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Radical Change and Dominant Character of Digital Transformation in Artificial Intelligence Entrepreneurship in Less Innovative Economies

Author

Listed:
  • Rafael Palacios Bustamante

    (Business School Berlin)

  • Xochitl Margarita Cruz Pérez

    (Autonomous University of Queretaro)

  • María Pilar Escott-Mota

    (Autonomous University of Queretaro)

Abstract

The company’s rapid adaptation to digital transformation (DT) both in the most innovative economies and in the less innovative economies is one of the topics that keeps the field of innovation studies very busy but also governments. The artificial intelligence (AI) sector is one of the areas that is having the greatest degree of influence due to the effects of DT. While it is true that with DT these companies have a high potential for innovation, it is also true that their business models require a permanent readaptation process with the dynamics and complexity of technological changes. This research contributes to help companies to understand the complexity and dynamics of DT. Through a set of configurations based on the qualitative comparative analysis (QCA) method, it is possible to identify the positioning of the companies in the artificial intelligence sector in relation to this technological pattern. One of the most relevant conclusions is that the construction of configurations related to radical changes allows companies to observe the complexity and dynamics of these changes.

Suggested Citation

  • Rafael Palacios Bustamante & Xochitl Margarita Cruz Pérez & María Pilar Escott-Mota, 2024. "Radical Change and Dominant Character of Digital Transformation in Artificial Intelligence Entrepreneurship in Less Innovative Economies," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 19490-19516, December.
    • Handle: RePEc:spr:jknowl:v:15:y:2024:i:4:d:10.1007_s13132-024-01807-1
    DOI: 10.1007/s13132-024-01807-1
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    1. Maximilian Unger & Stella Zilian & Wolfgang Polt & Wilfried Altzinger & Timon Scheuer & Karim Bekhtiar, 2017. "Technologischer Fortschritt und Ungleichheit: eine empirische Analyse der Entwicklung in Österreich 2008-2014," Wirtschaft und Gesellschaft - WuG, Kammer für Arbeiter und Angestellte für Wien, Abteilung Wirtschaftswissenschaft und Statistik, vol. 43(3), pages 405-437.
    2. Satish Nambisan, 2017. "Digital Entrepreneurship: Toward a Digital Technology Perspective of Entrepreneurship," Entrepreneurship Theory and Practice, , vol. 41(6), pages 1029-1055, November.
    3. Alexander McKelvie & Gaylen N. Chandler & Dawn R. DeTienne & Anette Johansson, 2020. "The measurement of effectuation: highlighting research tensions and opportunities for the future," Small Business Economics, Springer, vol. 54(3), pages 689-720, March.
    4. Alofan, Fahad & Chen, Stephen & Tan, Hao, 2020. "National cultural distance, organizational culture, and adaptation of management innovations in foreign subsidiaries: A fuzzy set analysis of TQM implementation in Saudi Arabia," Journal of Business Research, Elsevier, vol. 109(C), pages 184-199.
    5. Dosi, Giovanni, 1993. "Technological paradigms and technological trajectories : A suggested interpretation of the determinants and directions of technical change," Research Policy, Elsevier, vol. 22(2), pages 102-103, April.
    6. repec:bla:jomstd:v:47:y:2010:i:s1:p:884-910 is not listed on IDEAS
    7. Werhahn, Dorothea & Mauer, René & Flatten, Tessa C. & Brettel, Malte, 2015. "Validating effectual orientation as strategic direction in the corporate context," European Management Journal, Elsevier, vol. 33(5), pages 305-313.
    8. 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.
    9. Carlota Perez, 2010. "Technological revolutions and techno-economic paradigms," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 34(1), pages 185-202, January.
    10. Uwe Cantner & Simone Vannuccini, 2018. "Elements of a Schumpeterian catalytic research and innovation policy," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 27(5), pages 833-850.
    11. Souto, Jaime E., 2015. "Business model innovation and business concept innovation as the context of incremental innovation and radical innovation," Tourism Management, Elsevier, vol. 51(C), pages 142-155.
    12. Mark Jenkins, 2010. "Technological Discontinuities and Competitive Advantage: A Historical Perspective on Formula 1 Motor Racing 1950–2006," Journal of Management Studies, Wiley Blackwell, vol. 47(5), pages 884-910, July.
    13. Aymen A. Kayal, 2008. "National innovation systems a proposed framework for developing countries," International Journal of Entrepreneurship and Innovation Management, Inderscience Enterprises Ltd, vol. 8(1), pages 74-86.
    14. Sascha Kraus & Domingo Ribeiro-Soriano & Miriam Schüssler, 2018. "Fuzzy-set qualitative comparative analysis (fsQCA) in entrepreneurship and innovation research – the rise of a method," International Entrepreneurship and Management Journal, Springer, vol. 14(1), pages 15-33, March.
    15. Francisco Fatás-Villafranca & Gloria Jarne & Julio Sánchez-Chóliz, 2012. "Innovation, cycles and growth," Journal of Evolutionary Economics, Springer, vol. 22(2), pages 207-233, April.
    16. Jan W. Rivkin, 2000. "Imitation of Complex Strategies," Management Science, INFORMS, vol. 46(6), pages 824-844, June.
    17. Frederik von Briel & Per Davidsson & Jan Recker, 2018. "Digital Technologies as External Enablers of New Venture Creation in the IT Hardware Sector," Entrepreneurship Theory and Practice, , vol. 42(1), pages 47-69, January.
    18. Qingrui Xu & Jin Chen & Zhangshu Xie & Jingjiang Liu & Gang Zheng & Yong Wang, 2007. "Total Innovation Management: a novel paradigm of innovation management in the 21st century," The Journal of Technology Transfer, Springer, vol. 32(1), pages 9-25, April.
    19. Gérard Valenduc & Patricia Vendramin, 2017. "Digitalisation, between disruption and evolution," Transfer: European Review of Labour and Research, , vol. 23(2), pages 121-134, May.
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