IDEAS home Printed from https://ideas.repec.org/a/kap/jtecht/v48y2023i3d10.1007_s10961-022-09937-x.html
   My bibliography  Save this article

Does R&D cooperation with competitors cause firms to invest in R&D more intensively? evidence from Korean manufacturing firms

Author

Listed:
  • BeomJu Park

    (Korea Advanced Institute of Science and Technology (KAIST))

  • Chang-Yang Lee

    (Korea Advanced Institute of Science and Technology (KAIST))

Abstract

This study aims to examine whether R&D cooperation with competitors promotes firm R&D investment. Although some theoretical models and anecdotal examples imply that firms may be discouraged from investing in R&D that arises from R&D cooperation with competitors, there are relatively few empirical studies that analyze the relationship between R&D cooperation with competitors and firm innovation input, compared to the theoretical models, and most empirical studies argued that R&D cooperation causes firms to invest in R&D more intensively. This study aims to fill this lacuna in the existing literature by empirically investigating the relationship between R&D cooperation with competitors and firm R&D intensity, primarily focusing on moderating factors influencing a degree of spillovers among firms, or a firm’s ability and an incentive to utilize spillovers, which shape the relationship. Using a panel data set of Korean manufacturing firms, we find the following: First, firm-specific absorptive capacity has a positive moderating effect on the relationship. Second, a firm-specific employee turnover rate has a negative moderating effect on the relationship. Third, firm-specific market power has a negative moderating effect on the relationship. Fourth, after controlling for the moderating effects, we find that the stand-alone (or direct) effect of R&D cooperation with competitors on firm R&D intensity is negative. Finally, the stand-alone effect and the moderating effects are more pronounced for firms operating in high-technology industries. We argue that R&D cooperation with competitors per se may not provide firms with the incentive to increase their R&D investment due mostly to opportunism and low appropriability caused by the increased spillovers among competitors. In addition, public sectors and firms should consider each firm’s ability and an incentive to utilize increased spillovers caused by R&D cooperation with competitors.

Suggested Citation

  • BeomJu Park & Chang-Yang Lee, 2023. "Does R&D cooperation with competitors cause firms to invest in R&D more intensively? evidence from Korean manufacturing firms," The Journal of Technology Transfer, Springer, vol. 48(3), pages 1045-1076, June.
  • Handle: RePEc:kap:jtecht:v:48:y:2023:i:3:d:10.1007_s10961-022-09937-x
    DOI: 10.1007/s10961-022-09937-x
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10961-022-09937-x
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s10961-022-09937-x?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 search for a different version of it.

    References listed on IDEAS

    as
    1. Rafael A. Corredoira & Lori Rosenkopf, 2010. "Should auld acquaintance be forgot? the reverse transfer of knowledge through mobility ties," Strategic Management Journal, Wiley Blackwell, vol. 31(2), pages 159-181, February.
    2. Kleibergen, Frank & Paap, Richard, 2006. "Generalized reduced rank tests using the singular value decomposition," Journal of Econometrics, Elsevier, vol. 133(1), pages 97-126, July.
    3. Sakakibara, Mariko, 1997. "Evaluating government-sponsored R&D consortia in Japan: who benefits and how?," Research Policy, Elsevier, vol. 26(4-5), pages 447-473, December.
    4. Schrader, Stephan, 1991. "Informal technology transfer between firms: Cooperation through information trading," Research Policy, Elsevier, vol. 20(2), pages 153-170, April.
    5. Paloma Lopez-Garcia & Jose Manuel Montero, 2012. "Spillovers and absorptive capacity in the decision to innovate of Spanish firms: the role of human capital," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 21(7), pages 589-612, October.
    6. Reinganum, Jennifer F., 1981. "Dynamic games of innovation," Journal of Economic Theory, Elsevier, vol. 25(1), pages 21-41, August.
    7. Bronwyn H. Hall & Adam Jaffe & Manuel Trajtenberg, 2005. "Market Value and Patent Citations," RAND Journal of Economics, The RAND Corporation, vol. 36(1), pages 16-38, Spring.
    8. Dawid, H. & Kopel, M. & Kort, P.M., 2013. "R&D competition versus R&D cooperation in oligopolistic markets with evolving structure," International Journal of Industrial Organization, Elsevier, vol. 31(5), pages 527-537.
    9. Cooper, David P., 2001. "Innovation and reciprocal externalities: information transmission via job mobility," Journal of Economic Behavior & Organization, Elsevier, vol. 45(4), pages 403-425, August.
    10. Yannis Caloghirou & Ioannis Giotopoulos & Efthymia Korra & Aggelos Tsakanikas, 2018. "How do employee training and knowledge stocks affect product innovation?," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 27(4), pages 343-360, May.
    11. Schmiedeberg, Claudia, 2008. "Complementarities of innovation activities: An empirical analysis of the German manufacturing sector," Research Policy, Elsevier, vol. 37(9), pages 1492-1503, October.
    12. Kai Li & Jiaping Qiu & Jin Wang, 2019. "Technology Conglomeration, Strategic Alliances, and Corporate Innovation," Management Science, INFORMS, vol. 65(11), pages 5065-5090, November.
    13. Juan A. Correa & Carmine Ornaghi, 2014. "Competition & Innovation: Evidence from U.S. Patent and Productivity Data," Journal of Industrial Economics, Wiley Blackwell, vol. 62(2), pages 258-285, June.
    14. Irwin, Douglas A. & Klenow, Peter J., 1996. "High-tech R&D subsidies Estimating the effects of Sematech," Journal of International Economics, Elsevier, vol. 40(3-4), pages 323-344, May.
    15. Alexander Oettl & Ajay Agrawal, 2008. "International labor mobility and knowledge flow externalities," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 39(8), pages 1242-1260, December.
    16. Tether, Bruce S., 2002. "Who co-operates for innovation, and why: An empirical analysis," Research Policy, Elsevier, vol. 31(6), pages 947-967, August.
    17. Rikard Larsson & Lars Bengtsson & Kristina Henriksson & Judith Sparks, 1998. "The Interorganizational Learning Dilemma: Collective Knowledge Development in Strategic Alliances," Organization Science, INFORMS, vol. 9(3), pages 285-305, June.
    18. Lee G. Branstetter & Mariko Sakakibara, 2002. "When Do Research Consortia Work Well and Why? Evidence from Japanese Panel Data," American Economic Review, American Economic Association, vol. 92(1), pages 143-159, March.
    19. Giuliani, Elisa & Bell, Martin, 2005. "The micro-determinants of meso-level learning and innovation: evidence from a Chilean wine cluster," Research Policy, Elsevier, vol. 34(1), pages 47-68, February.
    20. Roberto Hernán & Pedro L. Marín & Georges Siotis, 2003. "An empirical evaluation of the determinants of Research Joint Venture Formation," Journal of Industrial Economics, Wiley Blackwell, vol. 51(1), pages 75-89, March.
    21. Costas Arkolakis & Natalia Ramondo & Andrés Rodríguez-Clare & Stephen Yeaple, 2018. "Innovation and Production in the Global Economy," American Economic Review, American Economic Association, vol. 108(8), pages 2128-2173, August.
    22. Kale, Jayant R. & Loon, Yee Cheng, 2011. "Product market power and stock market liquidity," Journal of Financial Markets, Elsevier, vol. 14(2), pages 376-410, May.
    23. Lee, Chang-Yang, 2009. "Do firms in clusters invest in R&D more intensively? Theory and evidence from multi-country data," Research Policy, Elsevier, vol. 38(7), pages 1159-1171, September.
    24. José Luis Montiel Olea & Carolin Pflueger, 2013. "A Robust Test for Weak Instruments," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 31(3), pages 358-369, July.
    25. Carolin E. Pflueger & Su Wang, 2015. "A robust test for weak instruments in Stata," Stata Journal, StataCorp LP, vol. 15(1), pages 216-225, March.
    26. Ghosh, Arghya & Morita, Hodaka, 2012. "Competitor collaboration and product distinctiveness," International Journal of Industrial Organization, Elsevier, vol. 30(2), pages 137-152.
    27. Jean Tirole, 1988. "The Theory of Industrial Organization," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262200716, December.
    28. Paul Almeida & Bruce Kogut, 1999. "Localization of Knowledge and the Mobility of Engineers in Regional Networks," Management Science, INFORMS, vol. 45(7), pages 905-917, July.
    29. 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.
    30. Keld Laursen & Volker Mahnke, 2001. "Knowledge Strategies, Firm Types, and Complementarity in Human-Resource Practices," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 5(1), pages 1-27, March.
    31. Patrick Greenlee, 2005. "Endogenous Formation Of Competitive Research Sharing Joint Ventures," Journal of Industrial Economics, Wiley Blackwell, vol. 53(3), pages 355-391, September.
    32. Cohen, Wesley M & Levinthal, Daniel A, 1989. "Innovation and Learning: The Two Faces of R&D," Economic Journal, Royal Economic Society, vol. 99(397), pages 569-596, September.
    33. Mika Maliranta & Pierre Mohnen & Petri Rouvinen, 2009. "Is inter-firm labor mobility a channel of knowledge spillovers? Evidence from a linked employer--employee panel," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 18(6), pages 1161-1191, December.
    34. Katrien Kesteloot & Reinhilde Veugelers, 1995. "Stable R&D Cooperation with Spillovers," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 4(4), pages 651-672, December.
    35. Chakraborty, Pavel & Chatterjee, Chirantan, 2017. "Does environmental regulation indirectly induce upstream innovation? New evidence from India," Research Policy, Elsevier, vol. 46(5), pages 939-955.
    36. Schmidt, Tobias, 2005. "Knowledge Flows and R&D Co-operation: Firm-level Evidence from Germany," ZEW Discussion Papers 05-22, ZEW - Leibniz Centre for European Economic Research.
    37. Michael L. Katz, 1986. "An Analysis of Cooperative Research and Development," RAND Journal of Economics, The RAND Corporation, vol. 17(4), pages 527-543, Winter.
    38. Federica Angeli & Alessandro Grandi & Rosa Grimaldi, 2014. "Directions and Paths of Knowledge Flows through Labour Mobility: A Social Capital Perspective," Regional Studies, Taylor & Francis Journals, vol. 48(11), pages 1896-1917, November.
    39. Richard C. Levin & Alvin K. Klevorick & Richard R. Nelson & Sidney G. Winter, 1987. "Appropriating the Returns from Industrial Research and Development," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 18(3, Specia), pages 783-832.
    40. Jaana Rahko, 2017. "Knowledge spillovers through inventor mobility: the effect on firm-level patenting," The Journal of Technology Transfer, Springer, vol. 42(3), pages 585-614, June.
    41. Nile W. Hatch & Jeffrey H. Dyer, 2004. "Human capital and learning as a source of sustainable competitive advantage," Strategic Management Journal, Wiley Blackwell, vol. 25(12), pages 1155-1178, December.
    42. Bruce Kogut, 1988. "Joint ventures: Theoretical and empirical perspectives," Strategic Management Journal, Wiley Blackwell, vol. 9(4), pages 319-332, July.
    43. Erkal, Nisvan & Piccinin, Daniel, 2010. "Cooperative R&D under uncertainty with free entry," International Journal of Industrial Organization, Elsevier, vol. 28(1), pages 74-85, January.
    44. Agrawal, Ajay & Kapur, Devesh & McHale, John & Oettl, Alexander, 2011. "Brain drain or brain bank? The impact of skilled emigration on poor-country innovation," Journal of Urban Economics, Elsevier, vol. 69(1), pages 43-55, January.
    45. Leiponen, Aija, 2005. "Skills and innovation," International Journal of Industrial Organization, Elsevier, vol. 23(5-6), pages 303-323, June.
    46. Ikujiro Nonaka, 1994. "A Dynamic Theory of Organizational Knowledge Creation," Organization Science, INFORMS, vol. 5(1), pages 14-37, February.
    47. Kenneth Arrow, 1962. "Economic Welfare and the Allocation of Resources for Invention," NBER Chapters, in: The Rate and Direction of Inventive Activity: Economic and Social Factors, pages 609-626, National Bureau of Economic Research, Inc.
    48. Mariko Sakakibara, 2001. "The Diversity of R&D Consortia and Firm Behavior: Evidence from Japanese Data," Journal of Industrial Economics, Wiley Blackwell, vol. 49(2), pages 181-196, June.
    49. Datta, Sudip & Iskandar-Datta, Mai & Singh, Vivek, 2013. "Product market power, industry structure, and corporate earnings management," Journal of Banking & Finance, Elsevier, vol. 37(8), pages 3273-3285.
    50. Choi, Mincheol & Lee, Chang-Yang, 2021. "Technological diversification and R&D productivity: The moderating effects of knowledge spillovers and core-technology competence," Technovation, Elsevier, vol. 104(C).
    51. Andrew C. Inkpen, 2000. "Learning Through Joint Ventures: A Framework Of Knowledge Acquisition," Journal of Management Studies, Wiley Blackwell, vol. 37(7), pages 1019-1044, November.
    52. Sakakibara, Mariko, 2001. "The Diversity of R&D Consortia and Firm Behavior: Evidence from Japanese Data," Journal of Industrial Economics, Wiley Blackwell, vol. 49(2), pages 181-196, June.
    53. Zucker, Lynne G & Darby, Michael R & Armstrong, Jeff, 1998. "Geographically Localized Knowledge: Spillovers or Markets?," Economic Inquiry, Western Economic Association International, vol. 36(1), pages 65-86, January.
    54. Miotti, Luis & Sachwald, Frederique, 2003. "Co-operative R&D: why and with whom?: An integrated framework of analysis," Research Policy, Elsevier, vol. 32(8), pages 1481-1499, September.
    55. Luca Lambertini & Francesca Lotti & Enrico Santarelli, 2004. "Infra-industry spillovers and R&D cooperation: Theory and evidence," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 13(4), pages 311-328.
    56. Taeyoon Sung & Chang-Yang Lee & Hyeonmi Ahn, 2017. "What determines firms’ R&D intensity in business groups with cross-ownership structures?," Industry and Innovation, Taylor & Francis Journals, vol. 24(6), pages 633-658, August.
    57. David J. Teece & Gary Pisano & Amy Shuen, 1997. "Dynamic capabilities and strategic management," Strategic Management Journal, Wiley Blackwell, vol. 18(7), pages 509-533, August.
    58. David Besanko & Jianjun Wu, 2013. "The Impact of Market Structure and Learning on the Tradeoff between R&D Competition and Cooperation," Journal of Industrial Economics, Wiley Blackwell, vol. 61(1), pages 166-201, March.
    59. Simeth, Markus & Mohammadi, Ali, 2017. "The impact of open innovation on employee mobility and entrepreneurship," Working Paper Series in Economics and Institutions of Innovation 449, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
    60. De Bondt, Raymond, 1997. "Spillovers and innovative activities," International Journal of Industrial Organization, Elsevier, vol. 15(1), pages 1-28, February.
    61. Choi, Jay Pil, 1993. "Cooperative R&D with product market competition," International Journal of Industrial Organization, Elsevier, vol. 11(4), pages 553-571.
    62. Prashant Kale & Harbir Singh & Howard Perlmutter, 2000. "Learning and protection of proprietary assets in strategic alliances: building relational capital," Strategic Management Journal, Wiley Blackwell, vol. 21(3), pages 217-237, March.
    63. Lars-Hendrik Röller & Ralph Siebert & Mihkel M. Tombak, 2007. "Why Firms Form (or do not Form) RJVS," Economic Journal, Royal Economic Society, vol. 117(522), pages 1122-1144, July.
    64. Ho‐Chyuan Chen, 2005. "Strategic Debt And Rjv Competition," Australian Economic Papers, Wiley Blackwell, vol. 44(2), pages 149-161, June.
    65. T. K. Das & Bing-Sheng Teng, 2000. "Instabilities of Strategic Alliances: An Internal Tensions Perspective," Organization Science, INFORMS, vol. 11(1), pages 77-101, February.
    66. Kaiser, Ulrich, 2002. "An empirical test of models explaining research expenditures and research cooperation: evidence for the German service sector," International Journal of Industrial Organization, Elsevier, vol. 20(6), pages 747-774, June.
    67. Gary Hamel, 1991. "Competition for competence and interpartner learning within international strategic alliances," Strategic Management Journal, Wiley Blackwell, vol. 12(S1), pages 83-103, June.
    68. Frédéric C. Godart & Andrew V. Shipilov & Kim Claes, 2014. "Making the Most of the Revolving Door: The Impact of Outward Personnel Mobility Networks on Organizational Creativity," Organization Science, INFORMS, vol. 25(2), pages 377-400, April.
    69. Chang-Yang Lee, 2003. "A simple theory and evidence on the determinants of firm R&D," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 12(5), pages 385-395.
    70. Patrick Greenlee & Bruno Cassiman, 1999. "Product market objectives and the formation of research joint ventures," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 20(3), pages 115-130.
    71. A. P. Lerner, 1934. "The Concept of Monopoly and the Measurement of Monopoly Power," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 1(3), pages 157-175.
    72. Okamuro, Hiroyuki, 2007. "Determinants of successful R&D cooperation in Japanese small businesses: The impact of organizational and contractual characteristics," Research Policy, Elsevier, vol. 36(10), pages 1529-1544, December.
    73. Lee, Jeho & Park, Seung Ho & Ryu, Young & Baik, Yoon-Suk, 2010. "A hidden cost of strategic alliances under Schumpeterian dynamics," Research Policy, Elsevier, vol. 39(2), pages 229-238, March.
    74. Federico Aime & Scott Johnson & Jason W. Ridge & Aaron D. Hill, 2010. "The routine may be stable but the advantage is not: competitive implications of key employee mobility," Strategic Management Journal, Wiley Blackwell, vol. 31(1), pages 75-87, January.
    75. Anders Malmberg & Dominic Power, 2005. "(How) Do (Firms in) Clusters Create Knowledge?," Industry and Innovation, Taylor & Francis Journals, vol. 12(4), pages 409-431.
    76. Zucker, Lynne G & Darby, Michael R & Brewer, Marilynn B, 1998. "Intellectual Human Capital and the Birth of U.S. Biotechnology Enterprises," American Economic Review, American Economic Association, vol. 88(1), pages 290-306, March.
    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. Manuela Gussoni, 2009. "The determinants of inter-firms R&D cooperation and partner selection. A literature overview," Discussion Papers 2009/86, Dipartimento di Economia e Management (DEM), University of Pisa, Pisa, Italy.
    2. Busom, Isabel & Fernández-Ribas, Andrea, 2008. "The impact of firm participation in R&D programmes on R&D partnerships," Research Policy, Elsevier, vol. 37(2), pages 240-257, March.
    3. 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.
    4. Spyros Arvanitis, 2009. "How do different motives for R&D cooperation affect firm performance?," KOF Working papers 09-233, KOF Swiss Economic Institute, ETH Zurich.
    5. Kaiser, Ulrich & Kuhn, Johan M., 2012. "Long-run effects of public–private research joint ventures: The case of the Danish Innovation Consortia support scheme," Research Policy, Elsevier, vol. 41(5), pages 913-927.
    6. Silipo, Damiano B., 2008. "Incentives and forms of cooperation in research and development," Research in Economics, Elsevier, vol. 62(2), pages 101-119, June.
    7. Ipsita Roy, 2018. "Role of human resource practices in absorptive capacity and R&D cooperation," Journal of Evolutionary Economics, Springer, vol. 28(4), pages 885-913, September.
    8. Duso, Tomaso & Pennings, Enrico & Seldeslachts, Jo, 2010. "Learning dynamics in research alliances: A panel data analysis," Research Policy, Elsevier, vol. 39(6), pages 776-789, July.
    9. Beck, Mathias & Junge, Martin & Kaiser, Ulrich, 2017. "Public Funding and Corporate Innovation," IZA Discussion Papers 11196, Institute of Labor Economics (IZA).
    10. Hyunbae Chun & Sung-Bae Mun, 2012. "Determinants of R&D cooperation in small and medium-sized enterprises," Small Business Economics, Springer, vol. 39(2), pages 419-436, September.
    11. Choi, Jin-Uk & Lee, Chang-Yang, 2022. "The differential effects of basic research on firm R&D productivity: The conditioning role of technological diversification," Technovation, Elsevier, vol. 118(C).
    12. Belderbos, Rene & Carree, Martin & Diederen, Bert & Lokshin, Boris & Veugelers, Reinhilde, 2004. "Heterogeneity in R&D cooperation strategies," International Journal of Industrial Organization, Elsevier, vol. 22(8-9), pages 1237-1263, November.
    13. Sverre Herstad & Øyvind Pålshaugen & Bernd Ebersberger, 2011. "Industrial Innovation Collaboration in a Capital Region Context," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 2(4), pages 507-532, December.
    14. Jarle Moen, 2005. "Is Mobility of Technical Personnel a Source of R&D Spillovers?," Journal of Labor Economics, University of Chicago Press, vol. 23(1), pages 81-114, January.
    15. Banal-Estañol, Albert & Duso, Tomaso & Seldeslachts, Jo & Szücs, Florian, 2022. "R&D spillovers through RJV cooperation," Research Policy, Elsevier, vol. 51(4).
    16. Dirk Czarnitzki & Katrin Hussinger & Cédric Schneider, 2015. "R&D Collaboration with Uncertain Intellectual Property Rights," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 46(2), pages 183-204, March.
    17. Hyeon Chang Kim & Woojin Yoon, 2019. "Study On Types Of Technology Cooperation Partner And Innovation Performance: Focusing On Incremental And Radical Innovation," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 23(01), pages 1-25, January.
    18. Bonte, Werner & Keilbach, Max, 2005. "Concubinage or marriage? Informal and formal cooperations for innovation," International Journal of Industrial Organization, Elsevier, vol. 23(3-4), pages 279-302, April.
    19. Lhuillery, Stéphane & Pfister, Etienne, 2009. "R&D cooperation and failures in innovation projects: Empirical evidence from French CIS data," Research Policy, Elsevier, vol. 38(1), pages 45-57, February.
    20. Leone, Maria Isabella & Messeni Petruzzelli, Antonio & Natalicchio, Angelo, 2022. "Boundary spanning through external technology acquisition: The moderating role of star scientists and upstream alliances," Technovation, Elsevier, vol. 116(C).

    More about this item

    Keywords

    R&D intensity; R&D cooperation with competitors; Increased spillovers; R&D opportunities; Public goods;
    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
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D
    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • L52 - Industrial Organization - - Regulation and Industrial Policy - - - Industrial Policy; Sectoral Planning Methods

    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:3:d:10.1007_s10961-022-09937-x. 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.