IDEAS home Printed from https://ideas.repec.org/p/eti/dpaper/18070.html
   My bibliography  Save this paper

How Does the Global Network of Research Collaboration Affect the Quality of Innovation?

Author

Listed:
  • IINO Takashi
  • INOUE Hiroyasu
  • SAITO Yukiko
  • TODO Yasuyuki

Abstract

This study examines how the research collaboration of firms affects the quality of their innovation outcomes using comprehensive patent data for firms in the world from 1991 to 2010. Identifying research collaboration by co-patenting relationships, we find that research collaboration with other firms, particularly with foreign firms, leads to substantial improvement in innovation quality. We also observe an inverted U-shaped effect of the density of a firm's ego network and a positive effect of brokerage in the global network, especially for firms with international collaboration experiences. These results are applicable to the effect on the quality of innovation achieved individually without any collaboration, suggesting that the knowledge of firms diffuses to and is acquired by their collaboration partners. Finally, we find that the collaboration effect is larger in the 2000s than in the 1990s and varies across countries.

Suggested Citation

  • IINO Takashi & INOUE Hiroyasu & SAITO Yukiko & TODO Yasuyuki, 2018. "How Does the Global Network of Research Collaboration Affect the Quality of Innovation?," Discussion papers 18070, Research Institute of Economy, Trade and Industry (RIETI).
  • Handle: RePEc:eti:dpaper:18070
    as

    Download full text from publisher

    File URL: https://www.rieti.go.jp/jp/publications/dp/18e070.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Masao Nakamura & John Hagedoorn & Hans van Kranenburg & Richard N. Osborn, 2003. "Joint patenting amongst companies - exploring the effects of inter-firm R&D partnering and experience," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 24(2-3), pages 71-84.
    2. Guan, Jiancheng & Yan, Yan & Zhang, Jing Jing, 2017. "The impact of collaboration and knowledge networks on citations," Journal of Informetrics, Elsevier, vol. 11(2), pages 407-422.
    3. Guan, Jiancheng & Liu, Na, 2016. "Exploitative and exploratory innovations in knowledge network and collaboration network: A patent analysis in the technological field of nano-energy," Research Policy, Elsevier, vol. 45(1), pages 97-112.
    4. Gonzalez-Brambila, Claudia N. & Veloso, Francisco M. & Krackhardt, David, 2013. "The impact of network embeddedness on research output," Research Policy, Elsevier, vol. 42(9), pages 1555-1567.
    5. Marcus Berliant & Masahisa Fujita, 2008. "Knowledge Creation As A Square Dance On The Hilbert Cube," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 49(4), pages 1251-1295, November.
    6. Bordons, María & Aparicio, Javier & González-Albo, Borja & Díaz-Faes, Adrián A., 2015. "The relationship between the research performance of scientists and their position in co-authorship networks in three fields," Journal of Informetrics, Elsevier, vol. 9(1), pages 135-144.
    7. Joel A. C. Baum & Tony Calabrese & Brian S. Silverman, 2000. "Don't go it alone: alliance network composition and startups' performance in Canadian biotechnology," Strategic Management Journal, Wiley Blackwell, vol. 21(3), pages 267-294, March.
    8. Ron Boschma & Ron Martin (ed.), 2010. "The Handbook of Evolutionary Economic Geography," Books, Edward Elgar Publishing, number 12864.
    9. Weijan Shan & Gordon Walker & Bruce Kogut, 1994. "Interfirm cooperation and startup innovation in the biotechnology industry," Strategic Management Journal, Wiley Blackwell, vol. 15(5), pages 387-394, June.
    10. Manuel Trajtenberg, 1990. "A Penny for Your Quotes: Patent Citations and the Value of Innovations," RAND Journal of Economics, The RAND Corporation, vol. 21(1), pages 172-187, Spring.
    11. Haus-Reve, Silje & Fitjar, Rune Dahl & Rodríguez-Pose, Andrés, 2019. "Does combining different types of collaboration always benefit firms? Collaboration, complementarity and product innovation in Norway," Research Policy, Elsevier, vol. 48(6), pages 1476-1486.
    12. Yasusada Murata & Ryo Nakajima & Ryosuke Okamoto & Ryuichi Tamura, 2014. "Localized Knowledge Spillovers and Patent Citations: A Distance-Based Approach," The Review of Economics and Statistics, MIT Press, vol. 96(5), pages 967-985, December.
    13. 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.
    14. Yukiko Umeno Saito, 2015. "Geographical Spread of Interfirm Transaction Networks and the Great East Japan Earthquake," Advances in Japanese Business and Economics, in: Tsutomu Watanabe & Iichiro Uesugi & Arito Ono (ed.), The Economics of Interfirm Networks, edition 127, chapter 8, pages 157-173, Springer.
    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. Tsutomu Watanabe & Iichiro Uesugi & Arito Ono (ed.), 2015. "The Economics of Interfirm Networks," Advances in Japanese Business and Economics, Springer, edition 127, number 978-4-431-55390-8.
    17. Honore, Bo E, 1992. "Trimmed LAD and Least Squares Estimation of Truncated and Censored Regression Models with Fixed Effects," Econometrica, Econometric Society, vol. 60(3), pages 533-565, May.
    18. Corey C. Phelps & Ralph Heidl & Anu Wadhwa, 2012. "Networks, knowledge, and knowledge networks: A critical review and research agenda," Post-Print hal-00715591, HAL.
    19. Zvi Griliches, 1998. "R&D and Productivity: The Econometric Evidence," NBER Books, National Bureau of Economic Research, Inc, number gril98-1, May.
    20. Jarno Hoekman & Koen Frenken & Frank Oort, 2009. "The geography of collaborative knowledge production in Europe," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 43(3), pages 721-738, September.
    21. 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.
    22. René Belderbos & Martin Carree & Boris Lokshin, 2006. "Complementarity in R&D Cooperation Strategies," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 28(4), pages 401-426, June.
    23. Rodríguez-Pose, Andrés & Haus-Reve, Silje & Fitjar, Rune, 2019. "Does combining different types of collaboration always benefit firms? Collaboration, complementarity and product innovation in," CEPR Discussion Papers 13622, C.E.P.R. Discussion Papers.
    24. Zvi Griliches, 1998. "Patent Statistics as Economic Indicators: A Survey," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 287-343, National Bureau of Economic Research, Inc.
    25. Gilsing, Victor & Nooteboom, Bart & Vanhaverbeke, Wim & Duysters, Geert & van den Oord, Ad, 2008. "Network embeddedness and the exploration of novel technologies: Technological distance, betweenness centrality and density," Research Policy, Elsevier, vol. 37(10), pages 1717-1731, December.
    26. 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.
    27. Fitjar, Rune Dahl & Rodríguez-Pose, Andrés, 2013. "Firm collaboration and modes of innovation in Norway," Research Policy, Elsevier, vol. 42(1), pages 128-138.
    28. Briggs, Kristie, 2015. "Co-owner relationships conducive to high quality joint patents," Research Policy, Elsevier, vol. 44(8), pages 1566-1573.
    29. Cohen, Wesley M., 2010. "Fifty Years of Empirical Studies of Innovative Activity and Performance," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 129-213, Elsevier.
    30. Brennecke, Julia & Rank, Olaf, 2017. "The firm’s knowledge network and the transfer of advice among corporate inventors—A multilevel network study," Research Policy, Elsevier, vol. 46(4), pages 768-783.
    31. M. S. Gertler & Y. M. Levitte, 2005. "Local Nodes in Global Networks: The Geography of Knowledge Flows in Biotechnology Innovation," Industry and Innovation, Taylor & Francis Journals, vol. 12(4), pages 487-507.
    32. Bernd Ebersberger & Sverre J. Herstad, 2013. "The relationship between international innovation collaboration, intramural R&D and SMEs’ innovation performance: a quantile regression approach," Applied Economics Letters, Taylor & Francis Journals, vol. 20(7), pages 626-630, May.
    33. Pablo D'Este & Frederick Guy & Simona Iammarino, 2013. "Shaping the formation of university--industry research collaborations: what type of proximity does really matter?," Journal of Economic Geography, Oxford University Press, vol. 13(4), pages 537-558, July.
    34. Andrew B. Bernard & Andreas Moxnes & Yukiko U. Saito, 2019. "Production Networks, Geography, and Firm Performance," Journal of Political Economy, University of Chicago Press, vol. 127(2), pages 639-688.
    35. Nagaoka, Sadao & Motohashi, Kazuyuki & Goto, Akira, 2010. "Patent Statistics as an Innovation Indicator," 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 1083-1127, Elsevier.
    36. Manuel E. Sosa, 2011. "Where Do Creative Interactions Come From? The Role of Tie Content and Social Networks," Organization Science, INFORMS, vol. 22(1), pages 1-21, February.
    37. Y. Fujiwara & H. Aoyama, 2010. "Large-scale structure of a nation-wide production network," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 77(4), pages 565-580, October.
    38. Qiu, Shumin & Liu, Xielin & Gao, Taishan, 2017. "Do emerging countries prefer local knowledge or distant knowledge? Spillover effect of university collaborations on local firms," Research Policy, Elsevier, vol. 46(7), pages 1299-1311.
    39. Chen, Kaihua & Zhang, Yi & Fu, Xiaolan, 2019. "International research collaboration: An emerging domain of innovation studies?," Research Policy, Elsevier, vol. 48(1), pages 149-168.
    40. Dietmar Harhoff & Stefan Wagner, 2009. "The Duration of Patent Examination at the European Patent Office," Management Science, INFORMS, vol. 55(12), pages 1969-1984, December.
    41. John Hagedoorn, 2003. "Sharing intellectual property rights--an exploratory study of joint patenting amongst companies," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 12(5), pages 1035-1050, October.
    42. Toby E. Stuart, 2000. "Interorganizational alliances and the performance of firms: a study of growth and innovation rates in a high‐technology industry," Strategic Management Journal, Wiley Blackwell, vol. 21(8), pages 791-811, August.
    43. Lee Fleming & Charles King & Adam I. Juda, 2007. "Small Worlds and Regional Innovation," Organization Science, INFORMS, vol. 18(6), pages 938-954, December.
    44. Corey C. Phelps, 2010. "A longitudinal study of the influence of alliance network structure and composition on firm exploratory innovation," Post-Print hal-00528392, HAL.
    45. Hong, Wei & Su, Yu-Sung, 2013. "The effect of institutional proximity in non-local university–industry collaborations: An analysis based on Chinese patent data," Research Policy, Elsevier, vol. 42(2), pages 454-464.
    46. Ron Boschma, 2005. "Proximity and Innovation: A Critical Assessment," Regional Studies, Taylor & Francis Journals, vol. 39(1), pages 61-74.
    47. Jason Owen-Smith & Walter W. Powell, 2004. "Knowledge Networks as Channels and Conduits: The Effects of Spillovers in the Boston Biotechnology Community," Organization Science, INFORMS, vol. 15(1), pages 5-21, February.
    48. Griliches, Zvi, 1998. "R&D and Productivity," National Bureau of Economic Research Books, University of Chicago Press, edition 1, number 9780226308869, December.
    49. Belderbos, René & Cassiman, Bruno & Faems, Dries & Leten, Bart & Van Looy, Bart, 2014. "Co-ownership of intellectual property: Exploring the value-appropriation and value-creation implications of co-patenting with different partners," Research Policy, Elsevier, vol. 43(5), pages 841-852.
    50. Rost, Katja, 2011. "The strength of strong ties in the creation of innovation," Research Policy, Elsevier, vol. 40(4), pages 588-604, May.
    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. Biyik, Onur, 2022. "Double Counting in Mystery: Journey of Intermediate Products in Multi-Country Trade," Conference papers 333417, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    2. Jianqi Mao & Xiaxia Guo, 2021. "Analysis of the Dynamic Landscape of Scientific Innovation in the Chip Domain," International Business Research, Canadian Center of Science and Education, vol. 14(12), pages 1-1, December.
    3. Fu, Xiaolan & Fu, Xiaoqing (Maggie) & Ghauri, Pervez & Hou, Jun, 2022. "International collaboration and innovation: Evidence from a leading Chinese multinational enterprise," Journal of World Business, Elsevier, vol. 57(4).
    4. Yue Wang & Ning Li & Bin Zhang & Qian Huang & Jian Wu & Yang Wang, 2023. "The effect of structural holes on producing novel and disruptive research in physics," Scientometrics, Springer;Akadémiai Kiadó, vol. 128(3), pages 1801-1823, March.
    5. Besstremyannaya, Galina & Dasher, Richard & Golovan, Sergei, 2022. "Quantifying heterogeneity in the relationship between R&D intensity and growth at innovative Japanese firms: A quantile regression approach," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 67, pages 27-45.
    6. Ito, Keiko & Ikeuchi, Kenta & Daiko, Taro, 2021. "Global knowledge flow and Japanese multinational firms’ offshore R&D allocation and innovation," Japan and the World Economy, Elsevier, vol. 59(C).
    7. Chang Lu & Yong Qi & Bo Yu, 2024. "Effects of Domestic and International External Collaboration on New Product Development Performance in SMEs: Evidence from China," Sustainability, MDPI, vol. 16(1), pages 1-19, January.
    8. Yasuyuki Todo & Hiroyasu Inoue, 2021. "Geographic Diversification of the Supply Chains of Japanese Firms," Asian Economic Policy Review, Japan Center for Economic Research, vol. 16(2), pages 304-322, July.
    9. Yasuyuki Todo & Keita Oikawa & Masahito Ambashi & Fukunari Kimura & Shujiro Urata, 2023. "Robustness and resilience of supply chains during the COVID‐19 pandemic," The World Economy, Wiley Blackwell, vol. 46(6), pages 1843-1872, June.
    10. TODO Yasuyuki, 2022. "Resilient and Innovative Supply Chains: Evidence-based policy and managerial implications," Policy Discussion Papers 22024, Research Institute of Economy, Trade and Industry (RIETI).

    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. Fu, Xiaolan & Fu, Xiaoqing (Maggie) & Ghauri, Pervez & Hou, Jun, 2022. "International collaboration and innovation: Evidence from a leading Chinese multinational enterprise," Journal of World Business, Elsevier, vol. 57(4).
    2. Guan, Jiancheng & Liu, Na, 2016. "Exploitative and exploratory innovations in knowledge network and collaboration network: A patent analysis in the technological field of nano-energy," Research Policy, Elsevier, vol. 45(1), pages 97-112.
    3. Zhang, JingJing & Yan, Yan & Guan, JianCheng, 2019. "Recombinant distance, network governance and recombinant innovation," Technological Forecasting and Social Change, Elsevier, vol. 143(C), pages 260-272.
    4. Xionghe Qin, 2022. "The Impact of Interregional Collaboration on Multistage R&D Productivity and Their Interregional Gaps in Chinese Provinces," Mathematics, MDPI, vol. 10(8), pages 1-17, April.
    5. Ernest Miguélez & Rosina Moreno, 2013. "Do Labour Mobility and Technological Collaborations Foster Geographical Knowledge Diffusion? The Case of European Regions," Growth and Change, Wiley Blackwell, vol. 44(2), pages 321-354, June.
    6. Ferretti, Marco & Guerini, Massimiliano & Panetti, Eva & Parmentola, Adele, 2022. "The partner next door? The effect of micro-geographical proximity on intra-cluster inter-organizational relationships," Technovation, Elsevier, vol. 111(C).
    7. Grillitsch, Markus & Nilsson , Magnus, 2013. "Technological competencies and firm performance: Analyzing the importance of internal and external competencies," Papers in Innovation Studies 2013/24, Lund University, CIRCLE - Centre for Innovation Research.
    8. Miguélez, Ernest & Moreno, Rosina, 2015. "Knowledge flows and the absorptive capacity of regions," Research Policy, Elsevier, vol. 44(4), pages 833-848.
    9. Gilding, Michael & Brennecke, Julia & Bunton, Vikki & Lusher, Dean & Molloy, Peter L. & Codoreanu, Alex, 2020. "Network failure: Biotechnology firms, clusters and collaborations far from the world superclusters," Research Policy, Elsevier, vol. 49(2).
    10. Ernest Miguélez & Rosina Moreno, 2013. "Skilled labour mobility, networks and knowledge creation in regions: a panel data approach," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 51(1), pages 191-212, August.
    11. Yao, Li & Li, Jun & Li, Jian, 2020. "Urban innovation and intercity patent collaboration: A network analysis of China’s national innovation system," Technological Forecasting and Social Change, Elsevier, vol. 160(C).
    12. Robert Huggins & Piers Thompson, 2015. "Entrepreneurship, innovation and regional growth: a network theory," Small Business Economics, Springer, vol. 45(1), pages 103-128, June.
    13. Kudic, Muhamed & Bönisch, Peter & Dominguez Lacasa, Iciar, 2010. "Analyzing Innovation Drivers in the German Laser Industry: the Role of Positioning in the Social and Geographical Space," IWH Discussion Papers 22/2010, Halle Institute for Economic Research (IWH).
    14. Francesco Lamperti & Franco Malerba & Roberto Mavilia & Giorgio Tripodi, 2019. "Does the Position in the Inter-sectoral Knowledge Space affect the International Competitiveness of Industries?," LEM Papers Series 2019/23, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    15. De Noni, Ivan & Ganzaroli, Andrea & Orsi, Luigi, 2017. "The impact of intra- and inter-regional knowledge collaboration and technological variety on the knowledge productivity of European regions," Technological Forecasting and Social Change, Elsevier, vol. 117(C), pages 108-118.
    16. Wadhwa, Anu & Phelps, Corey & Kotha, Suresh, 2016. "Corporate venture capital portfolios and firm innovation," Journal of Business Venturing, Elsevier, vol. 31(1), pages 95-112.
    17. Rakas, Marija & Hain, Daniel S., 2019. "The state of innovation system research: What happens beneath the surface?," Research Policy, Elsevier, vol. 48(9), pages 1-1.
    18. Albahari, Alberto & Pérez-Canto, Salvador & Barge-Gil, Andrés & Modrego, Aurelia, 2017. "Technology Parks versus Science Parks: Does the university make the difference?," Technological Forecasting and Social Change, Elsevier, vol. 116(C), pages 13-28.
    19. Guan, Jiancheng & Zhang, Jingjing & Yan, Yan, 2015. "The impact of multilevel networks on innovation," Research Policy, Elsevier, vol. 44(3), pages 545-559.
    20. Vikas A. Aggarwal, 2020. "Resource congestion in alliance networks: How a firm's partners’ partners influence the benefits of collaboration," Strategic Management Journal, Wiley Blackwell, vol. 41(4), pages 627-655, April.

    More about this item

    JEL classification:

    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • F23 - International Economics - - International Factor Movements and International Business - - - Multinational Firms; International Business
    • L14 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Transactional Relationships; Contracts and Reputation

    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:eti:dpaper:18070. 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: TANIMOTO, Toko (email available below). General contact details of provider: https://edirc.repec.org/data/rietijp.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.