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Ignoring the three-way interaction of digital orientation, Not-invented-here syndrome and employee's artificial intelligence awareness in digital innovation performance: A recipe for failure

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  • Arias-Pérez, José
  • Vélez-Jaramillo, Juan

Abstract

This study employs Knowledge-based view (KBV) and Transaction Cost Theory (TCT) to analyze the moderating effect of the Not-Invented-Here Syndrome (NIHS) on the relationship between digital orientation and digital innovation performance when employee's artificial intelligence awareness (EAIA) changes. EAIA alludes to employee's concern about being replaced by artificial intelligence at work. Structural equations were used to test the research model. The key findings reveal that when EAIA is high, the negative impact of the NIHS is stronger. The finding is significant because it confirms that the NIHS, which is associated with organizational rejection of external technologies, is not a phenomenon exclusive to the pre-digital era, but its negative consequences such as biases in the digital technology assessment and neglect or suboptimal use of them, persist in the digital era. Nevertheless, the major contribution demonstrates that the NIHS is not an isolated fact or a product of individuals’ whims or irrationality; in the digital era, the NIHS is above all rational and opportunistic attitude rooted in EAIA. Furthermore, the NIHS becomes a planned response by employees aiming to minimize the risk of losing their jobs due to the impending replacement of digital technologies, particularly those related to automation processes.

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  • Arias-Pérez, José & Vélez-Jaramillo, Juan, 2022. "Ignoring the three-way interaction of digital orientation, Not-invented-here syndrome and employee's artificial intelligence awareness in digital innovation performance: A recipe for failure," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    • Handle: RePEc:eee:tefoso:v:174:y:2022:i:c:s0040162521007393
    DOI: 10.1016/j.techfore.2021.121305
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    1. 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.
    2. Hannen, Julian & Antons, David & Piller, Frank & Salge, Torsten Oliver & Coltman, Tim & Devinney, Timothy M., 2019. "Containing the Not-Invented-Here Syndrome in external knowledge absorption and open innovation: The role of indirect countermeasures," Research Policy, Elsevier, vol. 48(9), pages 1-1.
    3. Hair, Joe F. & Howard, Matt C. & Nitzl, Christian, 2020. "Assessing measurement model quality in PLS-SEM using confirmatory composite analysis," Journal of Business Research, Elsevier, vol. 109(C), pages 101-110.
    4. 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).
    5. Nam, Taewoo, 2019. "Technology usage, expected job sustainability, and perceived job insecurity," Technological Forecasting and Social Change, Elsevier, vol. 138(C), pages 155-165.
    6. Brougham, David & Haar, Jarrod, 2018. "Smart Technology, Artificial Intelligence, Robotics, and Algorithms (STARA): Employees’ perceptions of our future workplace," Journal of Management & Organization, Cambridge University Press, vol. 24(2), pages 239-257, March.
    7. Liu, Jun & Chang, Huihong & Forrest, Jeffrey Yi-Lin & Yang, Baohua, 2020. "Influence of artificial intelligence on technological innovation: Evidence from the panel data of china's manufacturing sectors," Technological Forecasting and Social Change, Elsevier, vol. 158(C).
    8. Singh, Sanjay Kumar & Giudice, Manlio Del & Chierici, Roberto & Graziano, Domenico, 2020. "Green innovation and environmental performance: The role of green transformational leadership and green human resource management," Technological Forecasting and Social Change, Elsevier, vol. 150(C).
    9. Geissinger, Andrea & Laurell, Christofer & Sandström, Christian, 2020. "Digital Disruption beyond Uber and Airbnb—Tracking the long tail of the sharing economy," Technological Forecasting and Social Change, Elsevier, vol. 155(C).
    10. Bag, Surajit & Pretorius, Jan Ham Christiaan & Gupta, Shivam & Dwivedi, Yogesh K., 2021. "Role of institutional pressures and resources in the adoption of big data analytics powered artificial intelligence, sustainable manufacturing practices and circular economy capabilities," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
    11. Dengler, Katharina & Matthes, Britta, 2018. "The impacts of digital transformation on the labour market: Substitution potentials of occupations in Germany," Technological Forecasting and Social Change, Elsevier, vol. 137(C), pages 304-316.
    12. Nestle, Volker & Täube, Florian A. & Heidenreich, Sven & Bogers, Marcel, 2019. "Establishing open innovation culture in cluster initiatives: The role of trust and information asymmetry," Technological Forecasting and Social Change, Elsevier, vol. 146(C), pages 563-572.
    13. Canhoto, Ana Isabel & Clear, Fintan, 2020. "Artificial intelligence and machine learning as business tools: A framework for diagnosing value destruction potential," Business Horizons, Elsevier, vol. 63(2), pages 183-193.
    14. Marco Ardolino & Mario Rapaccini & Nicola Saccani & Paolo Gaiardelli & Giovanni Crespi & Carlo Ruggeri, 2018. "The role of digital technologies for the service transformation of industrial companies," International Journal of Production Research, Taylor & Francis Journals, vol. 56(6), pages 2116-2132, March.
    15. Lingmont, Derek N.J. & Alexiou, Andreas, 2020. "The contingent effect of job automating technology awareness on perceived job insecurity: Exploring the moderating role of organizational culture," Technological Forecasting and Social Change, Elsevier, vol. 161(C).
    16. Popa, Simona & Soto-Acosta, Pedro & Martinez-Conesa, Isabel, 2017. "Antecedents, moderators, and outcomes of innovation climate and open innovation: An empirical study in SMEs," Technological Forecasting and Social Change, Elsevier, vol. 118(C), pages 134-142.
    17. Bruce A. Heiman & Jack A. Nickerson, 2004. "Empirical evidence regarding the tension between knowledge sharing and knowledge expropriation in collaborations," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 25(6-7), pages 401-420.
    18. Ferreira, João J.M. & Fernandes, Cristina I. & Ferreira, Fernando A.F., 2019. "To be or not to be digital, that is the question: Firm innovation and performance," Journal of Business Research, Elsevier, vol. 101(C), pages 583-590.
    19. Jose Arias-Pérez & Geovanny Perdomo-Charry & Carlos Castaño-Ríos, 2017. "Not-Invented-Here Syndrome And Innovation Performance: The Confounding Effect Of Innovation Capabilities As Organisational Routines In Service Firms," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 21(01), pages 1-20, January.
    20. Santos-Vijande, María Leticia & López-Sánchez, Jose Ángel & Pascual-Fernández, Primitiva & Rudd, John M., 2021. "Service innovation management in a modern economy: Insights on the interplay between firms’ innovative culture and project-level success factors," Technological Forecasting and Social Change, Elsevier, vol. 165(C).
    21. Zhou, Kevin Zheng & Gao, Gerald Yong & Yang, Zhilin & Zhou, Nan, 2005. "Developing strategic orientation in China: antecedents and consequences of market and innovation orientations," Journal of Business Research, Elsevier, vol. 58(8), pages 1049-1058, August.
    22. Rachelle C. Sampson, 2004. "Organizational choice in R&D alliances: Knowledge-based and transaction cost perspectives," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 25(6-7), pages 421-436.
    23. Fulvio Castellacci, 2011. "Closing the Technology Gap?," Review of Development Economics, Wiley Blackwell, vol. 15(1), pages 180-197, February.
    24. Gun Jea Yu & Joonkyum Lee, 2017. "When should a firm collaborate with research organizations for innovation performance? The moderating role of innovation orientation, size, and age," The Journal of Technology Transfer, Springer, vol. 42(6), pages 1451-1465, December.
    25. 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.
    26. Frank, Alejandro G. & Mendes, Glauco H.S. & Ayala, Néstor F. & Ghezzi, Antonio, 2019. "Servitization and Industry 4.0 convergence in the digital transformation of product firms: A business model innovation perspective," Technological Forecasting and Social Change, Elsevier, vol. 141(C), pages 341-351.
    27. Ernesto Cassetta & Umberto Monarca & Ivano Dileo & Claudio Di Berardino & Marco Pini, 2020. "The relationship between digital technologies and internationalisation. Evidence from Italian SMEs," Industry and Innovation, Taylor & Francis Journals, vol. 27(4), pages 311-339, April.
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