IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/13959.html
   My bibliography  Save this paper

Productivity Growth, Knowledge Flows, and Spillovers

Author

Listed:
  • Gustavo Crespi
  • Chiara Criscuolo
  • Jonathan E. Haskel
  • Matthew Slaughter

Abstract

This paper explores the role of knowledge flows and productivity growth by linking direct survey data on knowledge flows to firm-level data on TFP growth. Our data measure the information flows often considered important, especially by policy-makers, such as from within the firm and from suppliers, customers, and competitors. We examine (a) what are the empirically important sources of knowledge flows? (b) to what extent do such flows contribute to TFP growth? (c) do such flows constitute a spillover of free knowledge? (d) how do such flows correspond to suggested spillover sources, such as multinational or R&D presence? We find that: (a) the main sources of knowledge are competitors; suppliers; and plants that belong to the same business group ; (b) these three flows together account for about 50% of TFP growth; (c) the main "free" information flow spillover is from competitors; and (d) multinational presence contributes to this spillover.

Suggested Citation

  • Gustavo Crespi & Chiara Criscuolo & Jonathan E. Haskel & Matthew Slaughter, 2008. "Productivity Growth, Knowledge Flows, and Spillovers," NBER Working Papers 13959, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:13959
    Note: IO ITI PR
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w13959.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. 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.
    2. James R. Markusen, 2004. "Multinational Firms and the Theory of International Trade," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262633078, April.
    3. Klette, Tor Jakob & Griliches, Zvi, 1996. "The Inconsistency of Common Scale Estimators When Output Prices Are Unobserved and Endogenous," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(4), pages 343-361, July-Aug..
    4. Criscuolo, Paola & Verspagen, Bart, 2008. "Does it matter where patent citations come from? Inventor vs. examiner citations in European patents," Research Policy, Elsevier, vol. 37(10), pages 1892-1908, December.
    5. Justin Wolfers & Eric Zitzewitz, 2004. "Prediction Markets," Journal of Economic Perspectives, American Economic Association, vol. 18(2), pages 107-126, Spring.
    6. Bronwyn Hall & Jacques Mairesse, 2006. "Empirical studies of innovation in the knowledge-driven economy," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 15(4-5), pages 289-299.
    7. Megan MacGarvie, 2006. "Do Firms Learn from International Trade?," The Review of Economics and Statistics, MIT Press, vol. 88(1), pages 46-60, February.
    8. Loof, Hans & Heshmati, Almas, 2002. "Knowledge capital and performance heterogeneity: : A firm-level innovation study," International Journal of Production Economics, Elsevier, vol. 76(1), pages 61-85, March.
    9. Bruno Crepon & Emmanuel Duguet & Jacques Mairesse, 1998. "Research, Innovation And Productivity: An Econometric Analysis At The Firm Level," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 7(2), pages 115-158.
    10. Tor Jakob Klette, 1996. "R&D, Scope Economies, and Plant Performance," RAND Journal of Economics, The RAND Corporation, vol. 27(3), pages 502-522, Autumn.
    11. Hausman, Jerry & Hall, Bronwyn H & Griliches, Zvi, 1984. "Econometric Models for Count Data with an Application to the Patents-R&D Relationship," Econometrica, Econometric Society, vol. 52(4), pages 909-938, July.
    12. Criscuolo, Paola & Verspagen, Bart, 2005. "Does it matter where patent citations come from? Inventor versus examiner citations in European patents," Research Memorandum 017, Maastricht University, Maastricht Economic Research Institute on Innovation and Technology (MERIT).
    13. 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.
    14. 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.
    15. 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.
    16. Baldwin,John R. & Hanel,Petr, 2007. "Innovation and Knowledge Creation in an Open Economy," Cambridge Books, Cambridge University Press, number 9780521037136.
    17. Sendhil Mullainathan & Marianne Bertrand, 2001. "Do People Mean What They Say? Implications for Subjective Survey Data," American Economic Review, American Economic Association, vol. 91(2), pages 67-72, May.
    18. George Van Leeuwen & Luuk Klomp, 2006. "On the contribution of innovation to multi-factor productivity growth," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 15(4-5), pages 367-390.
    19. Vickers, John, 1995. "Concepts of Competition," Oxford Economic Papers, Oxford University Press, vol. 47(1), pages 1-23, January.
    20. Crepon, B. & Duguet, E. & Mairesse, J., 1998. "Research Investment, Innovation and Productivity: An Econometric Analysis at the Firm Level," Papiers d'Economie Mathématique et Applications 98.15, Université Panthéon-Sorbonne (Paris 1).
    21. Veugelers, Reinhilde & Cassiman, Bruno, 1999. "Make and buy in innovation strategies: evidence from Belgian manufacturing firms," Research Policy, Elsevier, vol. 28(1), pages 63-80, January.
    22. 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.
    23. Criscuolo, Chiara & Haskel, Jonathan E. & Slaughter, Matthew J., 2010. "Global engagement and the innovation activities of firms," International Journal of Industrial Organization, Elsevier, vol. 28(2), pages 191-202, March.
    24. Hans Loof & Almas Heshmati, 2006. "On the relationship between innovation and performance: A sensitivity analysis," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 15(4-5), pages 317-344.
    25. Schankerman, Mark, 1981. "The Effects of Double-Counting and Expensing on the Measured Returns to R&D," The Review of Economics and Statistics, MIT Press, vol. 63(3), pages 454-458, August.
    26. Wesley M. Cohen & Richard R. Nelson & John P. Walsh, 2000. "Protecting Their Intellectual Assets: Appropriability Conditions and Why U.S. Manufacturing Firms Patent (or Not)," NBER Working Papers 7552, National Bureau of Economic Research, Inc.
    27. Gordon H. HANSON, 2001. "Should Countries Promote Foreign Direct Investment?," G-24 Discussion Papers 9, United Nations Conference on Trade and Development.
    28. Rodriguez-Clare, Andres, 1996. "Multinationals, Linkages, and Economic Development," American Economic Review, American Economic Association, vol. 86(4), pages 852-873, September.
    29. Luuk Klomp & George Van Leeuwen, 2001. "Linking Innovation and Firm Performance: A New Approach," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 8(3), pages 343-364.
    30. Nicholas Bloom & John Van Reenen, 2002. "Patents, Real Options and Firm Performance," Economic Journal, Royal Economic Society, vol. 112(478), pages 97-116, March.
    31. repec:crs:wpaper:9833 is not listed on IDEAS
    32. Richard C. Levin & Alvin K. Klevorick & Richard R. Nelson & Sidney G. Winter, 1988. "Appropriating the Returns from Industrial R&D," Cowles Foundation Discussion Papers 862, Cowles Foundation for Research in Economics, Yale University.
    Full references (including those not matched with items on IDEAS)

    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. Criscuolo, Chiara & Haskel, Jonathan E. & Slaughter, Matthew J., 2010. "Global engagement and the innovation activities of firms," International Journal of Industrial Organization, Elsevier, vol. 28(2), pages 191-202, March.
    2. Crespi, Gustavo & Zuniga, Pluvia, 2012. "Innovation and Productivity: Evidence from Six Latin American Countries," World Development, Elsevier, vol. 40(2), pages 273-290.
    3. Iraj Hashi & Nebojša Stojčić, 2013. "Knowledge Spillovers, Innovation Activities, And Competitiveness Of Industries In Eu Member And Candidate Countries," Economic Annals, Faculty of Economics and Business, University of Belgrade, vol. 58(198), pages 7-34, July - Se.
    4. Mairesse, Jacques & Mohnen, Pierre, 2010. "Using Innovation Surveys for Econometric Analysis," 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 1129-1155, Elsevier.
    5. Bronwyn Hall & Francesca Lotti & Jacques Mairesse, 2009. "Innovation and productivity in SMEs: empirical evidence for Italy," Small Business Economics, Springer, vol. 33(1), pages 13-33, June.
    6. Doran, Justin, 2012. "Are different forms of innovation complements or substitutes?," MPRA Paper 44580, University Library of Munich, Germany.
    7. Fedyunina, Anna & Radosevic, Slavo, 2022. "The relationship between R&D, innovation and productivity in emerging economies: CDM model and alternatives," Economic Systems, Elsevier, vol. 46(3).
    8. Rachel Griffith & Elena Huergo & Jacques Mairesse & Bettina Peters, 2006. "Innovation and Productivity Across Four European Countries," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 22(4), pages 483-498, Winter.
    9. Schmidt, Tobias & Sofka, Wolfgang, 2009. "Knowledge sourcing: legitimacy deficits for MNC subsidiaries?," Discussion Paper Series 1: Economic Studies 2009,09, Deutsche Bundesbank.
    10. Alexandre Gazaniol, 2012. "Learning from international activities? A microeconometric analysis of first-time innovators," International Economics, CEPII research center, issue 129, pages 31-61.
    11. Son Thi Kim Le, 2019. "Innovation efforts in developing countries: The case of Vietnamese small and medium-sized enterprises," WIDER Working Paper Series wp-2019-7, World Institute for Development Economic Research (UNU-WIDER).
    12. Alejandro García-Pozo & Juan Antonio Campos-Soria & J. Aníbal Núñez-Carrasco, 2021. "Technological innovation and productivity across Spanish regions," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 67(1), pages 167-187, August.
    13. Roper, Stephen & Hewitt-Dundas, Nola & Love, James H., 2004. "An ex ante evaluation framework for the regional benefits of publicly supported R&D projects," Research Policy, Elsevier, vol. 33(3), pages 487-509, April.
    14. Carboni, Oliviero A. & Medda, Giuseppe, 2021. "External R&D and product innovation: Is over-outsourcing an issue?," Economic Modelling, Elsevier, vol. 103(C).
    15. repec:lic:licosd:20308 is not listed on IDEAS
    16. Bettina Peters & Rebecca Riley & Iulia Siedschlag & Priit Vahter & John McQuinn, 2018. "Internationalisation, innovation and productivity in services: evidence from Germany, Ireland and the United Kingdom," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 154(3), pages 585-615, August.
    17. João Alberto De Negri & Luiz Esteves & Fernando Freitas, 2007. "Knowledge production and firm growth in Brazil," Working Papers 0057, Universidade Federal do Paraná, Department of Economics.
    18. Gabriele Pellegrino & Mariacristina Piva & Marco Vivarelli, 2015. "How do new entrepreneurs innovate?," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 42(3), pages 323-341, September.
    19. Justin Doran & Geraldine Ryan, 2014. "Eco-Innovation – does additional engagement lead to additional rewards?," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 41(11), pages 1110-1130, November.
    20. Ugur, Mehment & Vivarelli, Marco, 2020. "The role of innovation in industrial dynamics and productivity growth: a survey of the literature," GLO Discussion Paper Series 648, Global Labor Organization (GLO).
    21. JUSTIN DORAN & NOIRIN McCARTHY & MARIE O’CONNOR, 2019. "The Importance Of Internal Knowledge Generation And External Knowledge Sourcing For Sme Innovation And Performance: Evidence From Ireland," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 23(07), pages 1-30, October.

    More about this item

    JEL classification:

    • F23 - International Economics - - International Factor Movements and International Business - - - Multinational Firms; International Business
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
    • O57 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Comparative Studies of Countries

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:nbr:nberwo:13959. 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: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.html .

    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.