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ChatGPT appropriation: A catalyst for creative performance, innovation orientation, and agile leadership

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  • Thomas, Asha
  • Duggal, Harshleen Kaur
  • Khatri, Puja
  • Corvello, Vincenzo

Abstract

Appropriation of generative artificial intelligence is a burgeoning area in the realm of technological advancements and holds significant promise for organizational dynamics and creative performance. This study seeks to clarify its relationship with Individual Creative Performance, understand the influences of Innovation Orientation and Agile Leadership on Appropriation, with particular reference with ChatGPT and propose a framework for its comprehension. Drawing from a targeted sample of 671 responses across prominent industries in Poland, we uncover a marked empirical gap. Our results underscore the instrumental role of Innovation Orientation in molding both ChatGPT Appropriation and Individual Creative Performance, while also emphasizing the mediating roles of Innovation Orientation and ChatGPT Appropriation in the nexus between Agile Leadership and Individual Creative Performance.

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  • Thomas, Asha & Duggal, Harshleen Kaur & Khatri, Puja & Corvello, Vincenzo, 2024. "ChatGPT appropriation: A catalyst for creative performance, innovation orientation, and agile leadership," Technology in Society, Elsevier, vol. 78(C).
    • Handle: RePEc:eee:teinso:v:78:y:2024:i:c:s0160791x24001672
    DOI: 10.1016/j.techsoc.2024.102619
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    as
    1. Ka Shing Cheung, 2023. "Real Estate Insights Unleashing the potential of ChatGPT in property valuation reports: the “Red Book” compliance Chain-of-thought (CoT) prompt engineering," Journal of Property Investment & Finance, Emerald Group Publishing Limited, vol. 42(2), pages 200-206, July.
    2. Raghu Garud & Michael A. Rappa, 1994. "A Socio-Cognitive Model of Technology Evolution: The Case of Cochlear Implants," Organization Science, INFORMS, vol. 5(3), pages 344-362, August.
    3. repec:dau:papers:123456789/5166 is not listed on IDEAS
    4. Michiel Bal & Jos Benders & Lander Vermeerbergen, 2022. "‘Bringing the Covert into the Open’: A Case Study on Technology Appropriation and Continuous Improvement," IJERPH, MDPI, vol. 19(10), pages 1-17, May.
    5. Aneika L. Simmons & Victor E. Sower, 2012. "Leadership sagacity and its relationship with individual creative performance and innovation," European Journal of Innovation Management, Emerald Group Publishing Limited, vol. 15(3), pages 298-309, July.
    6. Ancillai, Chiara & Sabatini, Andrea & Gatti, Marco & Perna, Andrea, 2023. "Digital technology and business model innovation: A systematic literature review and future research agenda," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
    7. Guilherme Francisco Frederico, 2023. "ChatGPT in Supply Chains: Initial Evidence of Applications and Potential Research Agenda," Logistics, MDPI, vol. 7(2), pages 1-9, April.
    8. Şebnem Yazıcı & Mustafa Özgenel & Mehmet Hilmi Koç & Fatih Baydar, 2022. "The Mediator Role of Employee Voice in the Effect of Agile Leadership on Teachers’ Affective Occupational Commitment," SAGE Open, , vol. 12(3), pages 21582440221, August.
    9. Gerardine DeSanctis & Marshall Scott Poole, 1994. "Capturing the Complexity in Advanced Technology Use: Adaptive Structuration Theory," Organization Science, INFORMS, vol. 5(2), pages 121-147, May.
    10. Gino Cattani & Simone Ferriani, 2008. "A Core/Periphery Perspective on Individual Creative Performance: Social Networks and Cinematic Achievements in the Hollywood Film Industry," Organization Science, INFORMS, vol. 19(6), pages 824-844, December.
    11. Zarei, Mohammad & Supphellen, Magne & Bagozzi, Richard P., 2022. "Servant leadership in marketing: A critical review and a model of creativity-effects," Journal of Business Research, Elsevier, vol. 153(C), pages 172-184.
    12. Ko, Eun-Jung & Kim, A-Hyun & Kim, Sang-Soo, 2021. "Toward the understanding of the appropriation of ICT-based Smart-work and its impact on performance in organizations," Technological Forecasting and Social Change, Elsevier, vol. 171(C).
    13. Sarstedt, Marko & Hair, Joseph F. & Cheah, Jun-Hwa & Becker, Jan-Michael & Ringle, Christian M., 2019. "How to specify, estimate, and validate higher-order constructs in PLS-SEM," Australasian marketing journal, Elsevier, vol. 27(3), pages 197-211.
    14. Perry, Sara Jansen & Hunter, Emily M. & Currall, Steven C., 2016. "Managing the innovators: Organizational and professional commitment among scientists and engineers," Research Policy, Elsevier, vol. 45(6), pages 1247-1262.
    15. Dowling, Michael & Lucey, Brian, 2023. "ChatGPT for (Finance) research: The Bananarama Conjecture," Finance Research Letters, Elsevier, vol. 53(C).
    16. Roberts, Ruby & Flin, Rhona & Millar, David & Corradi, Luca, 2021. "Psychological factors influencing technology adoption: A case study from the oil and gas industry," Technovation, Elsevier, vol. 102(C).
    17. Cepeda Carrión, Gabriel & Henseler, Jörg & Ringle, Christian M. & Roldán, José Luis, 2016. "Prediction-oriented modeling in business research by means of PLS path modeling: Introduction to a JBR special section," Journal of Business Research, Elsevier, vol. 69(10), pages 4545-4551.
    18. William H. DeLone & Ephraim R. McLean, 1992. "Information Systems Success: The Quest for the Dependent Variable," Information Systems Research, INFORMS, vol. 3(1), pages 60-95, March.
    19. Jarvis, Cheryl Burke & MacKenzie, Scott B & Podsakoff, Philip M, 2003. "A Critical Review of Construct Indicators and Measurement Model Misspecification in Marketing and Consumer Research," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 30(2), pages 199-218, September.
    20. Nikos Bozionelos & Cai-Hui (veronica) Lin & Kin Yi Lee, 2020. "Enhancing the sustainability of employees' careers through training : The roles of career actors' openness and of supervisor support," Post-Print hal-02312413, HAL.
    21. Ahmet Cengiz Ucar & Lutfihak Alpkan & Meral Elci, 2021. "The Effects of Person–Organization Fit and Turnover Intention on Employees’ Creative Behavior: The Mediating Role of Psychological Ownership," SAGE Open, , vol. 11(4), pages 21582440211, December.
    22. Bulent Akkaya & Anna Bagieńska, 2022. "The Role of Agile Women Leadership in Achieving Team Effectiveness through Interpersonal Trust for Business Agility," Sustainability, MDPI, vol. 14(7), pages 1-16, March.
    23. Gumusluoglu, Lale & Ilsev, Arzu, 2009. "Transformational leadership, creativity, and organizational innovation," Journal of Business Research, Elsevier, vol. 62(4), pages 461-473, April.
    24. Thomas Hempell & Thomas Zwick, 2008. "New Technology, Work Organisation, And Innovation," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 17(4), pages 331-354.
    25. Qinxuan Gu & Thomas Tang & Wan Jiang, 2015. "Does Moral Leadership Enhance Employee Creativity? Employee Identification with Leader and Leader–Member Exchange (LMX) in the Chinese Context," Journal of Business Ethics, Springer, vol. 126(3), pages 513-529, February.
    26. Rego, Arménio & Sousa, Filipa & Marques, Carla & Pina e Cunha, Miguel, 2014. "Hope and positive affect mediating the authentic leadership and creativity relationship," Journal of Business Research, Elsevier, vol. 67(2), pages 200-210.
    27. Svenja Damberg & Manfred Schwaiger & Christian M. Ringle, 2022. "What’s important for relationship management? The mediating roles of relational trust and satisfaction for loyalty of cooperative banks’ customers," Journal of Marketing Analytics, Palgrave Macmillan, vol. 10(1), pages 3-18, March.
    28. Shmueli, Galit & Ray, Soumya & Velasquez Estrada, Juan Manuel & Chatla, Suneel Babu, 2016. "The elephant in the room: Predictive performance of PLS models," Journal of Business Research, Elsevier, vol. 69(10), pages 4552-4564.
    29. Yeşim Kaya, 2023. "Agile Leadership from the Perspective of Dynamic Capabilities and Creating Value," Sustainability, MDPI, vol. 15(21), pages 1-16, October.
    30. Yoshida, Diah Tuhfat & Sendjaya, Sen & Hirst, Giles & Cooper, Brian, 2014. "Does servant leadership foster creativity and innovation? A multi-level mediation study of identification and prototypicality," Journal of Business Research, Elsevier, vol. 67(7), pages 1395-1404.
    31. Leo Aldianto & Grisna Anggadwita & Anggraeni Permatasari & Isti Raafaldini Mirzanti & Ian O. Williamson, 2021. "Toward a Business Resilience Framework for Startups," Sustainability, MDPI, vol. 13(6), pages 1-19, March.
    32. Bastian Burger & Dominik K. Kanbach & Sascha Kraus & Matthias Breier & Vincenzo Corvello, 2023. "On the use of AI-based tools like ChatGPT to support management research," European Journal of Innovation Management, Emerald Group Publishing Limited, vol. 26(7), pages 233-241, April.
    33. Streukens, Sandra & Leroi-Werelds, Sara, 2016. "Bootstrapping and PLS-SEM: A step-by-step guide to get more out of your bootstrap results," European Management Journal, Elsevier, vol. 34(6), pages 618-632.
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