Unveiling Critical Drivers for Effective Digital Transformation Leadership and its Influence on Corporate Economic Performance: A Conceptual Model and Empirical Analysis in the Landscape of Emerging Economies

Document Type : Research Paper

Authors

1 Prof., Chouaib Doukkaly University, El jadida, Morocco.

2 Prof., Hassan II University, Mohammedia, Morocco.

3 Higher Education Prof., Hassan II University, Mohammedia, Morocco.

10.22059/jitm.2023.363503.3427

Abstract

This paper aims to conceptualize the success factors of a digital transformation (DT) strategy and analyze its impact on a company's economic performance. We explore the concepts that affect the field of DT definition and the key drivers that lead to successful DT. Through these key drivers considered as success factors, we propose a research framework linking these drivers to the DT strategy and then corporate economic performance in emerging markets. To test the research model empirically and provide a contextualized interpretation of the results, we adopted a sequential explanatory design. Initially, we performed a quantitative study through a survey among companies listed on the Casablanca Stock Exchange in Morocco. We then analyzed the collected data using the structural equation method. Next, to explain the results, we conducted a qualitative analysis through interviews with semi-structured questions. The findings show that in an emerging economy context such as Morocco, placing the customer at the core of the DT strategy, aligning the organization with the DT strategy, adopting a value system imbued with DT values, and establishing an operational roadmap to drive the change can enhance the company’s digital transformation. These drivers contribute to 59.5% of the implementation of the DT strategy. Driving a DT strategy has a significant impact on companies' economic performance, contributing to 21.5% of their commercial and financial outcomes. This study highlights that the maintenance of a "phygital" business model, which mixes digital and physical business models, and the lack of human resources involvement in the DT process are specific to the emerging market context studied.

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Main Subjects


Ab Hamid, M. R., Sami, W., & Sidek, M. M. (2017). Discriminant validity assessment : Use of Fornell & Larcker criterion versus HTMT criterion. Journal of Physics: Conference Series, 890(1), 012163.
Abbu, H., Mugge, P., Gudergan, G., Hoeborn, G., & Kwiatkowski, A. (2022a). Measuring the Human Dimensions of Digital Leadership for Successful Digital Transformation : Digital leaders can use the authors’ Digital Leadership Scale to assess their own readiness and ability to accelerate digital transformation. Research Technology Management, 65(3), 39‑49. Scopus. https://doi.org/10.1080/08956308.2022.2048588
Abbu, H., Mugge, P., Gudergan, G., Hoeborn, G., & Kwiatkowski, A. (2022b). Measuring the Human Dimensions of Digital Leadership for Successful Digital Transformation : Digital leaders can use the authors’ Digital Leadership Scale to assess their own readiness and ability to accelerate digital transformation. Research-Technology Management, 65(3), 39‑49.
Al-Faihani, M., & Al-Alawi, A. I. (2020). A literature review of organizational cultural drivers affecting the digital transformation of the banking sector. 2020 International conference on data analytics for business and industry: Way towards a sustainable economy (ICDABI), 1‑6.
Al-Ruithe, M., Benkhelifa, E., & Hameed, K. (2018). Key issues for embracing the cloud computing to adopt a digital transformation : A study of saudi public sector. Procedia computer science, 130, 1037‑1043.
Baiyere, A., Salmela, H., & Tapanainen, T. (2020). Digital transformation and the new logics of business process management. European Journal of Information Systems, 29(3), 238‑259.
Bajer, J. (2017). Digital transformation needs the human touch. Strategic HR Review.
Balantzian, G. (2018). L’entreprise 4.0 : Jusqu’où ira l’intelligence artificielle ? (4e édition, 1‑1). Gérard Balantzian.
Bellini, N., & Raglianti, M. (2023). Reluctant Innovators : Dynamic Capabilities and Digital Transformation of Italian Opera Houses in the Pandemic Crisis. Administrative Sciences, 13(3), 83.
Brown, A., Fishenden, J., & Thompson, M. (2014). Digitizing government. Springer.
Bughin, J., Catlin, T., Hirt, M., & Willmott, P. (2018). Why digital strategies fail. McKinsey Quarterly, 1, 61‑75.
Chanias, S. (2017). Mastering digital transformation : The path of a financial services provider towards a digital transformation strategy.
Chih-Pei, H. U., & Chang, Y.-Y. (2017). John W. Creswell, research design : Qualitative, quantitative, and mixed methods approaches. Journal of Social and Administrative Sciences, 4(2), 205‑207.
Chin, W. W. (2009). How to write up and report PLS analyses. In Handbook of partial least squares : Concepts, methods and applications (p. 655‑690). Springer.
chris. (2016, mai 1). Digitally Mature Firms are 26% More Profitable Than Their Peers. MIT Initiative on the Digital Economy. https://ide.mit.edu/insights/digitally-mature-firms-are-26-more-profitable-than-their-peers/
Creswell, J. W., & Creswell, J. D. (2017). Research design : Qualitative, quantitative, and mixed methods approaches. Sage publications.
Digital HR : Platforms, people, and work. (s. d.). Deloitte Insights. Consulté 19 avril 2023, à l’adresse https://www2.deloitte.com/content/www/us/en/insights/focus/human-capital-trends/2017/digital-transformation-in-hr.html
Dutta, D., & Sarma, M. K. (2020). Adoption of digital innovation—Formulating adopter categories and levels of adoption in a digital sphere in an emerging economy. International Journal of Innovation and Technology Management, 17(08), 2050059.
Eikebrokk, T. R., & Olsen, D. H. (2020). Robotic process automation and consequences for knowledge workers; a mixed-method study. Responsible Design, Implementation and Use of Information and Communication Technology: 19th IFIP WG 6.11 Conference on e-Business, e-Services, and e-Society, I3E 2020, Skukuza, South Africa, April 6–8, 2020, Proceedings, Part I 19, 114‑125.
Falk, R. F., & Miller, N. B. (1992). A primer for soft modeling. University of Akron Press.
Fitzgerald, M., Kruschwitz, N., Bonnet, D., & Welch, M. (2014). Embracing digital technology : A new strategic imperative. MIT sloan management review, 55(2), 1.
Frimousse, S., & Peretti, J.-M. (2017). Comment accompagner la transformation digitale des entreprises en Afrique? Question (s) de management, 18(3), 199‑225.
Frost, M., Jeske, T., & Ottersböck, N. (2020). Leadership and Corporate Culture as Key Factors for Thriving Digital Change. Advances in Human Factors and Systems Interaction, 55‑61. https://doi.org/10.1007/978-3-030-51369-6_8
Galindo-Martin, M.-A., Castano-Martinez, M.-S., & Méndez-Picazo, M.-T. (2019). Digital transformation, digital dividends and entrepreneurship : A quantitative analysis. Journal of business research, 101, 522‑527.
Global : E-commerce revenue by country 2022. (s. d.). Statista. Consulté 13 avril 2023, à l’adresse https://www.statista.com/forecasts/1283912/global-revenue-of-the-e-commerce-market-country
Gong, C., & Ribiere, V. (2021). Developing a unified definition of digital transformation. Technovation, 102, 102217. https://doi.org/10.1016/j.technovation.2020.102217
Gong, C., & Ribiere, V. (2023). Understanding the role of organizational agility in the context of digital transformation : An integrative literature review. VINE Journal of Information and Knowledge Management Systems, ahead-of-print(ahead-of-print). https://doi.org/10.1108/VJIKMS-09-2022-0312
Guo, X., Li, M., Wang, Y., & Mardani, A. (2023). Does digital transformation improve the firm’s performance? From the perspective of digitalization paradox and managerial myopia. Journal of Business Research, 163, 113868.
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
Hair, J. F., Black, W. C., Babin, B. J., Anderson, R. E., & Tatham, R. L. (2006). Multivariate data analysis 6th Edition. Pearson Prentice Hall. New Jersey. humans: Critique and reformulation ….
Hair, J. F., Risher, J. J., Sarstedt, M., & Ringle, C. M. (2019). When to use and how to report the results of PLS-SEM. European Business Review, 31(1), 2‑24.
Hair, J., Hollingsworth, C. L., Randolph, A. B., & Chong, A. Y. L. (2017). An updated and expanded assessment of PLS-SEM in information systems research. Industrial management & data systems.
Hartl, E., & Hess, T. (2017). The role of cultural values for digital transformation : Insights from a Delphi study.
Hemerling, J., Kilmann, J., Danoesastro, M., Stutts, L., & Ahern, C. (2018). It’s not a digital transformation without a digital culture. Boston Consulting Group, 1‑11.
Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the academy of marketing science, 43, 115‑135.
Hinings, B., Gegenhuber, T., & Greenwood, R. (2018). Digital innovation and transformation : An institutional perspective. Information and Organization, 28(1), 52‑61.
Horlacher, A., & Hess, T. (2016). What does a chief digital officer do? Managerial tasks and roles of a new C-level position in the context of digital transformation. 2016 49th Hawaii International Conference on System Sciences (HICSS), 5126‑5135.
Iansiti, M., & Lakhani, K. R. (2014). Digital ubiquity : How connections, sensors, and data are revolutionizing business. Harvard business review, 92(11), 19.
Ismail, M. H., Khater, M., & Zaki, M. (2017). Digital business transformation and strategy : What do we know so far. Cambridge Service Alliance, 10(1), 1‑35.
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.
Ivankova, N. V., Creswell, J. W., & Stick, S. L. (2006). Using mixed-methods sequential explanatory design : From theory to practice. Field methods, 18(1), 3‑20.
Jonathan, G. M., Yalew, S. D., Gebremeskel, B. K., Rusu, L., & Perjons, E. (2023). IT Alignment : A Path Towards Digital Transformation Success. Procedia Computer Science, 219, 471‑478.
Kane, G. (2019). The technology fallacy : People are the real key to digital transformation. Research-Technology Management, 62(6), 44‑49.
Kane, G. C., Palmer, D., & Phillips, A. N. (2019). Accelerating digital innovation inside and out. MIT Sloan Management Review.
Kim, K. H., Ko, E., Kim, S. J., & Jiang, Q. (2021). Digital service innovation, customer engagement, and customer equity in AR marketing. Journal of Global Scholars of Marketing Science, 31(3), 453‑466.
Kiron, D., Kane, G. C., Palmer, D., Phillips, A. N., & Buckley, N. (2016). Aligning the organization for its digital future. MIT Sloan Management Review, 58(1).
Koilada, D. K. (2019). Value-Based Digital Transformation : Innovating Customer Experiences. 2019 IEEE Technology & Engineering Management Conference (TEMSCON), 1‑5. https://doi.org/10.1109/TEMSCON.2019.8813559
Kretschmer, T., & Khashabi, P. (2020). Digital transformation and organization design : An integrated approach. California Management Review, 62(4), 86‑104.
Lacity, M. C., & Willcocks, L. P. (2016). A new approach to automating services. MIT Sloan Management Review, 58(1), 41‑49.
Lacroux, A. (2011). Les avantages et les limites de la méthode «Partial Least Square»(PLS) : Une illustration empirique dans le domaine de la GRH. Revue de gestion des ressources humaines, 3, 45‑64.
Li, L. (2022). Digital transformation and sustainable performance : The moderating role of market turbulence. Industrial Marketing Management, 104, 28‑37.
Liu, B., & Fu, Z. (2011). Relationship between strategic orientation and organizational performance in born global : A critical review. In International Journal of Business and Management. Citeseer. https://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.653.6723&rep=rep1&type=pdf
Liu, D.-Y., Chen, S.-W., & Chou, T.-C. (2011). Resource fit in digital transformation : Lessons learned from the CBC Bank global e-banking project. Management Decision, 49(10), 1728‑1742.
Ma, D., & Zhu, Q. (2022). Innovation in emerging economies : Research on the digital economy driving high-quality green development. Journal of Business Research, 145, 801‑813.
Manfren, M., Tagliabue, L. C., Re Cecconi, F., & Ricci, M. (2022). Long-term techno-economic performance monitoring to promote built environment decarbonisation and digital transformation—A case study. Sustainability, 14(2), 644.
Matt, C., Hess, T., & Benlian, A. (2015). Digital transformation strategies. Business & information systems engineering, 57, 339‑343.
Mićić, L. (2017). Digital transformation and its influence on GDP. Economics, 5(2), 135‑147.
Mirmiran, S. F., & Shams, A. (2014). The Study of Differences between E-commerce Impacts on Developed Countries and Developing Countries, Case Study : USA and Iran. New Marketing Research Journal. https://www.semanticscholar.org/paper/The-Study-of-Differences-between-E-commerce-Impacts-Mirmiran-Shams/1f8724e38e9c720dbb1127e795d71771faff6106
Morakanyane, R., Grace, A. A., & O’reilly, P. (2017). Conceptualizing digital transformation in business organizations : A systematic review of literature.
Mubarak, M. F., Shaikh, F. A., Mubarik, M., Samo, K. A., & Mastoi, S. (2019). The impact of digital transformation on business performance : A study of Pakistani SMEs. Engineering technology & applied science research, 9(6), 5056‑5061.
Nicolas-Agustin, A., Jiménez-Jiménez, D., & Maeso-Fernandez, F. (2022). The role of human resource practices in the implementation of digital transformation. International Journal of Manpower, 43(2), 395‑410.
Nwankpa, J. K., & Roumani, Y. (2016). IT capability and digital transformation : A firm performance perspective.
Ochs, T., & Riemann, U. A. (2019). IT strategy follows digitalization. In Advanced Methodologies and Technologies in Business Operations and Management (p. 491‑507). IGI Global.
Paavola, R., Hallikainen, P., & Elbanna, A. (2017). Role of middle managers in modular digital transformation : The case of Servu.
Pan, W., Xie, T., Wang, Z., & Ma, L. (2022). Digital economy : An innovation driver for total factor productivity. Journal of Business Research, 139, 303‑311.
Piccinini, E., Gregory, R. W., & Kolbe, L. M. (2015). Changes in the producer-consumer relationship-towards digital transformation.
PWC. (2018). Industry 4.0 : Building the digital enterprise.
Ramesh, N. (2022). The Success (or Failure) of Your Digital Transformation Hinges on Digital Customer Experience. IEEE Engineering Management Review, 50(1), 28‑30. https://doi.org/10.1109/EMR.2022.3150315
Rassool, M. R., & Dissanayake, D. R. (2019). Digital transformation for small & medium enterprises (Smes): With special focus on sri lankan context as an emerging economy. International Journal of Business and Management Review, 7(4), 59‑76.
Reinartz, W. J., Wiegand, N., & Imschloss, M. (2018). The Impact of Digital Transformation on the Retailing Value Chain. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3299669
Riedl, R., Benlian, A., Hess, T., Stelzer, D., & Sikora, H. (2017). On the relationship between information management and digitalization. Business & Information Systems Engineering, 59, 475‑482.
Schallmo, D. R., Williams, C. A., Schallmo, D. R., & Williams, C. A. (2018). History of digital transformation. Digital Transformation Now! Guiding the Successful Digitalization of Your Business Model, 3‑8.
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 Corporate Learning (iJAC), 8(1), 31‑39.
Schwertner, K. (2017). Digital transformation of business. Trakia Journal of Sciences, 15(1), 388‑393.
Sebastian, I., Ross, J., Beath, C., Mocker, M., Moloney, K., & Fonstad, N. (2017). How big old companies navigate digital transformation. MIS quarterly executive, 16(3), 197‑213.
Simons, R. (1994). Levers of control : How managers use innovative control systems to drive strategic renewal. Harvard Business Press.
Singh, H., Garg, R. K., & Sachdeva, A. (2018). Framework to precede collaboration in supply chain. In BENCHMARKING-AN INTERNATIONAL JOURNAL (Vol. 25, Numéro 8, p. 2635‑2659). EMERALD GROUP PUBLISHING LTD. https://doi.org/10.1108/BIJ-04-2017-0061
Solberg, E., Traavik, L. E., & Wong, S. I. (2020). Digital mindsets : Recognizing and leveraging individual beliefs for digital transformation. California Management Review, 62(4), 105‑124.
Solis, B., & Szymanski, J. (2016). The six stages of digital transformation. Altimeter Prophet.
Sosik, J. J., Kahai, S. S., & Piovoso, M. J. (2009). Silver bullet or voodoo statistics? A primer for using the partial least squares data analytic technique in group and organization research. Group & Organization Management, 34(1), 5‑36.
Srinivasan, S., & Chen, W. (2019, juin 18). Research : Investors Reward Companies That Talk Up Their Digital Initiatives. Harvard Business Review. https://hbr.org/2019/06/research-investors-reward-companies-that-talk-up-their-digital-initiatives
Stone, M., Aravopoulou, E., Gerardi, G., Todeva, E., Weinzierl, L., Laughlin, P., & Stott, R. (2017). How platforms are transforming customer information management. The Bottom Line.
Tabrizi, B., Lam, E., Girard, K., & Irvin, V. (2019, mars 13). Digital Transformation Is Not About Technology. Harvard Business Review. https://hbr.org/2019/03/digital-transformation-is-not-about-technology
Teichert, R. (2019). Digital transformation maturity : A systematic review of literature. Acta universitatis agriculturae et silviculturae mendelianae brunensis.
Teng, X., Wu, Z., & Yang, F. (2022). Research on the Relationship between Digital Transformation and Performance of SMEs. Sustainability, 14(10), 6012.
Toyon, M. A. S. (2021). Explanatory sequential design of mixed methods research : Phases and challenges. International Journal of Research in Business and Social Science (2147- 4478), 10(5), 253‑260. https://doi.org/10.20525/ijrbs.v10i5.1262
Trischler, M. F. G., & Li-Ying, J. (2023). Digital business model innovation : Toward construct clarity and future research directions. Review of Managerial Science, 17(1), 3‑32.
Trushkina, N., Abazov, R., Rynkevych, N., & Bakhautdinova, G. (2020). Digital transformation of organizational culture under conditions of the information economy. Virtual Economics, 3(1), 7‑38.
Uribe-Linares, G. P., Ríos-Lama, C. A., & Vargas-Merino, J. A. (2023). Is There an Impact of Digital Transformation on Consumer Behaviour? An Empirical Study in the Financial Sector. Economies, 11(5), 132. https://doi.org/10.3390/economies11050132
Varenne, P. (2020). La transformation digitale des entreprises : Effectuation et Business Model Digital Dynamique (BMD^2) [PhD Thesis]. Université de Lyon.
Vial, G. (2019). Understanding digital transformation : A review and a research agenda. The journal of strategic information systems, 28(2), 118‑144.
Weritz, P., Braojos, J., & Matute, J. (2020). Exploring the antecedents of digital transformation : Dynamic capabilities and digital culture aspects to achieve digital maturity.
Westerman, G., Bonnet, D., & McAfee, A. (2014). Leading Digital : Turning Technology Into Business Transformation. Harvard Business Press.
Westerman, G., Calméjane, C., Bonnet, D., Ferraris, P., & McAfee, A. (2011). Digital Transformation : A roadmap for billion-dollar organizations. MIT Center for digital business and capgemini consulting, 1, 1‑68.
Yakhontova Yelena. (2019). Successful Digital Transformation and HRM Humanization. Economics World, 7(2). https://doi.org/10.17265/2328-7144/2019.02.002
Zaoui, F., & Souissi, N. (2020). Roadmap for digital transformation : A literature review. Procedia Computer Science, 175, 621‑628.
Zhai, H., Yang, M., & Chan, K. C. (2022). Does digital transformation enhance a firm’s performance? Evidence from China. Technology in Society, 68, 101841.
Zhang, X., Xu, Y., & Ma, L. (2022). Research on successful factors and influencing mechanism of the digital transformation in SMEs. Sustainability, 14(5), 2549.
Ziyadin, S., Koryagina, E., Grigoryan, T., Tovma, N., & Ismail, G. Z. (2019). Specificity of using information technologies in the digital transformation of event tourism. International Journal of Civil Engineering and Technology, 10(1), 998‑1010.