IDEAS home Printed from https://ideas.repec.org/p/ete/msiper/502593.html
   My bibliography  Save this paper

Buyers, suppliers, and R&D spillovers

Author

Listed:
  • Rene Belderbos
  • Kyoji Fukao
  • Kenta Ikeuchi
  • Young Gak Kim
  • Hyeog Ug Kwon

Abstract

The role of buyers and suppliers has received little attention in the literature on research and development (R&D) spillovers and productivity, which has focused primarily on the moderating roles of technological and geographic proximity. In this study, we examine R&D spillovers that result from buyer and supplier relationships at the transaction level, utilizing a unique dataset identifying individual buyers and suppliers of Japanese manufacturing firms, matched with data from R&D surveys and the Census of Manufactures. In an analysis of more than 20,000 Japanese manufacturing plants, we find that R&D stocks of buyers and suppliers provide a substantial productivity performance premium over and above the effect of technologically and geographically proximate R&D stocks. These effects are magnified if the supplier and buyer have business group ties based on capital ownership relationships. While the effects of technologically proximate R&D decay with distance, this is not the case for spillovers from buyers and suppliers. Our results identify transaction-based spillovers as a key influence on productivity and social returns to R&D.

Suggested Citation

  • Rene Belderbos & Kyoji Fukao & Kenta Ikeuchi & Young Gak Kim & Hyeog Ug Kwon, 2015. "Buyers, suppliers, and R&D spillovers," Working Papers of Department of Management, Strategy and Innovation, Leuven 502593, KU Leuven, Faculty of Economics and Business (FEB), Department of Management, Strategy and Innovation, Leuven.
  • Handle: RePEc:ete:msiper:502593
    as

    Download full text from publisher

    File URL: https://lirias.kuleuven.be/retrieve/327206
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Kugler, Maurice, 2006. "Spillovers from foreign direct investment: Within or between industries?," Journal of Development Economics, Elsevier, vol. 80(2), pages 444-477, August.
    2. Rebecca Henderson & Iain Cockburn, 1996. "Scale, Scope, and Spillovers: The Determinants of Research Productivity in Drug Discovery," RAND Journal of Economics, The RAND Corporation, vol. 27(1), pages 32-59, Spring.
    3. Belderbos, Rene & Carree, Martin & Lokshin, Boris, 2004. "Cooperative R&D and firm performance," Research Policy, Elsevier, vol. 33(10), pages 1477-1492, December.
    4. Hall, Bronwyn H. & Oriani, Raffaele, 2006. "Does the market value R&D investment by European firms? Evidence from a panel of manufacturing firms in France, Germany, and Italy," International Journal of Industrial Organization, Elsevier, vol. 24(5), pages 971-993, September.
    5. 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.
    6. Michael J. Orlando, 2004. "Measuring Spillovers from Industrial R&D: On the Importance of Geographic and Technological Proximity," RAND Journal of Economics, The RAND Corporation, vol. 35(4), pages 777-786, Winter.
    7. Sergey Lychagin & Joris Pinkse & Margaret E. Slade & John Van Reenen, 2016. "Spillovers in Space: Does Geography Matter?," Journal of Industrial Economics, Wiley Blackwell, vol. 64(2), pages 295-335, June.
    8. Gustavo Crespi & Chiara Criscuolo & Jonathan Haskel, 2008. "Productivity, exporting, and the learning‐by‐exporting hypothesis: direct evidence from UK firms," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 41(2), pages 619-638, May.
    9. Gilles Duranton & Henry G. Overman, 2005. "Testing for Localization Using Micro-Geographic Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(4), pages 1077-1106.
    10. Maryann P. Feldman & Frank R. Lichtenberg, 1998. "The Impact and Organization of Publicly-Funded Research and development in the European Community," Annals of Economics and Statistics, GENES, issue 49-50, pages 199-222.
    11. Nicholas Bloom & Mark Schankerman & John Van Reenen, 2013. "Identifying Technology Spillovers and Product Market Rivalry," Econometrica, Econometric Society, vol. 81(4), pages 1347-1393, July.
    12. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    13. David J. Teece, 2008. "Technology Transfer By Multinational Firms: The Resource Cost Of Transferring Technological Know-How," World Scientific Book Chapters, in: The Transfer And Licensing Of Know-How And Intellectual Property Understanding the Multinational Enterprise in the Modern World, chapter 1, pages 1-22, World Scientific Publishing Co. Pte. Ltd..
    14. repec:adr:anecst:y:1998:i:49-50:p:07 is not listed on IDEAS
    15. 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.
    16. 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.
    17. Belderbos, René & Wakasugi, Ryuhei & Zou, Jianglei, 2012. "Business groups, foreign direct investment, and capital goods trade: The import behavior of Japanese affiliates," Journal of the Japanese and International Economies, Elsevier, vol. 26(2), pages 187-200.
    18. Holger Görg & Eric Strobl, 2016. "Multinational Companies And Productivity Spillovers: A Meta-Analysis," World Scientific Book Chapters, in: MULTINATIONAL ENTERPRISES AND HOST COUNTRY DEVELOPMENT Volume 53: World Scientific Studies in International Economics, chapter 8, pages 145-161, World Scientific Publishing Co. Pte. Ltd..
    19. Belderbos, Rene & Ikeuchi, Kenta & Fukao, Kyoji & Kim, Young Gak & Kwon, Hyeog Ug, 2013. "Plant Productivity Dynamics and Private and Public R&D Spillovers: Technological, Geographic and Relational Proximity," CEI Working Paper Series 2013-05, Center for Economic Institutions, Institute of Economic Research, Hitotsubashi University.
    20. Kyoji Fukao & Young Gak Kim & Hyeog Ug Kwon, 2006. "Plant Turnover and TFP Dynamics in Japanese Manufacturing," Hi-Stat Discussion Paper Series d06-180, Institute of Economic Research, Hitotsubashi University.
    21. Johannes Van Biesebroeck, 2007. "Robustness Of Productivity Estimates," Journal of Industrial Economics, Wiley Blackwell, vol. 55(3), pages 529-569, September.
    22. Jacques Mairesse & Benoît Mulkay, 2007. "An Exploration of Local R&D Spillovers in France," Annals of Economics and Statistics, GENES, issue 87-88, pages 145-166.
    23. Todo, Yasuyuki & Matous, Petr & Inoue, Hiroyasu, 2016. "The strength of long ties and the weakness of strong ties: Knowledge diffusion through supply chain networks," Research Policy, Elsevier, vol. 45(9), pages 1890-1906.
    24. Daniel K. N. Johnson, 2002. "The OECD Technology Concordance (OTC): Patents by Industry of Manufacture and Sector of Use," OECD Science, Technology and Industry Working Papers 2002/5, OECD Publishing.
    25. Branstetter, Lee, 2000. "Vertical Keiretsu and Knowledge Spillovers in Japanese Manufacturing: An Empirical Assessment," Journal of the Japanese and International Economies, Elsevier, vol. 14(2), pages 73-104, June.
    26. 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.
    27. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    28. 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.
    29. Rachel Griffith & Stephen Redding & Helen Simpson, 2009. "Technological Catch‐Up And Geographic Proximity," Journal of Regional Science, Wiley Blackwell, vol. 49(4), pages 689-720, October.
    30. Tor Jakob Klette & Frode Johansen, 1998. "Accumulation of R&D Capital and Dynamic Firm Performance: A Not-So-Fixed Effect Model," Annals of Economics and Statistics, GENES, issue 49-50, pages 389-419.
    31. Belderbos, Rene & Carree, Martin & Lokshin, Boris, 2004. "Cooperative R&D and firm performance," Research Policy, Elsevier, vol. 33(10), pages 1477-1492, December.
    32. repec:adr:anecst:y:1998:i:49-50:p:15 is not listed on IDEAS
    33. 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.
    34. 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.
    35. Suzuki, Kazuyuki, 1993. "R&D spillovers and technology transfer among and within vertical keiretsu groups : Evidence from the Japanese electrical machinery industry," International Journal of Industrial Organization, Elsevier, vol. 11(4), pages 573-591.
    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. Kyoji Fukao & YoungGak Kim & HyeogUg Kwon, 2021. "The Causes of Japan’s Economic Slowdown: An Analysis Based on the Japan Industrial Productivity Database," International Productivity Monitor, Centre for the Study of Living Standards, vol. 40, pages 56-88, Spring.
    2. INUI Tomohiko & KODAMA Naomi, 2016. "The Effects of Japanese Customer Firms' Overseas Outsourcing on Supplier Firms' Performance," Discussion papers 16106, Research Institute of Economy, Trade and Industry (RIETI).
    3. Christina Poetzsch, 2017. "Technology transfer on a two-way street: R&D spillovers through intermediate input usage and supply," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 153(4), pages 735-751, November.
    4. Todo, Yasuyuki & Matous, Petr & Inoue, Hiroyasu, 2016. "The strength of long ties and the weakness of strong ties: Knowledge diffusion through supply chain networks," Research Policy, Elsevier, vol. 45(9), pages 1890-1906.
    5. Yuxin Li & Derek Bosworth, 2020. "R&D spillovers in a supply chain and productivity performance in British firms," The Journal of Technology Transfer, Springer, vol. 45(1), pages 177-204, February.
    6. Isaksson, Olov H.D. & Simeth, Markus & Seifert, Ralf W., 2016. "Knowledge spillovers in the supply chain: Evidence from the high tech sectors," Research Policy, Elsevier, vol. 45(3), pages 699-706.

    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. Belderbos, René & Mohnen, Pierre, 2020. "Inter-sectoral and international R&D spillovers," MERIT Working Papers 2020-047, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    2. René BELDERBOS & IKEUCHI Kenta & FUKAO Kyoji & KIM Young Gak & KWON Hyeog Ug, 2022. "What Do R&D Spillovers from Universities and Firms Contribute to Productivity? Plant level productivity and technological and geographic proximity in Japan," Discussion papers 22106, Research Institute of Economy, Trade and Industry (RIETI).
    3. Isaksson, Olov H.D. & Simeth, Markus & Seifert, Ralf W., 2016. "Knowledge spillovers in the supply chain: Evidence from the high tech sectors," Research Policy, Elsevier, vol. 45(3), pages 699-706.
    4. René Belderbos & Vincent Van Roy & Leo Sleuwaegen, 2021. "Does trade participation limit domestic firms’ productivity gains from inward foreign direct investment?," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 11(1), pages 83-109, March.
    5. Sergey Lychagin & Joris Pinkse & Margaret E. Slade & John Van Reenen, 2016. "Spillovers in Space: Does Geography Matter?," Journal of Industrial Economics, Wiley Blackwell, vol. 64(2), pages 295-335, June.
    6. Massimo Armenise & Giorgia Giovannetti & Gianluca Santoni, 2011. "FDI in Business Services has general TFP effects : evidence from Italy," Working Papers - Economics wp2011_12.rdf, Universita' degli Studi di Firenze, Dipartimento di Scienze per l'Economia e l'Impresa.
    7. Aldieri, Luigi & Vinci, Concetto Paolo, 2015. "Industry Spillovers Effects on Productivity of Large International Firms," MPRA Paper 62429, University Library of Munich, Germany.
    8. Fernandes, Ana M. & Paunov, Caroline, 2012. "Foreign direct investment in services and manufacturing productivity: Evidence for Chile," Journal of Development Economics, Elsevier, vol. 97(2), pages 305-321.
    9. Ioannis Bournakis & Sotiris Papaioannou & Marina Papanastassiou, 2022. "Multinationals and domestic total factor productivity: Competition effects, knowledge spillovers and foreign ownership," The World Economy, Wiley Blackwell, vol. 45(12), pages 3715-3750, December.
    10. Markus Eberhardt & Christian Helmers & Hubert Strauss, 2013. "Do Spillovers Matter When Estimating Private Returns to R&D?," The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 436-448, May.
    11. 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.
    12. Myeongwan Kim, John Lester, 2019. "R&D Spillovers in Canadian Industry: Results from a New Micro Database," CSLS Research Reports 2019-02, Centre for the Study of Living Standards.
    13. Nguyen, Huong, 2016. "Does Proximity to Foreign Invested Firms Stimulate Productivity Growth of Domestic Firms? Firm-level Evidence from Vietnam," Papers 1001, World Trade Institute.
    14. Engidaw Sisay Negash & Wenjie Zhu & Yangyang Lu & Zhikai Wang, 2020. "Does Chinese Inward Foreign Direct Investment Improve the Productivity of Domestic Firms? Horizontal Linkages and Absorptive Capacities: Firm-Level Evidence from Ethiopia," Sustainability, MDPI, vol. 12(7), pages 1-23, April.
    15. Fernandes, Ana M. & Paunov, Caroline, 2008. "Foreign direct investment in services and manufacturing productivity growth: evidence for Chile," Policy Research Working Paper Series 4730, The World Bank.
    16. Kuzyaeva Anastasia & Didenko Alexander, 2014. "Productivity spillovers in the Russian Federation: the case of the chemical market," Review of Business and Economics Studies, CyberLeninka;Федеральное государственное образовательное бюджетное учреждение высшего профессионального образования «Финансовый университет при Правительстве Российской Федерации» (Финансовый университет), issue 3, pages 55-74.
    17. Priit Vahter, 2010. "Does FDI spur innovation, productivity and knowledge sourcing by incumbent firms? Evidence from manufacturing industry in Estonia," Discussion Papers 10/09, University of Nottingham, GEP.
    18. Keller, Wolfgang, 2010. "International Trade, Foreign Direct Investment, and Technology Spillovers," 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 793-829, Elsevier.
    19. Seda Köymen Özer & Selin Sayek Böke, 2017. "The Characteristics of Domestic Firms: Materializing Productivity Spillovers from FDI," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 53(11), pages 2562-2584, November.
    20. Bournakis, Ioannis & Tsionas, Mike, 2022. "Productivity with Endogenous FDI Spillovers: A Novel Estimation Approach," International Journal of Production Economics, Elsevier, vol. 251(C).

    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:ete:msiper:502593. 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: library EBIB (email available below). General contact details of provider: https://feb.kuleuven.be/MSI .

    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.