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Coopetition and innovation: A review and research agenda

Author

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  • Corbo, Leonardo
  • Kraus, Sascha
  • Vlačić, Božidar
  • Dabić, Marina
  • Caputo, Andrea
  • Pellegrini, Massimiliano M.
Abstract
The proliferation of research on innovation-related coopetition calls for a more unified understanding of the current state of knowledge in this domain. Previous reviews on coopetition, however, fall short when it comes to putting innovation at the core of their analysis, often relegating the topic to one of the research themes/dimensions of coopetition, or considering innovation to be a promising area for future research. We fill this gap by systematically reviewing two decades of research on coopetition and innovation. We apply Multiple Correspondence Analysis (MCA) methods to a sample of 128 articles from academic journals published in the field of coopetition and innovation, revealing the major research themes, the theories and methods used, the levels of analysis, and the contexts explored. The holistic representation of coopetition and innovation research hinges upon multiple theories, including the resource-based view, the knowledge-based view, the network view, and the behavioral view, while predominantly focusing on strategy; innovativeness; value creation, appropriation and performance; appropriability and protection; and organizational culture. Given the increasing scholarly interest in both coopetition and innovation, this study proposes fruitful research avenues, and discusses their implications for both theory and practice.

Suggested Citation

  • Corbo, Leonardo & Kraus, Sascha & Vlačić, Božidar & Dabić, Marina & Caputo, Andrea & Pellegrini, Massimiliano M., 2023. "Coopetition and innovation: A review and research agenda," Technovation, Elsevier, vol. 122(C).
    • Handle: RePEc:eee:techno:v:122:y:2023:i:c:s0166497222001717
    DOI: 10.1016/j.technovation.2022.102624
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    1. Yadav, Neetu & Kumar, Roopesh & Malik, Ashish, 2022. "Global developments in coopetition research: A bibliometric analysis of research articles published between 2010 and 2020," Journal of Business Research, Elsevier, vol. 145(C), pages 495-508.
    2. Marina Dabić & Jane Maley & Leo-Paul Dana & Ivan Novak & Massimiliano M. Pellegrini & Andrea Caputo, 2020. "Pathways of SME internationalization: a bibliometric and systematic review," Small Business Economics, Springer, vol. 55(3), pages 705-725, October.
    3. López-Duarte, Cristina & González-Loureiro, Miguel & Vidal-Suárez, Marta M. & González-Díaz, Belén, 2016. "International strategic alliances and national culture: Mapping the field and developing a research agenda," Journal of World Business, Elsevier, vol. 51(4), pages 511-524.
    4. David J. TEECE, 2008. "Profiting from technological innovation: Implications for integration, collaboration, licensing and public policy," World Scientific Book Chapters, in: The Transfer And Licensing Of Know-How And Intellectual Property Understanding the Multinational Enterprise in the Modern World, chapter 5, pages 67-87, World Scientific Publishing Co. Pte. Ltd..
    5. Jay B. Barney & Mark H. Hansen, 1994. "Trustworthiness as a Source of Competitive Advantage," Strategic Management Journal, Wiley Blackwell, vol. 15(S1), pages 175-190, December.
    6. Gans, Joshua S. & Stern, Scott, 2003. "The product market and the market for "ideas": commercialization strategies for technology entrepreneurs," Research Policy, Elsevier, vol. 32(2), pages 333-350, February.
    7. Haefner, Naomi & Wincent, Joakim & Parida, Vinit & Gassmann, Oliver, 2021. "Artificial intelligence and innovation management: A review, framework, and research agenda✰," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    8. Snyder, Hannah, 2019. "Literature review as a research methodology: An overview and guidelines," Journal of Business Research, Elsevier, vol. 104(C), pages 333-339.
    9. Sascha Kraus & Fabian Meier & Thomas Niemand & Ricarda B. Bouncken & Paavo Ritala, 2018. "In search for the ideal coopetition partner: an experimental study," Review of Managerial Science, Springer, vol. 12(4), pages 1025-1053, October.
    10. Dovev Lavie & Pamela R. Haunschild & Poonam Khanna, 2012. "Organizational differences, relational mechanisms, and alliance performance," Strategic Management Journal, Wiley Blackwell, vol. 33(13), pages 1453-1479, December.
    11. Ricarda B. Bouncken & Sven M. Laudien & Viktor Fredrich & Lars Görmar, 2018. "Coopetition in coworking-spaces: value creation and appropriation tensions in an entrepreneurial space," Review of Managerial Science, Springer, vol. 12(2), pages 385-410, March.
    12. Wojciech Czakon & Thomas Niemand & Johanna Gast & Sascha Kraus & Frühstück Lisa, 2020. "Designing coopetition for radical innovation: An experimental study of managers' preferences for developing self-driving electric cars," Post-Print hal-02943184, HAL.
    13. Patrycja Klimas & Wojciech Czakon, 2018. "Organizational innovativeness and coopetition: a study of video game developers," Review of Managerial Science, Springer, vol. 12(2), pages 469-497, March.
    14. Fredrich, Viktor & Bouncken, Ricarda B. & Kraus, Sascha, 2019. "The race is on: Configurations of absorptive capacity, interdependence and slack resources for interorganizational learning in coopetition alliances," Journal of Business Research, Elsevier, vol. 101(C), pages 862-868.
    15. Matthias Breier & Andreas Kallmuenzer & Thomas Clauss & Johanna Gast & Sascha Kraus & Victor Tiberius, 2021. "The role of business model innovation in the hospitality industry during the COVID-19 crisis," Post-Print hal-03514806, HAL.
    16. Bacon, Emily & Williams, Michael D. & Davies, Gareth, 2020. "Coopetition in innovation ecosystems: A comparative analysis of knowledge transfer configurations," Journal of Business Research, Elsevier, vol. 115(C), pages 307-316.
    17. van den Broek, Judith & Boselie, Paul & Paauwe, Jaap, 2018. "Cooperative innovation through a talent management pool: A qualitative study on coopetition in healthcare," European Management Journal, Elsevier, vol. 36(1), pages 135-144.
    18. Nukhet Harmancioglu & Gerard J Tellis, 2018. "Silicon envy: How global innovation clusters hurt or stimulate each other across developed and emerging markets," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 49(7), pages 902-918, September.
    19. Youngwook Ko & Yanghon Chung & Hangyeol Seo, 2020. "Coopetition for Sustainable Competitiveness: R&D Collaboration in Perspective of Productivity," Sustainability, MDPI, vol. 12(19), pages 1-18, September.
    20. Vlačić, Božidar & Corbo, Leonardo & Costa e Silva, Susana & Dabić, Marina, 2021. "The evolving role of artificial intelligence in marketing: A review and research agenda," Journal of Business Research, Elsevier, vol. 128(C), pages 187-203.
    21. Julia Planko & Maryse M.H. Chappin & Jacqueline Cramer & Marko P. Hekkert, 2019. "Coping with coopetition—Facing dilemmas in cooperation for sustainable development: The case of the Dutch smart grid industry," Business Strategy and the Environment, Wiley Blackwell, vol. 28(5), pages 665-674, July.
    22. Paul S. Adler & Barbara Goldoftas & David I. Levine, 1999. "Flexibility Versus Efficiency? A Case Study of Model Changeovers in the Toyota Production System," Organization Science, INFORMS, vol. 10(1), pages 43-68, February.
    23. Oliver Gernsheimer & Dominik K Kanbach & Johanna Gast, 2021. "Coopetition research-A systematic literature review on recent accomplishments and trajectories," Post-Print hal-03514794, HAL.
    24. Ansari, Shahzad (Shaz) & Krop, Pieter, 2012. "Incumbent performance in the face of a radical innovation: Towards a framework for incumbent challenger dynamics," Research Policy, Elsevier, vol. 41(8), pages 1357-1374.
    25. Tether, Bruce S., 2002. "Who co-operates for innovation, and why: An empirical analysis," Research Policy, Elsevier, vol. 31(6), pages 947-967, August.
    26. Bicen, Pelin & Hunt, Shelby D. & Madhavaram, Sreedhar, 2021. "Coopetitive innovation alliance performance: Alliance competence, alliance’s market orientation, and relational governance," Journal of Business Research, Elsevier, vol. 123(C), pages 23-31.
    27. Norat Roig‐Tierno & Sascha Kraus & Sonia Cruz, 2018. "The relation between coopetition and innovation/entrepreneurship," Review of Managerial Science, Springer, vol. 12(2), pages 379-383, March.
    28. Miguel Gonzalez-Loureiro & Maria José Sousa & Hugo Pinto, 2017. "Culture and innovation in SMEs: the intellectual structure of research for further inquiry," European Planning Studies, Taylor & Francis Journals, vol. 25(11), pages 1908-1931, November.
    29. Chiambaretto, Paul & Massé, David & Mirc, Nicola, 2019. "“All for One and One for All?” - Knowledge broker roles in managing tensions of internal coopetition: The Ubisoft case," Research Policy, Elsevier, vol. 48(3), pages 584-600.
    30. Douglas P. Hannah & Kathleen M. Eisenhardt, 2018. "How firms navigate cooperation and competition in nascent ecosystems," Strategic Management Journal, Wiley Blackwell, vol. 39(12), pages 3163-3192, December.
    31. Shahzad (Shaz) Ansari & Raghu Garud & Arun Kumaraswamy, 2016. "The disruptor's dilemma: TiVo and the U.S. television ecosystem," Strategic Management Journal, Wiley Blackwell, vol. 37(9), pages 1829-1853, September.
    32. Gnyawali, Devi R. & Park, Byung-Jin (Robert), 2011. "Co-opetition between giants: Collaboration with competitors for technological innovation," Research Policy, Elsevier, vol. 40(5), pages 650-663, June.
    33. Wolfgang Hora & Johanna Gast & Norbert Kailer & Andrea Rey-Marti & Alicia Mas-Tur, 2018. "David and Goliath: causes and effects of coopetition between start-ups and corporates," Review of Managerial Science, Springer, vol. 12(2), pages 411-439, March.
    34. Xina Yuan & Zhaoyang Guo & Jin Won Lee, 2020. "Good connections with rivals may weaken a firm’s competitive practices: The negative effect of competitor ties on market orientation practices and innovative performance," Asia Pacific Journal of Management, Springer, vol. 37(3), pages 693-718, September.
    35. Greve, Henrich R., 2018. "Show Me the Data! Improving Evidence Presentation for Publication," Management and Organization Review, Cambridge University Press, vol. 14(2), pages 423-432, June.
    36. Ricarda Bouncken & Johanna Gast & Sascha Kraus & Marcel Bogers, 2015. "Coopetition: a systematic review, synthesis, and future research directions," Post-Print hal-02018068, HAL.
    37. Marcello M. Mariani, 2007. "Coopetition as an Emergent Strategy: Empirical Evidence from an Italian Consortium of Opera Houses," International Studies of Management & Organization, Taylor & Francis Journals, vol. 37(2), pages 97-126, January.
    38. Raza-Ullah, Tatbeeq & Kostis, Angelos, 2020. "Do trust and distrust in coopetition matter to performance?," European Management Journal, Elsevier, vol. 38(3), pages 367-376.
    39. Ricarda Bouncken & Johanna Gast & Sascha Kraus & Marcel Bogers, 2015. "Coopetition: a systematic review, synthesis, and future research directions," Post-Print hal-02945341, HAL.
    40. Hernández-Trasobares, Alejandro & Murillo-Luna, Josefina L., 2020. "The effect of triple helix cooperation on business innovation: The case of Spain," Technological Forecasting and Social Change, Elsevier, vol. 161(C).
    41. Fréderic Le Roy & Anne-Sophie Fernandez, 2015. "Managing Coopetitive Tensions at the Working-group Level: The Rise of the Coopetitive Project Team," Post-Print hal-02011138, HAL.
    42. Czakon, Wojciech & Niemand, Thomas & Gast, Johanna & Kraus, Sascha & Frühstück, Lisa, 2020. "Designing coopetition for radical innovation: An experimental study of managers' preferences for developing self-driving electric cars," Technological Forecasting and Social Change, Elsevier, vol. 155(C).
    43. Paul Chiambaretto & David Massé & Nicola Mirc, 2019. "“All for One and One for All?” - Knowledge broker roles in managing tensions of internal coopetition: The Ubisoft case," Post-Print hal-02104540, HAL.
    44. Feranita, Feranita & Kotlar, Josip & De Massis, Alfredo, 2017. "Collaborative innovation in family firms: Past research, current debates and agenda for future research," Journal of Family Business Strategy, Elsevier, vol. 8(3), pages 137-156.
    45. de Faria, Pedro & Lima, Francisco & Santos, Rui, 2010. "Cooperation in innovation activities: The importance of partners," Research Policy, Elsevier, vol. 39(8), pages 1082-1092, October.
    46. Dorn, Stefanie & Schweiger, Bastian & Albers, Sascha, 2016. "Levels, phases and themes of coopetition: A systematic literature review and research agenda," European Management Journal, Elsevier, vol. 34(5), pages 484-500.
    47. Kathleen M. Eisenhardt & Jeffrey A. Martin, 2000. "Dynamic capabilities: what are they?," Strategic Management Journal, Wiley Blackwell, vol. 21(10‐11), pages 1105-1121, October.
    48. Bouncken, Ricarda B. & Kraus, Sascha, 2013. "Innovation in knowledge-intensive industries: The double-edged sword of coopetition," Journal of Business Research, Elsevier, vol. 66(10), pages 2060-2070.
    49. Saïd Yami & André Nemeh, 2014. "Organizing coopetition for innovation: The case of wireless telecommunication sector in Europe," Post-Print hal-02049456, HAL.
    50. Sascha Kraus & Patrycja Klimas & Johanna Gast & Tobias Stephan, 2019. "Sleeping with competitors: Forms, antecedents and outcomes of coopetition of small and medium-sized craft beer breweries," Post-Print hal-02943201, HAL.
    51. 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.
    52. Steven MacGregor & Pilar Marques-Gou & Alexandra Simon-Villar, 2010. "Gauging Readiness for the Quadruple Helix: A Study of 16 European Organizations," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 1(3), pages 173-190, September.
    53. Gema Albort-Morant & Antonio Leal-Millán & Gabriel Cepeda-Carrion & Jörg Henseler, 2018. "Developing green innovation performance by fostering of organizational knowledge and coopetitive relations," Review of Managerial Science, Springer, vol. 12(2), pages 499-517, March.
    54. Bouncken, Ricarda B. & Fredrich, Viktor & Kraus, Sascha & Ritala, Paavo, 2020. "Innovation alliances: Balancing value creation dynamics, competitive intensity and market overlap," Journal of Business Research, Elsevier, vol. 112(C), pages 240-247.
    55. Cozzolino, Alessio & Corbo, Leonardo & Aversa, Paolo, 2021. "Digital platform-based ecosystems: The evolution of collaboration and competition between incumbent producers and entrant platforms," Journal of Business Research, Elsevier, vol. 126(C), pages 385-400.
    56. Miguel Afonso Sellitto & Guilherme Schreiber Pereira & Rafael Marques & Daniel Pacheco Lacerda, 2018. "Systemic Understanding of Coopetitive Behaviour in a Latin American Technological Park," Systemic Practice and Action Research, Springer, vol. 31(5), pages 479-494, October.
    57. Alessio Cozzolino & Frank T. Rothaermel, 2018. "Discontinuities, competition, and cooperation: Coopetitive dynamics between incumbents and entrants," Strategic Management Journal, Wiley Blackwell, vol. 39(12), pages 3053-3085, December.
    58. Julien Granata & Frank Lasch & Frédéric Le Roy & Léo-Paul Dana, 2018. "How do micro-firms manage coopetition? A study of the wine sector in France," Post-Print hal-03116016, HAL.
    59. Audrey Rouyre & Anne-Sophie Fernandez, 2019. "Managing Knowledge Sharing-Protecting Tensions in Coupled Innovation Projects among Several Competitors," Post-Print hal-02517076, HAL.
    60. Oliver Schilke & Karen S. Cook, 2015. "Sources of alliance partner trustworthiness: Integrating calculative and relational perspectives," Strategic Management Journal, Wiley Blackwell, vol. 36(2), pages 276-297, February.
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