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The interplay of digital transformation and employee competency: A design science approach

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  • Blanka, Christine
  • Krumay, Barbara
  • Rueckel, David

Abstract

Businesses and academia alike agree upon the significant influence of digitalization on the business world. Hence, digital transformation is a very topical issue. While researchers underline that the movement toward digitalization is a challenge influencing various dimensions, studies to date have largely focused on the technological and organizational aspects of digitalization. Consequently, there is a gap in digital transformation concerning the role of human resources and employee competency. This paper adopts a human-centered view of digitalization at the intersection of digital and human transformation. Drawing on design science research (DSR), we developed a framework as an artifact that takes into account individual employee competency related to an organization's level of digital transformation. As suggested by DSR, the framework was developed in iterations and refined after evaluation by various domain experts in academia and business. The final framework illustrates the interplay between the individual and organizational levels; in particular, employees’ transformation competency (intrapreneurial and digital competencies) driving digital transformation. Our findings suggest that the development of intrapreneurial competencies is dynamic. Based on an intrapreneurial journey, employee competencies function as triggers to reach the next level of digital transformation. As such, employee competency is crucial in enabling an organization's transformation toward digitalization.

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  • Blanka, Christine & Krumay, Barbara & Rueckel, David, 2022. "The interplay of digital transformation and employee competency: A design science approach," Technological Forecasting and Social Change, Elsevier, vol. 178(C).
    • Handle: RePEc:eee:tefoso:v:178:y:2022:i:c:s004016252200107x
    DOI: 10.1016/j.techfore.2022.121575
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    as
    1. Szalavetz, Andrea, 2019. "Industry 4.0 and capability development in manufacturing subsidiaries," Technological Forecasting and Social Change, Elsevier, vol. 145(C), pages 384-395.
    2. David Tilson & Kalle Lyytinen & Carsten Sørensen, 2010. "Research Commentary ---Digital Infrastructures: The Missing IS Research Agenda," Information Systems Research, INFORMS, vol. 21(4), pages 748-759, December.
    3. Hess, Thomas & Matt, Christian & Benlian, Alexander & Wiesböck, Florian, 2016. "Options for Formulating a Digital Transformation Strategy," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 81032, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    4. Satish Nambisan, 2017. "Digital Entrepreneurship: Toward a Digital Technology Perspective of Entrepreneurship," Entrepreneurship Theory and Practice, , vol. 41(6), pages 1029-1055, November.
    5. Annarelli, Alessandro & Battistella, Cinzia & Nonino, Fabio & Parida, Vinit & Pessot, Elena, 2021. "Literature review on digitalization capabilities: Co-citation analysis of antecedents, conceptualization and consequences," Technological Forecasting and Social Change, Elsevier, vol. 166(C).
    6. Jens Butschan & Sven Heidenreich & Benjamin Weber & Tobias Kraemer, 2019. "TACKLING HURDLES TO DIGITAL TRANSFORMATION — THE ROLE OF COMPETENCIES FOR SUCCESSFUL INDUSTRIAL INTERNET OF THINGS (IIoT) IMPLEMENTATION," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 23(04), pages 1-34, May.
    7. Joan E. van Aken, 2004. "Management Research Based on the Paradigm of the Design Sciences: The Quest for Field‐Tested and Grounded Technological Rules," Journal of Management Studies, Wiley Blackwell, vol. 41(2), pages 219-246, March.
    8. Romme, A. Georges L. & Reymen, Isabelle M.M.J., 2018. "Entrepreneurship at the interface of design and science: Toward an inclusive framework," Journal of Business Venturing Insights, Elsevier, vol. 10(C), pages 1-1.
    9. Aubert-Tarby, Clémence & Escobar, Octavio R. & Rayna, Thierry, 2018. "The impact of technological change on employment: The case of press digitisation," Technological Forecasting and Social Change, Elsevier, vol. 128(C), pages 36-45.
    10. Jens Butschan & Sven Heidenreich & Benjamin Weber & Tobias Kraemer, 2019. "Tackling Hurdles to Digital Transformation — The Role of Competencies for Successful Industrial Internet of Things (IIoT) Implementation," World Scientific Book Chapters, in: Joe Tidd (ed.), Digital Disruptive Innovation, chapter 7, pages 169-208, World Scientific Publishing Co. Pte. Ltd..
    11. Christine Blanka, 2019. "An individual-level perspective on intrapreneurship: a review and ways forward," Review of Managerial Science, Springer, vol. 13(5), pages 919-961, November.
    12. Robert M. Grant, 1996. "Prospering in Dynamically-Competitive Environments: Organizational Capability as Knowledge Integration," Organization Science, INFORMS, vol. 7(4), pages 375-387, August.
    13. Elia, Gianluca & Margherita, Alessandro & Passiante, Giuseppina, 2020. "Digital entrepreneurship ecosystem: How digital technologies and collective intelligence are reshaping the entrepreneurial process," Technological Forecasting and Social Change, Elsevier, vol. 150(C).
    14. Chandler, Gaylen N. & Jansen, Erik, 1992. "The founder's self-assessed competence and venture performance," Journal of Business Venturing, Elsevier, vol. 7(3), pages 223-236, May.
    15. Verhoef, Peter C. & Broekhuizen, Thijs & Bart, Yakov & Bhattacharya, Abhi & Qi Dong, John & Fabian, Nicolai & Haenlein, Michael, 2021. "Digital transformation: A multidisciplinary reflection and research agenda," Journal of Business Research, Elsevier, vol. 122(C), pages 889-901.
    16. Evan Douglas & Jason Fitzsimmons, 2013. "Intrapreneurial intentions versus entrepreneurial intentions: distinct constructs with different antecedents," Small Business Economics, Springer, vol. 41(1), pages 115-132, June.
    17. Birger Wernerfelt, 1984. "A resource‐based view of the firm," Strategic Management Journal, Wiley Blackwell, vol. 5(2), pages 171-180, April.
    18. Martínez-Caro, Eva & Cegarra-Navarro, Juan Gabriel & Alfonso-Ruiz, Francisco Javier, 2020. "Digital technologies and firm performance: The role of digital organisational culture," Technological Forecasting and Social Change, Elsevier, vol. 154(C).
    19. Parker, Simon C., 2011. "Intrapreneurship or entrepreneurship?," Journal of Business Venturing, Elsevier, vol. 26(1), pages 19-34, January.
    20. Aloña Martiarena, 2013. "What’s so entrepreneurial about intrapreneurs?," Small Business Economics, Springer, vol. 40(1), pages 27-39, January.
    21. Torben Bager & Hannes Ottosson & Thomas Schott, 2010. "Intrapreneurs, entrepreneurs and spin-off entrepreneurs: similarities and differences," International Journal of Entrepreneurship and Small Business, Inderscience Enterprises Ltd, vol. 10(3), pages 339-358.
    22. J. Piet Hausberg & Kirsten Liere-Netheler & Sven Packmohr & Stefanie Pakura & Kristin Vogelsang, 2019. "Research streams on digital transformation from a holistic business perspective: a systematic literature review and citation network analysis," Journal of Business Economics, Springer, vol. 89(8), pages 931-963, December.
    23. Hess, Thomas & Matt, Christian & Benlian, Alexander & Wiesböck, Florian, 2016. "Options for Formulating a Digital Transformation Strategy," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 82423, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    24. Sousa, Maria José & Rocha, Álvaro, 2019. "Skills for disruptive digital business," Journal of Business Research, Elsevier, vol. 94(C), pages 257-263.
    25. Kohtamäki, Marko & Parida, Vinit & Patel, Pankaj C. & Gebauer, Heiko, 2020. "The relationship between digitalization and servitization: The role of servitization in capturing the financial potential of digitalization," Technological Forecasting and Social Change, Elsevier, vol. 151(C).
    26. Matt, C. & Hess, Thomas & Benlian, Alexander, 2015. "Digital Transformation Strategies," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 75002, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    27. Christophe Loué & Jacques Baronet, 2012. "Toward a new entrepreneurial skills and competencies framework: a qualitative and quantitative study," International Journal of Entrepreneurship and Small Business, Inderscience Enterprises Ltd, vol. 17(4), pages 455-477.
    28. Hangzi Zhu & Katharina Djurjagina & Jens Leker, 2014. "Innovative Behaviour Types And Their Influence On Individual Crowdsourcing Performances," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 18(06), pages 1-18.
    29. Linda Argote & Ella Miron-Spektor, 2011. "Organizational Learning: From Experience to Knowledge," Organization Science, INFORMS, vol. 22(5), pages 1123-1137, October.
    30. Shakina, Elena & Parshakov, Petr & Alsufiev, Artem, 2021. "Rethinking the corporate digital divide: The complementarity of technologies and the demand for digital skills," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    31. Christian Matt & Thomas Hess & Alexander Benlian, 2015. "Digital Transformation Strategies," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 57(5), pages 339-343, October.
    32. David J. Teece, 2007. "Explicating dynamic capabilities: the nature and microfoundations of (sustainable) enterprise performance," Strategic Management Journal, Wiley Blackwell, vol. 28(13), pages 1319-1350, December.
    33. Mark Easterby‐Smith & Mary Crossan & Davide Nicolini, 2000. "Organizational Learning: Debates Past, Present And Future," Journal of Management Studies, Wiley Blackwell, vol. 37(6), pages 783-796, September.
    34. Christine Legner & Torsten Eymann & Thomas Hess & Christian Matt & Tilo Böhmann & Paul Drews & Alexander Mädche & Nils Urbach & Frederik Ahlemann, 2017. "Digitalization: Opportunity and Challenge for the Business and Information Systems Engineering Community," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 59(4), pages 301-308, August.
    35. Jan Brocke & Alexander Maedche, 2019. "The DSR grid: six core dimensions for effectively planning and communicating design science research projects," Electronic Markets, Springer;IIM University of St. Gallen, vol. 29(3), pages 379-385, September.
    36. Bjørn Willy Åmo & Lars Kolvereid, 2005. "Organizational Strategy, Individual Personality And Innovation Behavior," Journal of Enterprising Culture (JEC), World Scientific Publishing Co. Pte. Ltd., vol. 13(01), pages 7-19.
    37. Øiestad, Sara & Bugge, Markus M., 2014. "Digitisation of publishing: Exploration based on existing business models," Technological Forecasting and Social Change, Elsevier, vol. 83(C), pages 54-65.
    38. Matt, C. & Hess, Thomas & Benlian, Alexander, 2015. "Digital Transformation Strategies," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 75202, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    39. 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.
    40. Man, Thomas W. Y. & Lau, Theresa & Chan, K. F., 2002. "The competitiveness of small and medium enterprises: A conceptualization with focus on entrepreneurial competencies," Journal of Business Venturing, Elsevier, vol. 17(2), pages 123-142, March.
    41. Sarantopoulos, Panagiotis & Theotokis, Aristeidis & Pramatari, Katerina & Doukidis, Georgios, 2016. "Shopping missions: An analytical method for the identification of shopper need states," Journal of Business Research, Elsevier, vol. 69(3), pages 1043-1052.
    42. Krzywdzinski, Martin, 2017. "Automation, skill requirements and labour-use strategies: high-wage and low-wage approaches to high-tech manufacturing in the automotive industry," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 32(3), pages 247-267.
    43. Yvonne Costin & Michael P. O’Brien & Briga Hynes, 2019. "Developing Cognitive and Non-Cognitive Entrepreneurial Competences through Business Simulation Games," Journal of Enterprising Culture (JEC), World Scientific Publishing Co. Pte. Ltd., vol. 27(04), pages 471-498, December.
    44. Bacigalupo Margherita & Kampylis Panagiotis & Punie Yves & Van Den Brande Godelieve, 2016. "EntreComp: The Entrepreneurship Competence Framework for Citizens," JRC Research Reports JRC101581, Joint Research Centre.
    45. Joel Waldfogel, 2017. "How Digitization Has Created a Golden Age of Music, Movies, Books, and Television," Journal of Economic Perspectives, American Economic Association, vol. 31(3), pages 195-214, Summer.
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