Digital transformation as an interaction-driven perspective between business, society, and technology

Andal-ancion, A., Cartwright, P. A., & Yip, G. S. (2003). The digital transformation of traditional businesses. MIT Sloan Management Review, 44(4), 34–41.

Austin, R. D., & Upton, D. M. (2016). Leading in the age of super-transparency. MIT Sloan Management Review, 57(2), 25–32. https://doi.org/10.1109/emr.2016.7559059.

Baden-Fuller, C., & Haefliger, S. (2013). Business models and technological innovation. Long Range Planning, 46(6), 419–426. https://doi.org/10.1016/j.lrp.2013.08.023.

Berghaus, S., & Back, A. (2016). Stages in digital business transformation: Results of an empirical maturity study. Proceedings of the Mediterranean Conference on Information Systems (MCIS), 1–17. 

Berman, & Marshall, A. (2014). The next digital transformation: From an individual-centered to an everyone-to-everyone economy. Strategy and Leadership, 42(5), 9–17. https://doi.org/10.1108/SL-07-2014-0048.

Berman, S. J. (2012). Digital transformation: Opportunities to create new business models. Strategy and Leadership, 40(2), 16–24. https://doi.org/10.1108/10878571211209314.

Besson, P., & Rowe, F. (2012). Strategizing information systems-enabled organizational transformation: A transdisciplinary review and new directions. Journal of Strategic Information Systems, 21, 103–124. https://doi.org/10.1016/j.jsis.2012.05.001.

Bharadwaj, A. S. (2000). A resource-based perspective on information technology capability and firm performance: An empirical investigation. MIS Quarterly, 24(1), 169–196. https://doi.org/10.2307/3250983.

Brock, J. K.-U., & von Wangenheim, F. (2019). Demystifying AI: What digital transformation leaders can teach you about realistic artificial intelligence. California Management Review, 61, 110–134. https://doi.org/10.1177/1536504219865226.

Bughin, J., Hazan, E., Labaye, E., Manyika, J., Dahlström, P., Ramaswamy, S., & Cochin de Billy, C. (2016). Digital Europe: pushing the frontier, capturing the benefits. Mckinsey Global Institute.

Catlin, T., Scanlan, J., & Willmott, P. (2015). Raising your digital quotient. McKinsey Quarterly, (June), 1–13. https://doi.org/10.1088/0004-637X/752/2/97.

Chanias, S. (2017). Mastering digital transformation: the path of a financial services provider towards a digital transformation strategy. Proceedings of the 25th European Conference on Information Systems (ECIS), 17. 

Christensen, C. M., Raynor, M. E., & McDonald, R. (2015). What is disruptive innovation. Harvard Business Review, Dec., 44–53.

Colli, M., Madsen, O., Berger, U., Møller, C., Wæhrens, B. V., & Bockholt, M. (2018). Contextualizing the outcome of a maturity assessment for industry 4.0. IFAC-PapersOnLine, 51(11), 1347–1352. https://doi.org/10.1016/j.ifacol.2018.08.343.

Cziesla, T. (2014). A literature review on digital transformation in the financial service industry. Proceedings of the 27th Bled EConference, 25–36.

Ebert, C., & Duarte, C. H. C. (2018). Digital transformation. IEEE Software, 35(4), 16–21. https://doi.org/10.1109/MS.2018.2801537 .

EIT digital. (2019). Digital Transformation of European Industry - a Policy Perspective - Summary. Www.Eitdigital.Eu, 20. Retrieved from https://www.eitdigital.eu/fileadmin/files/2019/report/full/Digital-Transformation-of-European-Industry-Full-Report.pdf.

Fagerstrom, A., Ghinea, G., & Sydnes, L. (2010). Understanding the impact of online reviews on customer choice: A probability discounting approach. Psychology & Marketing, 33(2), 125–134. https://doi.org/10.1002/mar.20859.

Faro, B., Abedin, B., & Kozanoglu, D. C. (2019). Continuous transformation of public-sector Organisations in the digital era. Twenty-Fifth Americas Conference on Information Systems (AMCIS), 1–7.

Frank, A. G., Mendes, G. H. S., Ayala, N. F., & Ghezzi, A. (2019). Servitization and industry 4.0 convergence in the digital transformation of product firms: A business model innovation perspective. Technological Forecasting and Social Change, 141, 341–351. https://doi.org/10.1016/j.techfore.2019.01.014.

Gerbert, P., Gauger, C., & Steinhäuser, S. (2015). The double game of digital strategy. Bcg Perspectives, 1–6. Retrieved from http://image-src.bcg.com/Images/BCG-The-Double-Game-of-Digital-Strategy-Oct-2015_tcm9-88402.pdf.

Goerzig, D., & Bauernhansl, T. (2018). Enterprise architectures for the digital transformation in small and medium-sized enterprises, Procedia CIRP, 67, 540–545. https://doi.org/10.1016/j.procir.2017.12.257.

Gray, P., Asper, G., El Sawy, O. A., & Thordarson, M. (2013). Realizing strategic value through center-edge digital transformation in consumer-centric industries. MIS Quarterly, 12(1), 1–17. https://doi.org/10.1108/02635570910926564.

Gregor, S., Martin, M., Fernandez, W., Stern, S., & Vitale, M. (2006). The transformational dimension in the realization of business value from information technology. Journal of Strategic Information Systems, 15, 249–270. https://doi.org/10.1016/j.jsis.2006.04.001.

Guest, M. (2014). Building your digital DNA: Lessons from digital leaders contents the digital organisation. Deloitte, 51. Retrieved from https://www2.deloitte.com/content/dam/Deloitte/global/Documents/Technology/gx-technology-building-your-digital-dna.pdf

Gurbaxani, V., & Dunkle, D. (2019). Gearing up for successful digital transformation. MIS Quarterly Executive, 18(3), 209–220. https://doi.org/10.17705/2msqe.00017.

Haffke, I., Kalgovas, B., & Benlian, A. (2016). The role of the CIO and the CDO in an Organization’s digital transformation. ICIS 2016 Proceedings, 1–20.

Hagberg, J., Sundstrom, M., & Egels-Zandén, N. (2016). The digitalization of retailing: An exploratory framework. International Journal of Retail and Distribution Management, 44(7), 694–712. https://doi.org/10.1108/IJRDM-09-2015-0140.

Hall, B. H., & Khan, B. (2003). Adoption of new technology. National Bureau of Economic Research (NBER) Working Paper Series. https://doi.org/10.3386/w9730.

Hartl, E., & Hess, T. (2017). The role of cultural values for digital transformation: Insights from a Delphi study. Proceedings of the 23rd Americas Conference on Information Systems (AMCIS 2017), Boston, USA.

He, Q., Meadows, M., Angwin, D., Gomes, E., & Child, J. (2020). Strategic Alliance research in the era of digital transformation: Perspectives on future research. British Journal of Management, 00, 1–29. https://doi.org/10.1111/1467-8551.12406.

Heavin, C., & Power, D. J. (2018). Challenges for digital transformation–towards a conceptual decision support guide for managers. Journal of Decision Systems, 27, 38–45. https://doi.org/10.1080/12460125.2018.1468697.

Henriette, E., Feki, M., & Boughzala, I. (2015). The shape of digital transformation : A systematic literature review. Proceedings of the Mediterranean Conference on Information Systems (MCIS), 431–443. 

Hinings, B., Gegenhuber, T., & Greenwood, R. (2018). Digital innovation and transformation: An institutional perspective. Information and Organization, 28(1), 52–61. https://doi.org/10.1016/j.infoandorg.2018.02.004.

Horlach, B., Drews, P., & Schirmer, I. (2016). Bimodal IT : Business-IT alignment in the age of digital transformation. Multikonferenz Wirtschaftsinformatik (MKWI), 1417–1428.

Ifenthaler, D., & Egloffstein, M. (2020). Development and implementation of a maturity model of digital transformation. TechTrends, 64(2), 302–309. https://doi.org/10.1007/s11528-019-00457-4.

Issa, A., Hatiboglu, B., Bildstein, A., & Bauernhansl, T. (2018). Industrie 4.0 roadmap: Framework for digital transformation based on the concepts of capability maturity and alignment. Procedia CIRP, 72, 973–978. https://doi.org/10.1016/j.procir.2018.03.151.

Ivanov, I. I. (2019). Chasing the crowd: Digital transformations and digital driven system design paradigm. In: Shishkov, B. (Eds.). Business Modeling and Software Design. BMSD 2019. Lecture Notes in Business Information Processing, vol 356, (pp. 64–80). Springer International Publishing. https://doi.org/10.1007/978-3-030-24854-3_5

Janowski, T. (2015). Digital government evolution: From transformation to contextualization. Government Information Quarterly, 32(3), 221–236. https://doi.org/10.1016/j.giq.2015.07.001.

Kane. (2017). Digital Maturity, Not Digital Transformation. MIT Sloan Management Review.

Kane, G. (2019). The technology fallacy: People are the real key to digital transformation. Research Technology Management, 62(6), 44–49. https://doi.org/10.1080/08956308.2019.1661079.

Kane, G. C., Palmer, D., Philips, A. N., Kiron, D., & Buckley, N. (2015). Strategy, not technology, drives digital transformation. MIT Sloan Management Review and Deloitte University Press.

Kane, G. C., Palmer, D., Phillips, A. N., & Kiron, D. (2017a). Winning the digital war for talent. MIT Sloan Management Review, 58(2), 17–19.

Kane, G. C., Palmer, D., Phillips, A. N., Kiron, D., & Buckly, N. (2017b). Achieving digital maturity. MIT Sloan Management Review, 59(1), 1–29. 

Katsamakas, E. (2014). Value network competition and information technology. Human Systems Management, 33(1–2), 7–17. https://doi.org/10.3233/HSM-140810

Kaufman, I., & Horton, C. (2014). Digital transformation: Leveraging digital technology with Core values to achieve sustainable business goals. The European Financial Review, 63–67.

Kotarba, M. (2018). Digital transformation of business models. Foundations of Management, 10(1), 123–142. https://doi.org/10.2478/fman-2018-0011.

Kotter, J. P. (1995). Leading change: Why transformation efforts fail. Harvard Business Review, 12, 9. https://doi.org/10.1016/0029-1021(73)90084-4.

KPMG International. (2016). Now or Never: 2016 Global CEO Outlook. Retrieved from https://images.forbes.com/forbesinsights/StudyPDFs/KPMG-Global_CEO_Outlook-REPORT.pdf.

Kumar Basu, K. (2015). The Leader’s role in managing change: Five cases of technology-enabled business transformation. Global Business and Organizational Excellence, 34(3), 28–42. https://doi.org/10.1002/joe.

Legner, C., Eymann, T., Hess, T., Matt, C., Böhmann, T., Drews, P., Mädche, A., Urbach, N., & Ahlemann, F. (2017). Digitalization: Opportunity and challenge for the business and information systems engineering community. Business & Information Systems Engineering, 59(4), 301–308. https://doi.org/10.1007/s12599-017-0484-2.

Leonhardt, D., Haffke, I., Kranz, J., & Benlian, A. (2017). Reinventing the IT function: The role of IT agility and IT ambidexterity in supporting digital business transformation. Proceedings of the 25th European Conference on Information Systems (ECIS), Guimarães, Portugal, 968-984. 

Lismont, J., Vanthienen, J., Baesens, B., & Lemahieu, W. (2017). Defining analytics maturity indicators: A survey approach. International Journal of Information Management, 37(3), 114–124. https://doi.org/10.1016/j.ijinfomgt.2016.12.003.

Loebbecke, C., & Picot, A. (2015a). Reflections on societal and business model transformation arising from digitization and big data analytics: A research agenda. Journal of Strategic Information Systems, 24(3), 149–157. https://doi.org/10.1016/j.jsis.2015.08.002.

Loebbecke, C., & Picot, A. (2015b). Reflections on societal and business model transformation arising from digitization and big data analytics: A research agenda. Journal of Strategic Information Systems, 24(3), 149–157. https://doi.org/10.1016/j.jsis.2015.08.002.

Lucas, H. C., Agarwal, R., Clemons, E. K., El Sawy, O. A., & Weber, B. (2013). Impactful research on transformational information technology: An opportunity to inform new audiences. MIS Quarterly, 37(2), 371–382. 

Matt, C., Hess, T., & Benlian, A. (2015). Digital transformation strategies. Business and Information Systems Engineering, 57(5), 339–343. https://doi.org/10.1007/s12599-015-0401-5.

Matt, C., Trenz, M., Cheung, C. M. K., & Turel, O. (2019). The digitization of the individual: Conceptual foundations and opportunities for research. Electronic Markets, 29(3), 315–322. https://doi.org/10.1007/s12525-019-00348-9.

Matzler, K., Friedrich von den Eichen, S., Anschober, M., & Kohler, T. (2018). The crusade of digital disruption. Journal of Business Strategy, 39(6), 13–20. https://doi.org/10.1108/JBS-12-2017-0187.

Mergel, I., Edelmann, N., & Haug, N. (2019). Defining digital transformation: Results from expert interviews. Government Information Quarterly, (June), 1–16. https://doi.org/10.1016/j.giq.2019.06.002.

Mertens, P., & Wiener, M. (2018). Riding the Digitalization Wave: Toward a sustainable nomenclature in Wirtschaftsinformatik. A comment on Riedl et al. (2017). Business and Information Systems Engineering, 60(4), 367–372. https://doi.org/10.1007/s12599-018-0545-1.

Misuraca, G., Pasi, G., & Viscusi, G. (2018). Social innovation and resilience: Exploring the dynamics and impacts on the digital transformation of governance & society. Proceedings of the 11th International Conference on Theory and Practice of Electronic Governance (ICEGOV), 91–100. https://doi.org/10.1145/3209415.3209488.

Morgan, R. E., & Page, K. (2008). Managing business transformation to deliver strategic agility. Strategic Change, 17, 155–168. https://doi.org/10.1002/jsc.823.

Nwaiwu, F. (2018). Review and comparison of conceptual frameworks on digital business transformation. Journal of Competitiveness, 10(3), 86–100. https://doi.org/10.7441/joc.2018.03.06 .

Oestreicher-Singer, G., & Zalmanson, L. (2013). Content or community? A digital business strategy for content. Management Information Systems Quarterly, 37(2), 591–616.

Osterwalder, A., & Pigneur, Y. (2010). Business Model Generation. Wiley., 30, 4015–4023. https://doi.org/10.1523/JNEUROSCI.0307-10.2010.

Papagiannidis, S., Harris, J., & Morton, D. (2020). WHO led the digital transformation of your company? A reflection of IT related challenges during the pandemic. International Journal of Information Management, 55, 102166. https://doi.org/10.1016/j.ijinfomgt.2020.102166.

Parviainen, P., Tihinen, M., Kääriäinen, J., & Teppola, S. (2017). Tackling the digitalization challenge: How to benefit from digitalization in practice. International Journal of Information Systems and Project Management, 5(1), 63–77. https://doi.org/10.12821/ijispm050104.

Patel, K., & McCarthy, M. P. (2000). Digital transformation: The essentials of E-business leadership. McGraw-Hill Professional.

Pihir, I., Tomičić-Pupek, K., & Tomičić Furjan, M. (2019). Digital transformation playground - literature review and framework of concepts. Journal of Information and Organization Sciences (JIOS), 43(1), 33–48. https://doi.org/10.31341/jios.43.1.3

Rachinger, M., Rauter, R., Müller, C., Vorraber, W., & Schirgi, E. (2018). Digitalization and its influence on business model innovation. Journal of Manufacturing Technology Management., 30, 1143–1160. https://doi.org/10.1108/JMTM-01-2018-0020.

Rautenbach, W. J., De Kock, I., & Jooste, J. L. (2019). The development of a conceptual model for enabling a value-adding digital transformation : A conceptual model that aids organisations in the digital transformation process. Proceedings of the International Conference on Engineering, Technology and Innovation (ICE/ITMC) Valbonne Sophia-Antipolis, France, 1–10. https://doi.org/10.1109/ICE.2019.8792675.

Reddy, S. K., & Reinartz, W. (2017). Digital transformation and value creation: Sea change ahead. GfK Marketing Intelligence Review, 9(1), 10–17. https://doi.org/10.1515/gfkmir-2017-0002.

Reis, J., Amorim, M., Melão, N., & Matos, P. (2018). Digital Transformation: A Literature Review and Guidelines for Future Research. In: Rocha Á., Adeli H., Reis L.P., Costanzo S. (Eds.) Trends and Advances in Information Systems and Technologies. WorldCIST'18, (vol. 745). Springer, Cham. https://doi.org/10.1007/978-3-319-77703-0_41.

Riasanow, T., Setzke, D. S., & Böhm, M. (2019). Clarifying the notion of digital transformation : A Transdisciplinary review of literature. Journal of Competences, Strategy & Management, 10(April), 5–31.https://doi.org/10.2139/ssrn.3072318.

Risselada, H., Verhoef, P. C., & Bijmolt, T. H. A. (2013). Dynamic effects of social influence and direct marketing on the adoption of high-technology products. Journal of Marketing, 78(2), 52–68. https://doi.org/10.1509/jm.11.0592.

Rogers, E. M. (2010). Diffusion of innovations. The Free Press, A Division of Simon and Schuster. 

Sanchez, M. A. (2017). Framework to assess organizational readiness for digital transformation. Dimensión Empresarial, 15(2), 27–40. https://doi.org/10.15665/RDE.V15I2.976.

SAP Insight. (2017). 4 Ways Leaders Set Themselves Apart. Retrieved from: https://insights.sap.com/sap-digital-transformation-executive-study-4-ways-leaders-set-themselves-apart/.

Schallmo, D., & Williams, C. (2018). Digital transformation now! Guiding the Successful Digitalization of Your Business Model. IEEE Software, 35, 16–21. https://doi.org/10.1109/MS.2018.2801537.

Schallmo, D., Williams, C. A., & Boardman, L. (2017). Digital transformation of business models — Best practice, enablers, and roadmap. International Journal of Innovation Management, 21(08), 17. https://doi.org/10.1142/s136391961740014x.

Schuchmann, D., & Seufert, S. (2015). Corporate learning in times of digital transformation: A conceptual framework and service portfolio for the learning function in banking Organisations. International Journal of Advanced Corporate Learning (IJAC), 8(1), 31–39. https://doi.org/10.3991/ijac.v8i1.4440.

Schwab, K. (2015). The fourth industrial revolution. Snapshot, 10, 1–9. https://doi.org/10.1038/nnano.2015.286.

Schwartz, E. I. (2001). Digital Darwinism: 7 breakthrough business strategies for surviving in the cutthroat web economy. Crown Business.

Schwarzmüller, T., Brosi, P., Duman, D., & Welpe, I. M. (2018). How does the digital transformation affect organizations? Key themes of change in work design and leadership. Management Revue, 29(2), 114–138. https://doi.org/10.5771/0935-9915-2018-2-114.

Sebastian, I. M., Ross, J. W., Beath, C., Mocker, M., Moloney, K. G., & Fonstad, N. O. (2017). How big old companies navigate digital transformation. MIS Quarterly Executive, 16(3), 197–213. https://doi.org/10.1017/S0021859600058731.

Shwayder, M. (2019). Why have Americans turned a cold shoulder to messaging giant WhatsApp?. Digital Trends. Retrieved from https://www.digitaltrends.com/social-media/why-dont-americans-use-whatsapp/.

Singh, A., & Hess, T. (2017). How chief digital officers promote the digital transformation of their companies. MIS Quarterly Executive, 16(1), 1–17. http://search.ebscohost.com/login.aspx?direct=true&db=bth&AN=121491404&site=ehost-live.

Skog, D. A., Wimelius, H., & Sandberg, J. (2018). Digital Disruption. Business & Information Systems Engineering, 60(5), 431–437. https://doi.org/10.1007/s12599-018-0550-4.

Solis, B. (2015). The six stages of digital transformation maturity. Altimeter Group, 1-29. 

Soto-Acosta, P. (2020). COVID-19 pandemic: Shifting digital transformation to a high-speed gear. Information Systems Management, 37(4), 260-266. https://doi.org/10.1080/10580530.2020.1814461.

Stolterman, E., & Fors, A. C. (2004). Information Technology and the Good Life. In: Kaplan B., Truex D.P., Wastell D., Wood-Harper A.T., DeGross J.I. (Eds.) Information Systems Research. IFIP International Federation for Information Processing (Vol. 143). Springer, Boston, MA. https://doi.org/10.1007/1-4020-8095-6_45.

Subramaniam, M., Iyer, B., & Venkatraman, V. (2019). Competing in digital ecosystems. Business Horizons, 62(1), 83–94. https://doi.org/10.1016/j.bushor.2018.08.013.

Templier, M., & Paré, G. (2015). A framework for guiding and evaluating literature reviews. Communications of the Association for Information Systems, 37, 112–137. https://doi.org/10.17705/1cais.03706.

Ulez’ko, A., Demidov, P., & Tolstykh, A. (2019). The effects of the digital transformation. Proceedings of the International Scientific and Practical Conference “Digital agriculture - development strategy” (ISPC 2019), 125–129. Atlantis Press. https://doi.org/10.2991/ispc-19.2019.28.

Valdez-De-Leon, O. (2016). A digital maturity model for telecommunications service providers. Technology Innovation. Management Review, 6(8), 19–32. https://doi.org/10.22215/timreview/1008.

Van Veldhoven, Z., & Vanthienen, J. (2019). Designing a Comprehensive Understanding of Digital Transformation and its Impact. Proceedings of 32nd Bled eConference: Humanizing Technology for a Sustainable Society, 745–763. https://doi.org/10.18690/978-961-286-280-0.

Venkatraman, N. (1994). It-enabled business transformation - from automation to business scope redefinition. Sloan Management Review, 35(2), 73–87. https://doi.org/10.1002/qua.560360829.

Verhoef, P. C., Broekhuizen, T., Bart, Y., Bhattacharya, A., Qi Dong, J., Fabian, N., & Haenlein, M. (2019). Digital transformation: A multidisciplinary reflection and research agenda. Journal of Business Research., 122, 889–901. https://doi.org/10.1016/j.jbusres.2019.09.022.

Vial, G. (2019). Understanding digital transformation: A review and a research agenda. Journal of Strategic Information Systems, 28(2), 1–27. https://doi.org/10.1016/j.jsis.2019.01.003.

von Leipzig, T., Gamp, M., Manz, D., Schöttle, K., Ohlhausen, P., Oosthuizen, G., Palm, D., & von Leipzig, K. (2017). Initialising customer-orientated digital transformation in enterprises. Procedia Manufacturing, 8, 517–524. https://doi.org/10.1016/j.promfg.2017.02.066.

Wade, M., & Shan, J. (2020). Covid-19 has accelerated digital transformation, but may have made it harder not easier. MIS Quarterly Executive, 19(3), 213–220. https://doi.org/10.17705/2msqe.00034.

Warner, K. S. R., & Wäger, M. (2019). Building dynamic capabilities for digital transformation: An ongoing process of strategic renewal. Long Range Planning, 52(3), 326–349. https://doi.org/10.1016/j.lrp.2018.12.001.

Webster, J., & Watson, R. T. (2002). Analyzing the past to prepare for the future: Writing a literature review. MIS Quarterly, 26(2), xiii–xxiii. 

Westerman, G., Bonnet, D., & McAfee, A. (2012). The digital capabilities your company needs. MIT Sloan Management Review. Retrieved from http://sloanreview.mit.edu/article/the-digital-capabilities-your-company-needs/.

Westerman, G., Calméjane, C., Bonnet, D., Ferraris, P., & McAfee, A. (2011). Digital transformation: A road-map for billion-Dollar organizations. Capgemini Consulting & MIT Sloan Management.

Forum, W. E. (2018). Makerspaces and Local Economic Development. The future of jobs report, 31, 2018–2173. https://doi.org/10.1177/0891242417690604.

Ziyadin S., Suieubayeva S., Utegenova A. (2020) Digital Transformation in Business. In: Ashmarina S., Vochozka M., Mantulenko V. (Eds.) Digital Age: Chances, Challenges and Future. ISCDTE 2019. Lecture Notes in Networks and Systems, (Vol. 84). Springer, Cham. https://doi.org/10.1007/978-3-030-27015-5_49.