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Qualitative comparative analysis: Configurational paths to innovation performance

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  • Zheng, Lu
  • Ulrich, Klaus
  • Sendra-García, Javier

Abstract

Although innovation research has received considerable attention in recent decades, the main focus has been on net effects analysis derived from symmetric thinking. Few studies have taken a holistic approach by investigating causal combinations of antecedent conditions. In addressing the question of how to promote firms’ innovation performance, we propose six antecedents from the internal, interfirm, and external contexts. These antecedents are knowledge stock, absorptive capacity, knowledge depth, knowledge breadth, government support, and the business environment. We apply fuzzy-set qualitative comparative analysis (fsQCA) to identify alternative configurations leading to high innovation performance from the perspective of knowledge management and innovation ecosystems. Data from 253 listed Chinese manufacturing firms form the basis of the analysis. The findings reveal seven configurational paths that explain high innovation performance and three paths to the absence of high innovation performance. This study provides new insight for innovation research. The paper concludes by discussing the implications for managers and policymakers.

Suggested Citation

  • Zheng, Lu & Ulrich, Klaus & Sendra-García, Javier, 2021. "Qualitative comparative analysis: Configurational paths to innovation performance," Journal of Business Research, Elsevier, vol. 128(C), pages 83-93.
  • Handle: RePEc:eee:jbrese:v:128:y:2021:i:c:p:83-93
    DOI: 10.1016/j.jbusres.2021.01.044
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    as
    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Mary Tripsas & Giovanni Gavetti, 2000. "Capabilities, cognition, and inertia: evidence from digital imaging," Strategic Management Journal, Wiley Blackwell, vol. 21(10‐11), pages 1147-1161, October.
    3. Bruce Kogut & Udo Zander, 1992. "Knowledge of the Firm, Combinative Capabilities, and the Replication of Technology," Organization Science, INFORMS, vol. 3(3), pages 383-397, August.
    4. Herstad, Sverre J. & Aslesen, Heidi Wiig & Ebersberger, Bernd, 2014. "On industrial knowledge bases, commercial opportunities and global innovation network linkages," Research Policy, Elsevier, vol. 43(3), pages 495-504.
    5. 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.
    6. Cheng, Cheng-Feng & Chang, Man-Ling & Li, Chu-Shiu, 2013. "Configural paths to successful product innovation," Journal of Business Research, Elsevier, vol. 66(12), pages 2561-2573.
    7. Justin J. P. Jansen & Frans A. J. Van Den Bosch & Henk W. Volberda, 2006. "Exploratory Innovation, Exploitative Innovation, and Performance: Effects of Organizational Antecedents and Environmental Moderators," Management Science, INFORMS, vol. 52(11), pages 1661-1674, November.
    8. Feldman, Maryann P. & Kelley, Maryellen R., 2006. "The ex ante assessment of knowledge spillovers: Government R&D policy, economic incentives and private firm behavior," Research Policy, Elsevier, vol. 35(10), pages 1509-1521, December.
    9. 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.
    10. Kenneth W. Koput, 1997. "A Chaotic Model of Innovative Search: Some Answers, Many Questions," Organization Science, INFORMS, vol. 8(5), pages 528-542, October.
    11. Rupietta, Christian & Backes-Gellner, Uschi, 2019. "Combining knowledge stock and knowledge flow to generate superior incremental innovation performance — Evidence from Swiss manufacturing," Journal of Business Research, Elsevier, vol. 94(C), pages 209-222.
    12. Cobo-Benita, José Ramón & Rodríguez-Segura, Enrique & Ortiz-Marcos, Isabel & Ballesteros-Sánchez, Luis, 2016. "Innovation projects performance: Analyzing the impact of organizational characteristics," Journal of Business Research, Elsevier, vol. 69(4), pages 1357-1360.
    13. Jiménez-Jiménez, Daniel & Sanz-Valle, Raquel, 2011. "Innovation, organizational learning, and performance," Journal of Business Research, Elsevier, vol. 64(4), pages 408-417, April.
    14. Giulio Cainelli & Rinaldo Evangelista & Maria Savona, 2006. "Innovation and economic performance in services: a firm-level analysis," Cambridge Journal of Economics, Oxford University Press, vol. 30(3), pages 435-458, May.
    15. Zahra, Shaker A., 1996. "Technology strategy and financial performance: Examining the moderating role of the firm's competitive environment," Journal of Business Venturing, Elsevier, vol. 11(3), pages 189-219, May.
    16. Lumpkin, G. T. & Dess, Gregory G., 2001. "Linking two dimensions of entrepreneurial orientation to firm performance: The moderating role of environment and industry life cycle," Journal of Business Venturing, Elsevier, vol. 16(5), pages 429-451, September.
    17. Jansen, J.J.P. & van den Bosch, F.A.J. & Volberda, H.W., 2005. "Managing Potential and Realized Absorptive Capacity: How do Organizational Antecedents matter?," ERIM Report Series Research in Management ERS-2005-025-STR, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
    18. Escribano, Alvaro & Fosfuri, Andrea & Tribó, Josep A., 2009. "Managing external knowledge flows: The moderating role of absorptive capacity," Research Policy, Elsevier, vol. 38(1), pages 96-105, February.
    19. Graciela Corral De Zubielqui & Janice Jones & Laurence Lester, 2017. "KNOWLEDGE INFLOWS FROM MARKET- AND SCIENCE-BASED ACTORS, ABSORPTIVE CAPACITY, INNOVATION AND PERFORMANCE: A STUDY OF SMEs," World Scientific Book Chapters, in: Joe Tidd (ed.), Promoting Innovation in New Ventures and Small- and Medium-Sized Enterprises, chapter 15, pages 359-391, World Scientific Publishing Co. Pte. Ltd..
    20. Ragin, Charles C., 2000. "Fuzzy-Set Social Science," University of Chicago Press Economics Books, University of Chicago Press, edition 1, number 9780226702773, September.
    21. Anoop Madhok & Thomas Osegowitsch, 2000. "The International Biotechnology Industry: A Dynamic Capabilities Perspective," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 31(2), pages 325-335, June.
    22. Mansfield, Edwin, 1986. "The R&D Tax Credit and Other Technology Policy Issues," American Economic Review, American Economic Association, vol. 76(2), pages 190-194, May.
    23. 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.
    24. Choelsoon Park, 2003. "Prior performance characteristics of related and unrelated acquirers," Strategic Management Journal, Wiley Blackwell, vol. 24(5), pages 471-480, May.
    25. Roijakkers, Nadine & Hagedoorn, John, 2006. "Inter-firm R&D partnering in pharmaceutical biotechnology since 1975: Trends, patterns, and networks," Research Policy, Elsevier, vol. 35(3), pages 431-446, April.
    26. Gebauer, Heiko & Worch, Hagen & Truffer, Bernhard, 2012. "Absorptive capacity, learning processes and combinative capabilities as determinants of strategic innovation," European Management Journal, Elsevier, vol. 30(1), pages 57-73.
    27. Ragin, Charles C., 2006. "Set Relations in Social Research: Evaluating Their Consistency and Coverage," Political Analysis, Cambridge University Press, vol. 14(3), pages 291-310, July.
    28. Geroski, P A, 1990. "Innovation, Technological Opportunity, and Market Structure," Oxford Economic Papers, Oxford University Press, vol. 42(3), pages 586-602, July.
    29. Gregorio Martín-de-Castro & Miriam Delgado-Verde & Pedro López-Sáez & José Navas-López, 2011. "Towards ‘An Intellectual Capital-Based View of the Firm’: Origins and Nature," Journal of Business Ethics, Springer, vol. 98(4), pages 649-662, February.
    30. Barrena-Martínez, Jesús & Cricelli, Livio & Ferrándiz, Esther & Greco, Marco & Grimaldi, Michele, 2020. "Joint forces: Towards an integration of intellectual capital theory and the open innovation paradigm," Journal of Business Research, Elsevier, vol. 112(C), pages 261-270.
    31. Denicolai, Stefano & Ramirez, Matias & Tidd, Joe, 2016. "Overcoming the false dichotomy between internal R&D and external knowledge acquisition: Absorptive capacity dynamics over time," Technological Forecasting and Social Change, Elsevier, vol. 104(C), pages 57-65.
    32. Poorkavoos, Meysam & Duan, Yanqing & Edwards, John S. & Ramanathan, Ramakrishnan, 2016. "Identifying the configurational paths to innovation in SMEs: A fuzzy-set qualitative comparative analysis," Journal of Business Research, Elsevier, vol. 69(12), pages 5843-5854.
    33. McDowell, William C. & Peake, Whitney O. & Coder, LeAnne & Harris, Michael L., 2018. "Building small firm performance through intellectual capital development: Exploring innovation as the “black box”," Journal of Business Research, Elsevier, vol. 88(C), pages 321-327.
    34. Flor, M. Luisa & Cooper, Sarah Y. & Oltra, María J., 2018. "External knowledge search, absorptive capacity and radical innovation in high-technology firms," European Management Journal, Elsevier, vol. 36(2), pages 183-194.
    35. Iain M. Cockburn & Rebecca M. Henderson, 1998. "Absorptive Capacity, Coauthoring Behavior, and the Organization of Research in Drug Discovery," Journal of Industrial Economics, Wiley Blackwell, vol. 46(2), pages 157-182, June.
    36. Arie Y. Lewin & Silvia Massini & Carine Peeters, 2011. "Microfoundations of Internal and External Absorptive Capacity Routines," Organization Science, INFORMS, vol. 22(1), pages 81-98, February.
    37. D Minbaeva & T Pedersen & I Björkman & C F Fey & H J Park, 2003. "MNC knowledge transfer, subsidiary absorptive capacity, and HRM," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 34(6), pages 586-599, November.
    38. Keld Laursen & Nicolai J. Foss, 2003. "New human resource management practices, complementarities and the impact on innovation performance," Cambridge Journal of Economics, Oxford University Press, vol. 27(2), pages 243-263, March.
    39. Rajagopal, 2014. "The Human Factors," Palgrave Macmillan Books, in: Architecting Enterprise, chapter 9, pages 225-249, Palgrave Macmillan.
    40. Guo, Di & Guo, Yan & Jiang, Kun, 2016. "Government-subsidized R&D and firm innovation: Evidence from China," Research Policy, Elsevier, vol. 45(6), pages 1129-1144.
    41. Kianto, Aino & Sáenz, Josune & Aramburu, Nekane, 2017. "Knowledge-based human resource management practices, intellectual capital and innovation," Journal of Business Research, Elsevier, vol. 81(C), pages 11-20.
    42. Thomas Keil, 2004. "Building External Corporate Venturing Capability," Journal of Management Studies, Wiley Blackwell, vol. 41(5), pages 799-825, July.
    43. Saul Lach, 2002. "Do R&D Subsidies Stimulate or Displace Private R&D? Evidence from Israel," Journal of Industrial Economics, Wiley Blackwell, vol. 50(4), pages 369-390, December.
    44. Garcia Martinez, Marian & Zouaghi, Ferdaous & Garcia Marco, Teresa & Robinson, Catherine, 2019. "What drives business failure? Exploring the role of internal and external knowledge capabilities during the global financial crisis," Journal of Business Research, Elsevier, vol. 98(C), pages 441-449.
    45. Chiara Binelli & Alessandro Maffioli, 2007. "A Micro-econometric Analysis of Public Support to Private R&D in Argentina," International Review of Applied Economics, Taylor & Francis Journals, vol. 21(3), pages 339-359.
    46. Egfjord, Kathrine Friis-Holm & Sund, Kristian J., 2020. "Do you see what I see? How differing perceptions of the environment can hinder radical business model innovation," Technological Forecasting and Social Change, Elsevier, vol. 150(C).
    47. Wang, Longwei & Yeung, Jeff Hoi Yan & Zhang, Min, 2011. "The impact of trust and contract on innovation performance: The moderating role of environmental uncertainty," International Journal of Production Economics, Elsevier, vol. 134(1), pages 114-122, November.
    48. Noll, Roger G., 1989. "Economic perspectives on the politics of regulation," Handbook of Industrial Organization, in: R. Schmalensee & R. Willig (ed.), Handbook of Industrial Organization, edition 1, volume 2, chapter 22, pages 1253-1287, Elsevier.
    49. Maurizio Zollo & Sidney G. Winter, 2002. "Deliberate Learning and the Evolution of Dynamic Capabilities," Organization Science, INFORMS, vol. 13(3), pages 339-351, June.
    50. Prajogo, Daniel I., 2016. "The strategic fit between innovation strategies and business environment in delivering business performance," International Journal of Production Economics, Elsevier, vol. 171(P2), pages 241-249.
    51. Djerdj Horvat & Carsten Dreher & Oliver Som, 2019. "How Firms Absorb External Knowledge — Modelling And Managing The Absorptive Capacity Process," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 23(01), pages 1-35, January.
    52. Curado, Carla & Muñoz-Pascual, Lucía & Galende, Jesús, 2018. "Antecedents to innovation performance in SMEs: A mixed methods approach," Journal of Business Research, Elsevier, vol. 89(C), pages 206-215.
    53. Marcel Bogers & Stephane Lhuillery, 2011. "A Functional Perspective on Learning and Innovation: Investigating the Organization of Absorptive Capacity," Industry and Innovation, Taylor & Francis Journals, vol. 18(6), pages 581-610, August.
    54. Prashant Kale & Harbir Singh, 2007. "Building firm capabilities through learning: the role of the alliance learning process in alliance capability and firm‐level alliance success," Strategic Management Journal, Wiley Blackwell, vol. 28(10), pages 981-1000, October.
    55. Hogan, Suellen J. & Coote, Leonard V., 2014. "Organizational culture, innovation, and performance: A test of Schein's model," Journal of Business Research, Elsevier, vol. 67(8), pages 1609-1621.
    56. Lori Rosenkopf & Paul Almeida, 2003. "Overcoming Local Search Through Alliances and Mobility," Management Science, INFORMS, vol. 49(6), pages 751-766, June.
    57. Chen, Chung-Jen & Huang, Jing-Wen, 2009. "Strategic human resource practices and innovation performance -- The mediating role of knowledge management capacity," Journal of Business Research, Elsevier, vol. 62(1), pages 104-114, January.
    58. Fosfuri, Andrea & Tribø, Josep A., 2008. "Exploring the antecedents of potential absorptive capacity and its impact on innovation performance," Omega, Elsevier, vol. 36(2), pages 173-187, April.
    59. Kostopoulos, Konstantinos & Papalexandris, Alexandros & Papachroni, Margarita & Ioannou, George, 2011. "Absorptive capacity, innovation, and financial performance," Journal of Business Research, Elsevier, vol. 64(12), pages 1335-1343.
    60. Antonella Martini & Paolo Neirotti & Francesco Paolo Appio, 2017. "Knowledge Searching, Integrating and Performing: Always a Tuned Trio for Innovation?," Post-Print halshs-02292295, HAL.
    61. William Q. Judge & Michael A. Witt & Alessandro Zattoni & Till Talaulicar & Jean Jinghan Chen & Krista Lewellyn & Helen Wei Hu & Dhirendra Shukla & R. Greg Bell (Robert) & Jonas Gabrielsson & Felix Lo, 2015. "Corporate governance and IPO underpricing in a cross-national sample: A multilevel knowledge-based view," Strategic Management Journal, Wiley Blackwell, vol. 36(8), pages 1174-1185, August.
    62. Kevin Zheng Zhou & Caroline Bingxin Li, 2012. "How knowledge affects radical innovation: Knowledge base, market knowledge acquisition, and internal knowledge sharing," Strategic Management Journal, Wiley Blackwell, vol. 33(9), pages 1090-1102, September.
    63. Stuart, Toby E. & Ozdemir, Salih Zeki & Ding, Waverly W., 2007. "Vertical alliance networks: The case of university-biotechnology-pharmaceutical alliance chains," Research Policy, Elsevier, vol. 36(4), pages 477-498, May.
    64. Rosenbusch, Nina & Brinckmann, Jan & Bausch, Andreas, 2011. "Is innovation always beneficial? A meta-analysis of the relationship between innovation and performance in SMEs," Journal of Business Venturing, Elsevier, vol. 26(4), pages 441-457, July.
    65. repec:ucp:bkecon:9780226702766 is not listed on IDEAS
    66. Stav Fainshmidt & Michael A Witt & Ruth V Aguilera & Alain Verbeke, 2020. "The contributions of qualitative comparative analysis (QCA) to international business research," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 51(4), pages 455-466, June.
    67. Arie Y. Lewin & Chris P. Long & Timothy N. Carroll, 1999. "The Coevolution of New Organizational Forms," Organization Science, INFORMS, vol. 10(5), pages 535-550, October.
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