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More is not always better: Reconciling the dilemma of R&D collaboration in high-tech industries in transition economies

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  • Xie, Xuemei
  • Wu, Yonghui
  • Martínez, José Manuel Guaita

Abstract

To cope with highly competitive business environments, firms in high-tech industries are increasingly opening up their organizational boundaries and tapping into external resources via research and development (R&D) collaboration. Drawing upon organizational boundary theories, our study indicates that the marginal benefits of R&D collaboration in driving firms' new product innovations decrease while its marginal costs increase. To investigate this subject, we develop a conceptual framework to account for the relationship between R&D collaboration and firms' new product innovations. Further, drawing on both the knowledge-based and institutional perspectives, we examine the moderating effects of absorptive capacity and political ties on the R&D collaboration-new product innovation relationship. Using data from 315 high-tech manufacturing firms in China, we find that R&D collaboration has an inverted U-shaped impact on new product innovation, meaning that the new product innovation of firms initially increases and then decreases as the level of R&D collaboration increases. Further, we find that absorptive capacity (as an internal factor) and political ties (as an external factor) moderate this inverted U-shaped effect such that firms with greater absorptive capacities show a higher peak of maximum innovation performance at higher levels of R&D collaboration than firms with lower absorptive capacities. We also reveal that for firms with stronger political ties, the benefits of R&D collaboration are enhanced while the risks and costs of R&D collaboration are mitigated. Overall, this study contributes to a better understanding of the nonlinear relationship between firms' R&D collaborations and their new product innovation outcomes as well as the contingent conditions in this relationship.

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  • Xie, Xuemei & Wu, Yonghui & Martínez, José Manuel Guaita, 2023. "More is not always better: Reconciling the dilemma of R&D collaboration in high-tech industries in transition economies," Technological Forecasting and Social Change, Elsevier, vol. 190(C).
  • Handle: RePEc:eee:tefoso:v:190:y:2023:i:c:s0040162523001075
    DOI: 10.1016/j.techfore.2023.122422
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    1. Broekel, Tom & Fornahl, Dirk & Morrison, Andrea, 2015. "Another cluster premium: Innovation subsidies and R&D collaboration networks," Research Policy, Elsevier, vol. 44(8), pages 1431-1444.
    2. René Belderbos & Martin Carree & Boris Lokshin & Juan Fernández Sastre, 2015. "Inter-temporal patterns of R&D collaboration and innovative performance," The Journal of Technology Transfer, Springer, vol. 40(1), pages 123-137, February.
    3. Sihai Li & Xianzhong Song & Huiying Wu, 2015. "Political Connection, Ownership Structure, and Corporate Philanthropy in China: A Strategic-Political Perspective," Journal of Business Ethics, Springer, vol. 129(2), pages 399-411, June.
    4. Xie, Xuemei & Wang, Hongwei, 2020. "How can open innovation ecosystem modes push product innovation forward? An fsQCA analysis," Journal of Business Research, Elsevier, vol. 108(C), pages 29-41.
    5. Jing Zhang & Justin Tan & Poh Wong, 2015. "When does investment in political ties improve firm performance? The contingent effect of innovation activities," Asia Pacific Journal of Management, Springer, vol. 32(2), pages 363-387, June.
    6. Zhang, Min & Qi, Yinan & Wang, Zhiqiang & Zhao, Xiande & Pawar, Kulwant S., 2019. "Effects of business and political ties on product innovation performance: Evidence from China and India," Technovation, Elsevier, vol. 80, pages 30-39.
    7. Crescenzi, Riccardo & Gagliardi, Luisa, 2018. "The innovative performance of firms in heterogeneous environments: The interplay between external knowledge and internal absorptive capacities," Research Policy, Elsevier, vol. 47(4), pages 782-795.
    8. Jun, Seung-Pyo & Yoo, Hyoung Sun & Hwang, Jeena, 2021. "A hybrid recommendation model for successful R&D collaboration: Mixing machine learning and discriminant analysis," Technological Forecasting and Social Change, Elsevier, vol. 170(C).
    9. Gautam Ahuja, 2000. "The duality of collaboration: inducements and opportunities in the formation of interfirm linkages," Strategic Management Journal, Wiley Blackwell, vol. 21(3), pages 317-343, March.
    10. Haiyang Li & Yan Zhang, 2007. "The role of managers' political networking and functional experience in new venture performance: Evidence from China's transition economy," Strategic Management Journal, Wiley Blackwell, vol. 28(8), pages 791-804, August.
    11. Romijn, Henny & Albaladejo, Manuel, 2002. "Determinants of innovation capability in small electronics and software firms in southeast England," Research Policy, Elsevier, vol. 31(7), pages 1053-1067, September.
    12. Zhou, Wubiao, 2013. "Political connections and entrepreneurial investment: Evidence from China's transition economy," Journal of Business Venturing, Elsevier, vol. 28(2), pages 299-315.
    13. Jing Li & Changhui Zhou & Edward J. Zajac, 2009. "Control, collaboration, and productivity in international joint ventures: theory and evidence," Strategic Management Journal, Wiley Blackwell, vol. 30(8), pages 865-884, August.
    14. Jo Thori Lind & Halvor Mehlum, 2010. "With or Without U? The Appropriate Test for a U‐Shaped Relationship," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 72(1), pages 109-118, February.
    15. Bram Klievink & Bart-Jan Romijn & Scott Cunningham & Hans Bruijn, 2017. "Big data in the public sector: Uncertainties and readiness," Information Systems Frontiers, Springer, vol. 19(2), pages 267-283, April.
    16. Kotabe, Masaaki & Jiang, Crystal Xiangwen & Murray, Janet Y., 2011. "Managerial ties, knowledge acquisition, realized absorptive capacity and new product market performance of emerging multinational companies: A case of China," Journal of World Business, Elsevier, vol. 46(2), pages 166-176, April.
    17. Jafari-Sadeghi, Vahid & Amoozad Mahdiraji, Hannan & Busso, Donatella & Yahiaoui, Dorra, 2022. "Towards agility in international high-tech SMEs: Exploring key drivers and main outcomes of dynamic capabilities," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    18. Richard F. J. Haans & Constant Pieters & Zi-Lin He, 2016. "Thinking about U: Theorizing and testing U- and inverted U-shaped relationships in strategy research," Strategic Management Journal, Wiley Blackwell, vol. 37(7), pages 1177-1195, July.
    19. Chen, Chao & Gu, Junjian & Luo, Rongxi, 2022. "Corporate innovation and R&D expenditure disclosures," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    20. Müller, Matthias & Kudic, Muhamed & Vermeulen, Ben, 2021. "The influence of the structure of technological knowledge on inter-firm R&D collaboration and knowledge discovery: An agent-based simulation approach," Journal of Business Research, Elsevier, vol. 129(C), pages 570-579.
    21. Xie, Xuemei & Zou, Hailiang & Qi, Guoyou, 2018. "Knowledge absorptive capacity and innovation performance in high-tech companies: A multi-mediating analysis," Journal of Business Research, Elsevier, vol. 88(C), pages 289-297.
    22. Gkypali, Areti & Arvanitis, Spyros & Tsekouras, Kostas, 2018. "Absorptive capacity, exporting activities, innovation openness and innovation performance: A SEM approach towards a unifying framework," Technological Forecasting and Social Change, Elsevier, vol. 132(C), pages 143-155.
    23. Xie, Xuemei & Wu, Yonghui & Devece, Carlos, 2022. "Is collaborative innovation a double-edged sword for firms? The contingent role of ambidextrous learning and TMT shared vision," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    24. Shahzad, Umer & Ferraz, Diogo & Nguyen, Huu-Huan & Cui, Lianbiao, 2022. "Investigating the spill overs and connectedness between financial globalization, high-tech industries and environmental footprints: Fresh evidence in context of China," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    25. Xie, Xuemei & Wang, Lijun & Zeng, Saixing, 2018. "Inter-organizational knowledge acquisition and firms' radical innovation: A moderated mediation analysis," Journal of Business Research, Elsevier, vol. 90(C), pages 295-306.
    26. Kleine, Marco & Heite, Jonas & Huber, Laura Rosendahl, 2022. "Subsidized R&D collaboration: The causal effect of innovation vouchers on innovation outcomes," Research Policy, Elsevier, vol. 51(6).
    27. Francesco Aiello & Paola Cardamone & Lidia Mannarino & Valeria Pupo, 2021. "Does external R&D matter for family firm innovation? Evidence from the Italian manufacturing industry," Small Business Economics, Springer, vol. 57(4), pages 1915-1930, December.
    28. Yan Zhang & Haiyang Li, 2010. "Innovation search of new ventures in a technology cluster: the role of ties with service intermediaries," Strategic Management Journal, Wiley Blackwell, vol. 31(1), pages 88-109, January.
    29. Arnoldi, Jakob & Villadsen, Anders R., 2015. "Political Ties of Listed Chinese Companies, Performance Effects, and Moderating Institutional Factors," Management and Organization Review, Cambridge University Press, vol. 11(2), pages 217-236, June.
    30. Belderbos, Rene & Carree, Martin & Lokshin, Boris, 2004. "Cooperative R&D and firm performance," Research Policy, Elsevier, vol. 33(10), pages 1477-1492, December.
    31. Du, Jun & Mickiewicz, Tomasz, 2016. "Subsidies, rent seeking and performance: Being young, small or private in China," Journal of Business Venturing, Elsevier, vol. 31(1), pages 22-38.
    32. Peihua Fan & Qiaozhuan Liang & Heng Liu & Mingjun Hou, 2013. "The moderating role of context in managerial ties--firm performance link: a meta-analytic review of mainly Chinese-based studies," Asia Pacific Business Review, Taylor & Francis Journals, vol. 19(4), pages 461-489, October.
    33. Filipe M. Santos & Kathleen M. Eisenhardt, 2005. "Organizational Boundaries and Theories of Organization," Organization Science, INFORMS, vol. 16(5), pages 491-508, October.
    34. Kevin Zheng Zhou & Fang Wu, 2010. "Technological capability, strategic flexibility, and product innovation," Strategic Management Journal, Wiley Blackwell, vol. 31(5), pages 547-561, May.
    35. Brunetta, Federica & Marchegiani, Lucia & Peruffo, Enzo, 2020. "When birds of a feather don't flock together: Diversity and innovation outcomes in international R&D collaborations," Journal of Business Research, Elsevier, vol. 114(C), pages 436-445.
    36. Ferreras-Méndez, José Luis & Fernández-Mesa, Anabel & Alegre, Joaquín, 2016. "The relationship between knowledge search strategies and absorptive capacity: A deeper look," Technovation, Elsevier, vol. 54(C), pages 48-61.
    37. Li, Julie Juan & Zhou, Kevin Zheng, 2010. "How foreign firms achieve competitive advantage in the Chinese emerging economy: Managerial ties and market orientation," Journal of Business Research, Elsevier, vol. 63(8), pages 856-862, August.
    38. Han Jiang & Jun Xia & Albert A. Cannella & Ting Xiao, 2018. "Do ongoing networks block out new friends? Reconciling the embeddedness constraint dilemma on new alliance partner addition," Strategic Management Journal, Wiley Blackwell, vol. 39(1), pages 217-241, January.
    39. Guo, Hai & Xu, Erming & Jacobs, Mark, 2014. "Managerial political ties and firm performance during institutional transitions: An analysis of mediating mechanisms," Journal of Business Research, Elsevier, vol. 67(2), pages 116-127.
    40. Un, C. Annique & Rodríguez, Alicia, 2018. "Local and Global Knowledge Complementarity: R&D Collaborations and Innovation of Foreign and Domestic Firms," Journal of International Management, Elsevier, vol. 24(2), pages 137-152.
    41. Belderbos, Rene & Carree, Martin & Lokshin, Boris, 2004. "Cooperative R&D and firm performance," Research Policy, Elsevier, vol. 33(10), pages 1477-1492, December.
    42. Kokshagina, Olga & Le Masson, Pascal & Bories, Florent, 2017. "Fast-connecting search practices: On the role of open innovation intermediary to accelerate the absorptive capacity," Technological Forecasting and Social Change, Elsevier, vol. 120(C), pages 232-239.
    43. Wynstra, Finn & van Weele, Arjan & Weggemann, Mathieu, 2001. "Managing supplier involvement in product development:: Three critical issues," European Management Journal, Elsevier, vol. 19(2), pages 157-167, April.
    44. Rojas, Mariana Giovanna Andrade & Solis, Edgar Rogelio Ramirez & Zhu, John JianJun, 2018. "Innovation and network multiplexity: R&D and the concurrent effects of two collaboration networks in an emerging economy," Research Policy, Elsevier, vol. 47(6), pages 1111-1124.
    45. Jessica Alzamora-Ruiz & María Fuentes-Fuentes & Myriam Martinez-Fiestas, 2021. "Together or separately? Direct and synergistic effects of Effectuation and Causation on innovation in technology-based SMEs," International Entrepreneurship and Management Journal, Springer, vol. 17(4), pages 1917-1943, December.
    46. Kafouros, Marios & Love, James H & Ganotakis, Panagiotis & Konara, Palitha, 2020. "Experience in R&D collaborations, innovative performance and the moderating effect of different dimensions of absorptive capacity," Technological Forecasting and Social Change, Elsevier, vol. 150(C).
    47. Hanna Hottenrott & Cindy Lopes-Bento, 2015. "Quantity or quality? Knowledge alliances and their effects on patenting," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 24(5), pages 981-1011.
    48. Kobarg, Sebastian & Stumpf-Wollersheim, Jutta & Welpe, Isabell M., 2019. "More is not always better: Effects of collaboration breadth and depth on radical and incremental innovation performance at the project level," Research Policy, Elsevier, vol. 48(1), pages 1-10.
    49. Jeffrey H. Dyer & Kentaro Nobeoka, 2000. "Creating and managing a high‐performance knowledge‐sharing network: the Toyota case," Strategic Management Journal, Wiley Blackwell, vol. 21(3), pages 345-367, March.
    50. Negassi, S., 2004. "R&D co-operation and innovation a microeconometric study on French firms," Research Policy, Elsevier, vol. 33(3), pages 365-384, April.
    51. Pierre Dussauge & Bernard Garrette & Will Mitchell, 2000. "Learning from competing partners: outcomes and durations of scale and link alliances in Europe, North America and Asia," Strategic Management Journal, Wiley Blackwell, vol. 21(2), pages 99-126, February.
    52. Kyle J. Mayer & Jack A. Nickerson, 2005. "Antecedents and Performance Implications of Contracting for Knowledge Workers: Evidence from Information Technology Services," Organization Science, INFORMS, vol. 16(3), pages 225-242, June.
    53. Haeussler, Carolin & Patzelt, Holger & Zahra, Shaker A., 2012. "Strategic alliances and product development in high technology new firms: The moderating effect of technological capabilities," Journal of Business Venturing, Elsevier, vol. 27(2), pages 217-233.
    54. Oguguo, Prince C. & Bodas Freitas, Isabel Maria & Genet, Corine, 2020. "Multilevel institutional analyses of firm benefits from R&D collaboration," Technological Forecasting and Social Change, Elsevier, vol. 151(C).
    55. Akira Takeishi, 2002. "Knowledge Partitioning in the Interfirm Division of Labor: The Case of Automotive Product Development," Organization Science, INFORMS, vol. 13(3), pages 321-338, June.
    56. Maietta, Ornella Wanda, 2015. "Determinants of university–firm R&D collaboration and its impact on innovation: A perspective from a low-tech industry," Research Policy, Elsevier, vol. 44(7), pages 1341-1359.
    57. Gkypali, Areti & Filiou, Despoina & Tsekouras, Kostas, 2017. "R&D collaborations: Is diversity enhancing innovation performance?," Technological Forecasting and Social Change, Elsevier, vol. 118(C), pages 143-152.
    58. Jun Du & Alessandra Guariglia & Alexander Newman, 2015. "Do Social Capital Building Strategies Influence the Financing Behavior of Chinese Private Small and Medium–Sized Enterprises?," Entrepreneurship Theory and Practice, , vol. 39(3), pages 601-631, May.
    59. Berchicci, Luca, 2013. "Towards an open R&D system: Internal R&D investment, external knowledge acquisition and innovative performance," Research Policy, Elsevier, vol. 42(1), pages 117-127.
    60. Anne Parmigiani & Will Mitchell, 2009. "Complementarity, capabilities, and the boundaries of the firm: the impact of within‐firm and interfirm expertise on concurrent sourcing of complementary components," Strategic Management Journal, Wiley Blackwell, vol. 30(10), pages 1065-1091, October.
    61. Bernard Garrette & Pierre Dussauge & Will Mitchell, 2000. "Learning from competing partners: outcomes and durations of scale and link alliances in Europe, North America and Asia," Post-Print hal-00458812, HAL.
    62. Maksim Belitski & Rosa Caiazza & Yuliya Rodionova, 2020. "Investment in training and skills for innovation in entrepreneurial start-ups and incumbents: evidence from the United Kingdom," International Entrepreneurship and Management Journal, Springer, vol. 16(2), pages 617-640, June.
    63. Kuo-Feng Huang & Chwo-Ming Yu, 2011. "The effect of competitive and non-competitive R&D collaboration on firm innovation," The Journal of Technology Transfer, Springer, vol. 36(4), pages 383-403, August.
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