IDEAS home Printed from https://ideas.repec.org/a/kap/jtecht/v48y2023i4d10.1007_s10961-022-09950-0.html
   My bibliography  Save this article

Seek foreign funds or technology? Relative impacts of different spillover modes on innovation

Author

Listed:
  • Rajeev K. Goel

    (Illinois State University
    Kiel Institute for the World Economy)

Abstract

This paper identifies channels of influence of foreign linkages on innovative activity in nations and it compares the relative effects of aggregate innovation linkages, FDIs, high-tech imports, and ICT imports, on patenting across a large sample of nations. Whereas various drivers of the international innovative activity have been studied in the literature, our understanding of the contributions of different linkages to innovation deserves more attention. We ask: Are the different innovation linkages equally complementary to research inputs in fostering innovation? We find that a broader index of innovation linkages shows positive and significant spillovers on innovation. We also find some support for the positive link between FDIs and innovation; however, high-tech imports and ICT imports have opposite effects on innovation, with the former effect being negative. These spillovers are reinforced by the positive and expected impacts of R&D spending. In other results, greater venture capital investments boost innovation in most cases. The findings are somewhat sensitive across two alternative measures of patenting and there are some nonlinearities in the influence of FDIs and imports on innovation.

Suggested Citation

  • Rajeev K. Goel, 2023. "Seek foreign funds or technology? Relative impacts of different spillover modes on innovation," The Journal of Technology Transfer, Springer, vol. 48(4), pages 1466-1488, August.
    • Handle: RePEc:kap:jtecht:v:48:y:2023:i:4:d:10.1007_s10961-022-09950-0
    DOI: 10.1007/s10961-022-09950-0
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10961-022-09950-0
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1007/s10961-022-09950-0?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. d'Aspremont, Claude & Jacquemin, Alexis, 1988. "Cooperative and Noncooperative R&D in Duopoly with Spillovers," American Economic Review, American Economic Association, vol. 78(5), pages 1133-1137, December.
    2. Bertschek, I., 1995. "How to Stay in The Market? - Products and Process Innovation as a Response to Increasing Imports and Foreign Direct Investment," SFB 373 Discussion Papers 1995,7, Humboldt University of Berlin, Interdisciplinary Research Project 373: Quantification and Simulation of Economic Processes.
    3. Hall, Bronwyn H & Griliches, Zvi & Hausman, Jerry A, 1986. "Patents and R and D: Is There a Lag?," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 27(2), pages 265-283, June.
    4. Ernest Miguelez & Rosina Moreno, 2018. "Relatedness, external linkages and regional innovation in Europe," Regional Studies, Taylor & Francis Journals, vol. 52(5), pages 688-701, May.
    5. Cristiano Antonelli, 2006. "Diffusion as a Process of Creative Adoption," The Journal of Technology Transfer, Springer, vol. 31(2), pages 211-226, March.
    6. Mowery, David C. & Nelson, Richard R. & Sampat, Bhaven N. & Ziedonis, Arvids A., 2001. "The growth of patenting and licensing by U.S. universities: an assessment of the effects of the Bayh-Dole act of 1980," Research Policy, Elsevier, vol. 30(1), pages 99-119, January.
    7. Coe, David T. & Helpman, Elhanan, 1995. "International R&D spillovers," European Economic Review, Elsevier, vol. 39(5), pages 859-887, May.
    8. Krammer, Sorin M.S., 2014. "Assessing the relative importance of multiple channels for embodied and disembodied technological spillovers," Technological Forecasting and Social Change, Elsevier, vol. 81(C), pages 272-286.
    9. Bertschek, Irene, 1995. "Product and Process Innovation as a Response to Increasing Import and Foreign Direct Investment," Journal of Industrial Economics, Wiley Blackwell, vol. 43(4), pages 341-357, December.
    10. A. Varga, 2006. "Spatial Knowledge Spillovers and University Research: Evidence from Austria," Springer Books, in: Innovation, Networks, and Knowledge Spillovers, chapter 10, pages 211-232, Springer.
    11. Sara Amoroso & David B. Audretsch & Albert N. Link, 2018. "Sources of knowledge used by entrepreneurial firms in the European high-tech sector," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 8(1), pages 55-70, March.
    12. Rajeev Goel & Christoph Grimpe, 2013. "Active versus passive academic networking: evidence from micro-level data," The Journal of Technology Transfer, Springer, vol. 38(2), pages 116-134, April.
    13. Slavova, Kremena & Jong, Simcha, 2021. "University alliances and firm exploratory innovation: Evidence from therapeutic product development," Technovation, Elsevier, vol. 107(C).
    14. Jasjit Singh, 2005. "Collaborative Networks as Determinants of Knowledge Diffusion Patterns," Management Science, INFORMS, vol. 51(5), pages 756-770, May.
    15. Rajeev K. Goel & Devrim Göktepe-Hultén, 2013. "Industrial interactions and academic patenting: evidence from German scientists," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 22(6), pages 551-565, September.
    16. Salim, Ali & Razavi, Mohammad Reza & Afshari-Mofrad, Masoud, 2017. "Foreign direct investment and technology spillover in Iran: The role of technological capabilities of subsidiaries," Technological Forecasting and Social Change, Elsevier, vol. 122(C), pages 207-214.
    17. Di Cagno, Daniela & Fabrizi, Andrea & Meliciani, Valentina & Wanzenböck, Iris, 2016. "The impact of relational spillovers from joint research projects on knowledge creation across European regions," Technological Forecasting and Social Change, Elsevier, vol. 108(C), pages 83-94.
    18. Deepak Chandrashekar & M. H. Bala Subrahmanya, 2019. "Exploring the factors of cluster linkages that influence innovation performance of firms in a cluster," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 28(1), pages 1-22, January.
    19. Hui-lin Lin & Eric S. Lin, 2010. "FDI, Trade, and Product Innovation: Theory and Evidence," Southern Economic Journal, John Wiley & Sons, vol. 77(2), pages 434-464, October.
    20. Hui-lin Lin & Eric S. Lin, 2010. "FDI, Trade, and Product Innovation: Theory and Evidence," Southern Economic Journal, John Wiley & Sons, vol. 77(2), pages 434-464, October.
    21. Masao Nakamura & Mariko Sakakibara, 2003. "Knowledge sharing in cooperative research and development," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 24(2-3), pages 117-132.
    22. Audretsch, David B. & Bozeman, Barry & Combs, Kathryn L. & Feldman, Maryann & Link, Albert N. & Siegel, Donald S. & Stephan, Paula, 2002. "The Economics of Science and Technology," The Journal of Technology Transfer, Springer, vol. 27(2), pages 155-203, April.
    23. Lazzeretti, Luciana & Capone, Francesco, 2016. "How proximity matters in innovation networks dynamics along the cluster evolution. A study of the high technology applied to cultural goods," Journal of Business Research, Elsevier, vol. 69(12), pages 5855-5865.
    24. Guckenbiehl, Peter & Corral de Zubielqui, Graciela & Lindsay, Noel, 2021. "Knowledge and innovation in start-up ventures: A systematic literature review and research agenda," Technological Forecasting and Social Change, Elsevier, vol. 172(C).
    25. Xia Fan & Wenjie Liu & Guilong Zhu, 2017. "Scientific linkage and technological innovation capabilities: international comparisons of patenting in the solar energy industry," Scientometrics, Springer;Akadémiai Kiadó, vol. 111(1), pages 117-138, April.
    26. 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.
    27. Engelbrecht, Hans-Jurgen, 1997. "International R&D spillovers, human capital and productivity in OECD economies: An empirical investigation," European Economic Review, Elsevier, vol. 41(8), pages 1479-1488, August.
    28. Maryann Feldman, 1999. "The New Economics Of Innovation, Spillovers And Agglomeration: Areview Of Empirical Studies," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 8(1-2), pages 5-25.
    29. Dietzenbacher, Erik, 2000. "Spillovers of Innovation Effects," Journal of Policy Modeling, Elsevier, vol. 22(1), pages 27-42, January.
    30. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
    31. Goel, Rajeev K. & Saunoris, James W., 2016. "Institutional path dependence and international research intensity," Economic Modelling, Elsevier, vol. 52(PB), pages 851-858.
    32. Kamien, Morton I & Muller, Eitan & Zang, Israel, 1992. "Research Joint Ventures and R&D Cartels," American Economic Review, American Economic Association, vol. 82(5), pages 1293-1306, December.
    33. Martin Meyer, 2006. "Measuring science-technology interaction in the knowledge-driven economy: The case of a small economy," Scientometrics, Springer;Akadémiai Kiadó, vol. 66(2), pages 425-439, February.
    34. Cheung Kui-yin & Lin, Ping, 2004. "Spillover effects of FDI on innovation in China: Evidence from the provincial data," China Economic Review, Elsevier, vol. 15(1), pages 25-44.
    35. Yang, Rui & Che, Tong & Lai, Fujun, 2021. "The Impacts of production linkages on cross-regional collaborative innovations: The role of inter-regional network capital✰," Technological Forecasting and Social Change, Elsevier, vol. 170(C).
    36. James H. Love & Stephen Roper & Priit Vahter, 2014. "Learning from openness: The dynamics of breadth in external innovation linkages," Strategic Management Journal, Wiley Blackwell, vol. 35(11), pages 1703-1716, November.
    37. Arundel, Anthony & Kabla, Isabelle, 1998. "What percentage of innovations are patented? empirical estimates for European firms," Research Policy, Elsevier, vol. 27(2), pages 127-141, June.
    38. Vernon Henderson, J., 2007. "Understanding knowledge spillovers," Regional Science and Urban Economics, Elsevier, vol. 37(4), pages 497-508, July.
    39. Rajeev K. Goel, 2020. "IPR infringement in the United States: impacts on the input and output of R&D," The Journal of Technology Transfer, Springer, vol. 45(2), pages 481-493, April.
    40. Wang, Chun-Chieh & Sung, Hui-Yun & Chen, Dar-Zen & Huang, Mu-Hsuan, 2017. "Strong ties and weak ties of the knowledge spillover network in the semiconductor industry," Technological Forecasting and Social Change, Elsevier, vol. 118(C), pages 114-127.
    41. Tsai-Ju Liao & Chwo-Ming Yu, 2013. "The impact of local linkages, international linkages, and absorptive capacity on innovation for foreign firms operating in an emerging economy," The Journal of Technology Transfer, Springer, vol. 38(6), pages 809-827, December.
    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. Rajeev K. Goel, 2022. "Knowledge diffusion worldwide: Role of university–industry collaborations and beyond," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(5), pages 1330-1339, July.
    2. Rajeev K. Goel, 2020. "IPR infringement in the United States: impacts on the input and output of R&D," The Journal of Technology Transfer, Springer, vol. 45(2), pages 481-493, April.
    3. Marie‐Laure Cabon‐Dhersin & Emmanuelle Taugourdeau, 2018. "Location and research activities organization: Could public/private cooperation be harmful?," Papers in Regional Science, Wiley Blackwell, vol. 97(4), pages 883-907, November.
    4. Marie‐Laure Cabon‐Dhersin & Emmanuelle Taugourdeau, 2018. "Location and research activities organization: Could public/private cooperation be harmful?," Papers in Regional Science, Wiley Blackwell, vol. 97(4), pages 883-907, November.
    5. Elmawazini, Khaled & Atallah, Gamal & Rafiquzzaman, Mohammed & Guesmi, Khaled, 2022. "Do regulatory policies matter to corporate innovation?," International Review of Financial Analysis, Elsevier, vol. 84(C).
    6. 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.
    7. Rajeev K. Goel & James W. Saunoris, 2022. "Foreign direct investment (FDI): friend or foe of non-innovating firms?," The Journal of Technology Transfer, Springer, vol. 47(4), pages 1162-1178, August.
    8. Chongfeng Wang & Gupeng Zhang, 2019. "Examining the moderating effect of technology spillovers embedded in the intra- and inter-regional collaborative innovation networks of China," Scientometrics, Springer;Akadémiai Kiadó, vol. 119(2), pages 561-593, May.
    9. Elvira Cerver-Romero & João J. Ferreira & Cristina Fernandes, 2020. "A scientometric analysis of knowledge spillover research," The Journal of Technology Transfer, Springer, vol. 45(3), pages 780-805, June.
    10. 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.
    11. Duan, Yunlong & Liu, Shuling & Cheng, Hao & Chin, Tachia & Luo, Xuan, 2021. "The moderating effect of absorptive capacity on transnational knowledge spillover and the innovation quality of high-tech industries in host countries: Evidence from the Chinese manufacturing industry," International Journal of Production Economics, Elsevier, vol. 233(C).
    12. Katherine Wynn & Mingji Liu & Jasmine Cohen, 2022. "Quantifying the economy‐wide returns to innovation for Australia," Australian Economic Papers, Wiley Blackwell, vol. 61(3), pages 591-614, September.
    13. Isabel Maria Medalho Pereira, 2007. "Business-Science Research Collaboration under Moral Hazard," UFAE and IAE Working Papers 721.07, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
    14. Marie-Laure Cabon-Dhersin & Emmanuelle Taugourdeau, 2015. "Research clusters: How public subsidies matter?," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-01159523, HAL.
    15. Feldman, Maryann P. & Kogler, Dieter F., 2010. "Stylized Facts in the Geography of Innovation," 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 381-410, Elsevier.
    16. Ksenia Gonchar & Boris Kuznetsov, 2018. "How import integration changes firms’ decisions to innovate," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 60(3), pages 501-528, May.
    17. Matthias Firgo & Peter Mayerhofer, 2015. "Wissensintensive Unternehmensdienste, Wissens-Spillovers und regionales Wachstum. Teilprojekt 1: Wissens-Spillovers und regionale Entwicklung – Welche strukturpolitische Ausrichtung optimiert das Wach," WIFO Studies, WIFO, number 58342.
    18. Li, Xibao, 2011. "Sources of External Technology, Absorptive Capacity, and Innovation Capability in Chinese State-Owned High-Tech Enterprises," World Development, Elsevier, vol. 39(7), pages 1240-1248, July.
    19. Kornelius Kraft & Jörg Stank & Ralf Dewenter, 2011. "Co-determination and innovation," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 35(1), pages 145-172.
    20. Angel de la Fuente & Antonio Ciccone, 2003. "Human capital in a global and knowledge-based economy," UFAE and IAE Working Papers 562.03, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).

    More about this item

    Keywords

    Patents; Innovation; R&D; FDI; High-tech imports; ICT imports; Innovation linkages;
    All these keywords.

    JEL classification:

    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • O38 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Government Policy

    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:kap:jtecht:v:48:y:2023:i:4:d:10.1007_s10961-022-09950-0. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.