How does digital technology usage benefit firm performance? Digital transformation strategy and organisational innovation as mediators

References

• Ahuja, G., and R. Katila. 2001. “Technological Acquisitions and the Innovation Performance of Acquiring Firms: A Longitudinal Study.” Strategic Management Journal 22 (3): 197–220.
   Web of Science ®Google Scholar
• Ali, M., K. A. S. Kan, and M. Sarstedt. 2016. “Direct and Configurational Paths of Absorptive Capacity and Organizational Innovation to Successful Organizational Performance.” Journal of Business Research 69 (11): 5317–5323.
   Web of Science ®Google Scholar
• Bagozzi, R., and Y. Yi. 1988. “On the Evaluation of Structural Equation Models.” Journal of the Academy of Marketing Science 16 (1): 74–94.
   Google Scholar
• Baregheh, A., J. Rowley, and S. Sambrook. 2009. “Towards a Multidisciplinary Definition of Innovation.” Management Decision 47 (8): 1323–1339.
   Web of Science ®Google Scholar
• Bharadwaj, A. S. 2000. “A Resource-Based Perspective on Information Technology Capability and Firm Performance: An Empirical Investigation.” MIS Quarterly 24 (1): 169–197.
   Web of Science ®Google Scholar
• Bharadwaj, A., O. A. El Sawy, P. A. Pavlou, and N. Venkatraman. 2013. “Digital Business Strategy: Toward a Next Generation of Insights.” MIS Quarterly 37 (2): 471–482.
   Web of Science ®Google Scholar
• Bolívar-Ramos, M. T., V. J. Garcia-Morales, and E. García-Sánchez. 2012. “Technological Distinctive Competencies and Organizational Learning: Effects on Organizational Innovation to Improve Firm Performance.” Journal of Engineering and Technology Management 29 (3): 331–357.
   Web of Science ®Google Scholar
• Brislin, R. 1986. The Wording and Translation of Research Instruments. In Field Methods in Cross-Cultural Research. Cross-Cultural Research and Methodology Series, Vol. 8, edited by W. Lonner, and J. Berry, 137–164. Thousand Oaks, CA, USA: Sage.
   Google Scholar
• Camisón, C., and A. Villar-López. 2014. “Organizational Innovation as an Enabler of Technological Innovation Capabilities and Firm Performance.” Journal of Business Research 67 (1): 2891–2902.
   Web of Science ®Google Scholar
• Chin, W. W. 1998. “Issues and Opinion on Structural Equation Modeling.” MIS Quarterly 22 (1): vii–xvi.
   Web of Science ®Google Scholar
• Cohen, J. 1988. Statistical Power Analysis for the Behavioral Sciences. 2nd ed. Hillsdale, NJ: Erlbaum.
   Google Scholar
• Dalenogare, L. S., G. B. Benitez, N. F. Ayala, and A. G. Frank. 2018. “The Expected Contribution of Industry 4.0 Technologies for Industrial Performance.” International Journal of Production Economics 204: 383–394.
   Web of Science ®Google Scholar
• Damanpour, F. 2014. “Footnotes to Research on Management Innovation.” Organization Studies 35 (9): 1265–1285.
   Web of Science ®Google Scholar
• Danuso, A., F. Giones, and E. Ribeiro da Silva. 2021. “The Digital Transformation of Industrial Players: A Guide.” Business Horizons. doi:10.1016/j.bushor.2021.04.001.
   Web of Science ®Google Scholar
• Fichman, R., B. Santos, and E. Zheng. 2014. “Digital Innovation as a Fundamental and Powerful Concept in the Information Systems Curriculum.” MIS Quarterly 38 (2): 329–353.
   Web of Science ®Google Scholar
• Fornell, C., and D. F. Larcker. 1981. “Evaluating Structural Equation Models with Unobservable Variables and Measurement Error.” Journal of Marketing Research 19: 39–50.
   Web of Science ®Google Scholar
• Gillani, F., K. A. Chatha, M. S. S. Jajja, and S. Farooq. 2020. “Implementation of Digital Manufacturing Technologies: Antecedents and Consequences.” International Journal of Production Economics 229: 107748.
   Web of Science ®Google Scholar
• Gong, C., and V. Ribiere. 2021. “Developing a Unified Definition of Digital Transformation.” Technovation 102: 102217.
   Web of Science ®Google Scholar
• Hanelt, A., R. Bohnsack, D. Marz, and C. Antunes Marante. 2021. “A Systematic Review of the Literature on Digital Transformation: Insights and Implications for Strategy and Organizational Change.” Journal of Management Studies 58 (5): 1159–1197.
   Web of Science ®Google Scholar
• Hess, T., A. Benlian, C. Matt, and F. Wiesböck. 2016. “Options for Formulating a Digital Transformation Strategy.” MIS Quarterly Executive 15 (2): 123–139.
   Web of Science ®Google Scholar
• Ho, L. 2011. “Meditation, Learning, Organizational Innovation and Performance.” Industrial Management & Data Systems 111 (1): 113–131.
   Web of Science ®Google Scholar
• Hult, G. T. M., R. F. Hurley, and G. A. Knight. 2004. “Innovativeness: Its Antecedents and Impact on Business Performance.” Industrial Marketing Management 33 (5): 429–438.
   Web of Science ®Google Scholar
• Janssen, M., V. Weerakkody, E. Ismagilova, U. Sivarajah, and Z. Irani. 2020. “A Framework for Analysing Blockchain Technology Adoption: Integrating Institutional, Market and Technical Factors.” International Journal of Information Management 50: 302–309.
   Web of Science ®Google Scholar
• Jin, J., L. Ma, and X. Ye. 2020. “Digital Transformation Strategies for Existed Firms: From the Perspectives of Data Ownership and key Value Propositions.” Asian Journal of Technology Innovation 28 (1): 77–93.
   Web of Science ®Google Scholar
• Johnson, K. 2021. What Is Digital Technology? 25 Best Examples. Accessed 8 February 2021. https://honestproscons.com/what-is-digital-technology-25-best-examples/#Future_of_Digital_Technology.
   Google Scholar
• Kane, G. C., D. Palmer, A. Nguyen-Phillips, D. Kiron, and N. Buckley. 2017. “Achieving Digital Maturity.” MIT Sloan Management Review 59 (1): 1–31.
   Google Scholar
• Khin, S., and T. C. Ho. 2019. “Digital Technology, Digital Capability and Organizational Performance: A Mediating Role of Digital Innovation.” International Journal of Innovation Science 11 (2): 1757–2223.
   Web of Science ®Google Scholar
• Kim, D., and R. P. Lee. 2010. “Systems Collaboration and Strategic Collaboration: Their Impacts on Supply Chain Responsiveness and Market Performance.” Decision Sciences 41 (4): 955–981.
   Web of Science ®Google Scholar
• Leonardi, P. M. 2013. “When Does Technology use Enable Network Change in Organizations? A Comparative Study of Feature use and Shared Affordances.” MIS Quarterly 37 (3): 749–775.
   Web of Science ®Google Scholar
• Li, Y., J. Dai, and L. Cui. 2020. “The Impact of Digital Technologies on Economic and Environmental Performance in the Context of Industry 4.0: A Moderated Mediation Model.” International Journal of Production Economics 229: 107777.
   Web of Science ®Google Scholar
• Li, H., Y. Wu, D. Cao, and Y. Wang. 2021. “Organizational Mindfulness Towards Digital Transformation as a Prerequisite of Information Processing Capability to Achieve Market Agility.” Journal of Business Research 122: 700–712.
   Web of Science ®Google Scholar
• Lyytinen, K., and G. Rose. 2003. “Disruptive Information System Innovation: The Case of Internet Computing.” Information Systems Journal 13 (4): 301–330.
   Web of Science ®Google Scholar
• Matt, C., T. Hess, and A. Benlian. 2015. “Digital Transformation Strategies.” Business & Information Systems Engineering 57 (5): 339–343.
   Web of Science ®Google Scholar
• McKinsey. 2020. The Digital-Led Recovery from COVID-19: Five Questions for CEOs. Accessed 8 September 2020. https://www. mckinsey.com/business-functions/mckinsey-digital/our-insights/the-digital-led-recovery-from-covid -19-five-questions-for-ceos#.
   Google Scholar
• Mention, A. L., P. J. Barlatier, and E. Josserand. 2019. “Using Social Media to Leverage and Develop Dynamic Capabilities for Innovation.” Technological Forecasting and Social Change 144: 242–250.
   Web of Science ®Google Scholar
• Nambisan, S. 2013. “Information Technology and Product/Service Innovation: A Brief Assessment and Some Suggestions for Future Research.” Journal of the Association for Information Systems 14 (4): 1.
   Web of Science ®Google Scholar
• Nambisan, S., K. Lyytinen, A. Majchrzak, and M. Song. 2017. “Digital Innovation Management: Reinventing Innovation Management Research in a Digital World.” MIS Quarterly 1: 41.
   Google Scholar
• Nambisan, S., M. Wright, and M. Feldman. 2019. “The Digital Transformation of Innovation and Entrepreneurship: Progress, Challenges and key Themes.” Research Policy 48 (8): 103773.
   Web of Science ®Google Scholar
• Nunnally, J. C. 1978. Psychometric Theory. (2nd Edition). New York: McGraw-Hill.
   Google Scholar
• Podsakoff, P. M., S. B. MacKenzie, J. Y. Lee, and N. P. Podsakoff. 2003. “Common Method Bias in Behavioral Research: A Critical Review of the Literature and Recommended Remedies.” Journal of Applied Psychology 88 (5): 879–903.
   PubMed Web of Science ®Google Scholar
• Porter, M., and V. Millar. 1985. “How Information Gives you a Competitive Advantage.” Harvard Business Review 63 (4): 149–160.
   Web of Science ®Google Scholar
• Prange, C., and J. C. Pinho. 2017. “How Personal and Organizational Drivers Impact on SME International Performance: The Mediating Role of Organizational Innovation.” International Business Review 26 (6): 1114–1123.
   Web of Science ®Google Scholar
• Singh, S. K., M. D. Giudice, S. Y. Tarba, and P. D. Bernardi. 2019. “Top Management Team Shared Leadership, Market-Oriented Culture, Innovation Capability, and Firm Performance.” IEEE Transactions on Engineering Management PP (99): 1–11.
   Google Scholar
• Tortorella, G. L., A. M. C. Vergara, J. A. Garza-Reyes, and R. Sawhney. 2020. “Organizational Learning Paths Based upon Industry 4.0 Adoption: An Empirical Study with Brazilian Manufacturers.” International Journal of Production Economics 219: 284–294.
   Web of Science ®Google Scholar
• Usai, A., F. Fiano, A. M. Petruzzelli, P. Paoloni, M. F. Briamonte, and B. Orlando. 2021. “Unveiling the Impact of the Adoption of Digital Technologies on Firms’ Innovation Performance.” Journal of Business Research 133: 327–336.
   Web of Science ®Google Scholar
• Vaska, S., M. Massaro, E. M. Bagarotto, and F. Dal Mas. 2021. “The Digital Transformation of Business Model Innovation: A Structured Literature Review.” Frontiers in Psychology 11: 3557.
   Web of Science ®Google Scholar
• Venkatraman, V. 2017. The Digital Matrix: New Rules for Business Transformation Through Technology. LifeTree Media.
   Google Scholar
• Verhoef, P. C., T. Broekhuizen, Y. Bart, A. Bhattacharya, J. Q. Dong, N. Fabian, and M. Haenlein. 2021. “Digital Transformation: A Multidisciplinary Reflection and Research Agenda.” Journal of Business Research 122: 889–901.
   Web of Science ®Google Scholar
• Verstegen, L., W. Houkes, and I. Reymen. 2019. “Configuring Collective Digital-Technology Usage in Dynamic and Complex Design Practices.” Research Policy 48 (8): 103696.
   Web of Science ®Google Scholar
• Vial, G. 2019. “Understanding Digital Transformation: A Review and a Research Agenda.” The Journal of Strategic Information Systems 28 (2): 118–144.
   Web of Science ®Google Scholar
• Wang, F., and K. Chen. 2020. “Do Product Imitation and Innovation Require Different Patterns of Organizational Innovation? Evidence from Chinese Firms.” Journal of Business Research 106: 60–74.
   Web of Science ®Google Scholar
• Wang, H., J. Feng, H. Zhang, and X. Li. 2020. “The Effect of Digital Transformation Strategy on Performance: The Moderating Role of Cognitive Conflict.” International Journal of Conflict Management 31 (3): 441–462.
   Web of Science ®Google Scholar
• Warner, K. S., and M. Wäger. 2019. “Building Dynamic Capabilities for Digital Transformation: An Ongoing Process of Strategic Renewal.” Long Range Planning 52 (3): 326–349.
   Web of Science ®Google Scholar
• Wessel, L., A. Baiyere, R. Ologeanu-Taddei, J. Cha, and T. Blegind-Jensen. 2021. “Unpacking the Difference Between Digital Transformation and IT-Enabled Organizational Transformation.” Journal of the Association for Information Systems 22 (1): 102–129.
   Web of Science ®Google Scholar
• Wu, F., S. Yeniyurt, D. Kim, and S. T. Cavusgil. 2006. “The Impact of Information Technology on Supply Chain Capabilities and Firm Performance.” Industrial Marketing Management 35 (4): 493–504.
   Web of Science ®Google Scholar
• Zhao, X., J. G. Lynch Jr, and Q. Chen. 2010. “Reconsidering Baron and Kenny: Myths and Truths About Mediation Analysis.” Journal of Consumer Research 37 (2): 197–206.
   Web of Science ®Google Scholar
• Zhu, K., S. Dong, S. X. Xu, and K. L. Kraemer. 2006. “Innovation Diffusion in Global Contexts: Determinants of Post-Adoption Digital Transformation of European Companies.” European Journal of Information Systems 15 (6): 601–616.
   Web of Science ®Google Scholar
• Zhu, K., and K. L. Kraemer. 2005. “Post-adoption Variations in Usage and Value of Ebusiness by Organizations: Cross-Country Evidence from the Retail Industry.” Information Systems Research 16 (1): 61–84.
   Web of Science ®Google Scholar