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Buyers, suppliers, and R&D spillovers

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  • 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
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    References listed on IDEAS

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    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. 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.
    5. 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.
    6. 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.
    7. repec:adr:anecst:y:1998:i:49-50:p:07 is not listed on IDEAS
    8. 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.
    9. 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.
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. 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..
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    21. 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.
    22. 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.
    23. 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.
    24. repec:adr:anecst:y:1998:i:49-50:p:15 is not listed on IDEAS
    25. 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.
    26. 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.
    27. 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.
    28. 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.
    29. 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.
    30. 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..
    31. Johannes Van Biesebroeck, 2007. "Robustness Of Productivity Estimates," Journal of Industrial Economics, Wiley Blackwell, vol. 55(3), pages 529-569, September.
    32. 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.
    33. 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.
    34. Belderbos, Rene & Carree, Martin & Lokshin, Boris, 2004. "Cooperative R&D and firm performance," Research Policy, Elsevier, vol. 33(10), pages 1477-1492, December.
    35. 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.
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    Cited by:

    1. 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.
    2. 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.
    3. 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.
    4. 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).
    5. 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.
    6. 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.

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