. Furthermore, to tackle the endogeneity of the innovation variables on the firm production decision, we resort to the firm intellectual property protection methods as an instrument. We found a positive spillover of innovation on firm value added. The results also show that process innovation spillovers are more prevalent than product innovation spillovers.

Suggested Citation

  • 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.
  • Handle: RePEc:taf:applec:44:y:2012:i:36:p:4765-4775
    DOI: 10.1080/00036846.2011.560108
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1080/00036846.2011.560108
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1080/00036846.2011.560108?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Syoum Negassi, 2009. "International R&D spillovers and economic performance of firms: an empirical study using random coefficient models," Applied Economics, Taylor & Francis Journals, vol. 41(8), pages 947-976.
    3. Joshua D. Angrist & Alan B. Krueger, 2001. "Instrumental Variables and the Search for Identification: From Supply and Demand to Natural Experiments," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 69-85, Fall.
    4. Luigi Aldieri & Michele Cincera, 2009. "Geographic and technological R&D spillovers within the triad: micro evidence from US patents," The Journal of Technology Transfer, Springer, vol. 34(2), pages 196-211, April.
    5. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    6. 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.
    7. Zvi Griliches, 1998. "Productivity, R&D, and Basic Research at the Firm Level in the 1970s," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 82-99, National Bureau of Economic Research, Inc.
    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. Wolfgang Keller, 2002. "Geographic Localization of International Technology Diffusion," American Economic Review, American Economic Association, vol. 92(1), pages 120-142, March.
    10. Edwin Mansfield & John Rapoport & Anthony Romeo & Samuel Wagner & George Beardsley, 1977. "Social and Private Rates of Return from Industrial Innovations," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 91(2), pages 221-240.
    11. Ornaghi, Carmine, 2006. "Spillovers in product and process innovation: Evidence from manufacturing firms," International Journal of Industrial Organization, Elsevier, vol. 24(2), pages 349-380, March.
    12. Wolfgang Keller, 2004. "International Technology Diffusion," Journal of Economic Literature, American Economic Association, vol. 42(3), pages 752-782, September.
    13. 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.
    14. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    15. Gamal Atallah, 2002. "Vertical R&D Spillovers, Cooperation, Market Structure, and Innovation," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 11(3), pages 179-209.
    16. Crespi, Gustavo & Criscuolo, Chiara & Haskel, Jonathan E. & Slaughter, Matthew, 2007. "Productivity growth, knowledge flows and spillovers," LSE Research Online Documents on Economics 19735, London School of Economics and Political Science, LSE Library.
    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. Kafouros, Mario I. & Buckley, Peter J., 2008. "Under what conditions do firms benefit from the research efforts of other organizations?," Research Policy, Elsevier, vol. 37(2), pages 225-239, March.
    19. Spyros Arvanitis & Nora Sydow & Martin Woerter, 2008. "Is there any Impact of University–Industry Knowledge Transfer on Innovation and Productivity? An Empirical Analysis Based on Swiss Firm Data," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 32(2), pages 77-94, March.
    20. M. Ishaq Nadiri, 1993. "Innovations and Technological Spillovers," NBER Working Papers 4423, National Bureau of Economic Research, Inc.
    21. Hall, Bronwyn H. & Mairesse, Jacques, 1995. "Exploring the relationship between R&D and productivity in French manufacturing firms," Journal of Econometrics, Elsevier, vol. 65(1), pages 263-293, January.
    22. James D. Adams & Adam B. Jaffe, 1996. "Bounding the Effects of R&D: An Investigation Using Matched Establishment-Firm Data," RAND Journal of Economics, The RAND Corporation, vol. 27(4), pages 700-721, Winter.
    23. Bruno Cassiman & Reinhilde Veugelers, 2002. "R&D Cooperation and Spillovers: Some Empirical Evidence from Belgium," American Economic Review, American Economic Association, vol. 92(4), pages 1169-1184, September.
    24. Adam Jaffe & Manuel Trajtenberg, 1999. "International Knowledge Flows: Evidence From Patent Citations," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 8(1-2), pages 105-136.
    25. 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.
    26. 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.
    27. Peter J. Lane & Michael Lubatkin, 1998. "Relative absorptive capacity and interorganizational learning," Post-Print hal-02311860, HAL.
    28. Steurs, Geert, 1995. "Inter-industry R&D spillovers: What difference do they make?," International Journal of Industrial Organization, Elsevier, vol. 13(2), pages 249-276.
    29. Jong-Rong Chen & Chih-Hai Yang, 2005. "Technological knowledge, spillover and productivity: evidence from Taiwanese firm level panel data," Applied Economics, Taylor & Francis Journals, vol. 37(20), pages 2361-2371.
    30. Ada Leiponen, 2000. "Competencies, Innovation And Profitability Of Firms," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 9(1), pages 1-24.
    31. Kaiser, Ulrich, 2002. "Measuring knowledge spillovers in manufacturing and services: an empirical assessment of alternative approaches," Research Policy, Elsevier, vol. 31(1), pages 125-144, January.
    32. Mercedes Gumbau-Albert & Joaquin Maudos, 2009. "Patents, technological inputs and spillovers among regions," Applied Economics, Taylor & Francis Journals, vol. 41(12), pages 1473-1486.
    33. 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.
    34. Pierre Mohnen & Marcel Dagenais, 2002. "Towards an Innovation Intensity Index: The Case of CIS 1 in Denmark and Ireland," Palgrave Macmillan Books, in: Alfred Kleinknecht & Pierre Mohnen (ed.), Innovation and Firm Performance, chapter 1, pages 3-30, Palgrave Macmillan.
    35. Harabi, Najib, 1995. "Channels of R&D Spillovers: An Empirical Investigation," MPRA Paper 26270, University Library of Munich, Germany.
    36. Jeffrey I. Bernstein, 1988. "Costs of Production, Intra- and Interindustry R&D Spillovers: Canadian Evidence," Canadian Journal of Economics, Canadian Economics Association, vol. 21(2), pages 324-347, May.
    37. Nadiri, M.I., 1993. "Innovations and Technological Spillovers," Working Papers 93-31, C.V. Starr Center for Applied Economics, New York University.
    38. 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.
    39. Juan Alcácer & Wilbur Chung, 2007. "Location Strategies and Knowledge Spillovers," Management Science, INFORMS, vol. 53(5), pages 760-776, May.
    40. Valdemar Smith & Mogens Dilling-Hansen & Tor Eriksson & Erik Strøjer Madsen, 2004. "R&D and productivity in Danish firms: some empirical evidence," Applied Economics, Taylor & Francis Journals, vol. 36(16), pages 1797-1806.
    41. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    42. Baptista, Rui & Swann, Peter, 1998. "Do firms in clusters innovate more?," Research Policy, Elsevier, vol. 27(5), pages 525-540, September.
    43. Fritsch, Michael & Franke, Grit, 2004. "Innovation, regional knowledge spillovers and R&D cooperation," Research Policy, Elsevier, vol. 33(2), pages 245-255, March.
    44. Petri Rouvinen, 2002. "Characteristics of product and process innovators: some evidence from the Finnish innovation survey," Applied Economics Letters, Taylor & Francis Journals, vol. 9(9), pages 575-580.
    45. Meagher, Kieron & Rogers, Mark, 2004. "Network density and R&D spillovers," Journal of Economic Behavior & Organization, Elsevier, vol. 53(2), pages 237-260, February.
    46. Joshua Angrist & Alan Krueger, 2001. "Instrumental Variables and the Search for Identification: From Supply and Demand to Natural Experiments," Working Papers 834, Princeton University, Department of Economics, Industrial Relations Section..
    47. Alfred Kleinknecht & Pierre Mohnen (ed.), 2002. "Innovation and Firm Performance," Palgrave Macmillan Books, Palgrave Macmillan, number 978-0-230-59588-0, March.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Yujun Huang & Zhihao Huang, 2024. "The Impact of Climate Change Transition Innovations on the Default Risk," Sustainability, MDPI, vol. 16(11), pages 1-23, May.
    2. Mate-Sanchez-Val, Mariluz & Harris, Richard, 2014. "Differential empirical innovation factors for Spain and the UK," Research Policy, Elsevier, vol. 43(2), pages 451-463.
    3. Liliana Araújo & Sandra T. Silva & Aurora A.C. Teixeira, 2013. "Knowledge spillovers and economic performance of firms located in depressed areas: does geographical proximity matter?," FEP Working Papers 488, Universidade do Porto, Faculdade de Economia do Porto.
    4. Ferreira, João J.M. & Fernandes, Cristina I. & Veiga, Pedro Mota, 2024. "The effects of knowledge spillovers, digital capabilities, and innovation on firm performance: A moderated mediation model," Technological Forecasting and Social Change, Elsevier, vol. 200(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Thomas Doring & Jan Schnellenbach, 2006. "What do we know about geographical knowledge spillovers and regional growth?: A survey of the literature," Regional Studies, Taylor & Francis Journals, vol. 40(3), pages 375-395.
    2. Hall, Bronwyn H. & Mairesse, Jacques & Mohnen, Pierre, 2010. "Measuring the Returns to R&D," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 2, chapter 0, pages 1033-1082, Elsevier.
    3. de Faria, Pedro & Sofka, Wolfgang, 2010. "Knowledge protection strategies of multinational firms--A cross-country comparison," Research Policy, Elsevier, vol. 39(7), pages 956-968, September.
    4. Schmidt, Tobias & Sofka, Wolfgang, 2009. "Knowledge sourcing: legitimacy deficits for MNC subsidiaries?," Discussion Paper Series 1: Economic Studies 2009,09, Deutsche Bundesbank.
    5. Carlino, Gerald & Kerr, William R., 2015. "Agglomeration and Innovation," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 349-404, Elsevier.
    6. repec:bof:bofrdp:urn:nbn:fi:bof-201512111472 is not listed on IDEAS
    7. Carlino, Gerald & Kerr, William R., 2015. "Agglomeration and Innovation," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 349-404, Elsevier.
    8. repec:zbw:bofrdp:2015_027 is not listed on IDEAS
    9. repec:zbw:bofrdp:urn:nbn:fi:bof-201512111472 is not listed on IDEAS
    10. Zoltán J. Ács & Pontus Braunerhjelm & David B. Audretsch & Bo Carlsson, 2015. "The knowledge spillover theory of entrepreneurship," Chapters, in: Global Entrepreneurship, Institutions and Incentives, chapter 7, pages 129-144, Edward Elgar Publishing.
    11. Aldieri, Luigi & Sena, Vania & Vinci, Concetto Paolo, 2018. "Domestic R&D spillovers and absorptive capacity: Some evidence for US, Europe and Japan," International Journal of Production Economics, Elsevier, vol. 198(C), pages 38-49.
    12. Haasnoot, Cornelis W. & de Vaal, Albert, 2022. "Heterogeneous firms and cluster externalities: how asymmetric effects at the firm level affect cluster productivity," Research Policy, Elsevier, vol. 51(6).
    13. Castellacci, Fulvio, 2008. "Innovation and the competitiveness of industries: comparing the mainstream and the evolutionary approaches," MPRA Paper 27523, University Library of Munich, Germany.
    14. Tobias Schmidt & Wolfgang Sofka, 2005. "Lost in Translation - Empirical Evidence for Liability of Foreignness as Barriers to Knowledge Spillovers," Industrial Organization 0512012, University Library of Munich, Germany.
    15. Bettina Becker, 2013. "The Determinants of R&D Investment: A Survey of the Empirical Research," Discussion Paper Series 2013_09, Department of Economics, Loughborough University, revised Sep 2013.
    16. Schmidt, Tobias & Sofka, Wolfgang, 2009. "Liability of foreignness as a barrier to knowledge spillovers: Lost in translation?," Journal of International Management, Elsevier, vol. 15(4), pages 460-474, December.
    17. Aiello, Francesco & Cardamone, Paola, 2012. "Regional economic divide and the role of technological spillovers in Italy. Evidence from microdata," Structural Change and Economic Dynamics, Elsevier, vol. 23(3), pages 205-220.
    18. Gong, Guan & Keller, Wolfgang, 2003. "Convergence and polarization in global income levels: a review of recent results on the role of international technology diffusion," Research Policy, Elsevier, vol. 32(6), pages 1055-1079, June.
    19. Jan Van Hove, 2008. "The Impact of R&D Spillovers on Export Value: Does the Transmission Channel matter?," Working Papers 2008.3, International Network for Economic Research - INFER.
    20. Paola Cardamone, 2018. "Firm innovation and spillovers in Italy: Does geographical proximity matter?," Letters in Spatial and Resource Sciences, Springer, vol. 11(1), pages 1-16, March.
    21. Kleoniki Kalapouti & Nikos Varsakelis, 2015. "Intra and inter: regional knowledge spillovers in European Union," The Journal of Technology Transfer, Springer, vol. 40(5), pages 760-781, October.
    22. Sofka, Wolfgang & Shehu, Edlira, 2009. "Host Country Contingencies on Knowledge Protection Strategies of Multinational Firms: Bring a Knife to a Gunfight?," ZEW Discussion Papers 09-002, ZEW - Leibniz Centre for European Economic Research.
    23. Emanuele Giovannetti & Claudio Piga, 2023. "The multifaceted nature of cooperation for innovation, ICT and innovative outcomes: evidence from UK Microdata," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 13(3), pages 639-666, September.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:taf:applec:44:y:2012:i:36:p:4765-4775. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Chris Longhurst (email available below). General contact details of provider: http://www.tandfonline.com/RAEC20 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.