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Unpacking Digital Transformation: Identifying key enablers, transition stages and digital archetypes

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  • Gillani, Fatima
  • Chatha, Kamran Ali
  • Jajja, Shakeel Sadiq
  • Cao, Dongmei
  • Ma, Xiao

Abstract

This study aims to identify recurring Digital Transformation (DT) archetypes within firms and explore the capabilities and values associated with each archetype. Underpinned by the Resource-Based View (RBV) and Socio-Technical Systems (STS) theory, the study provides a framework explicating the enabling factors, their characteristics, interdependencies, operational capabilities, and resultant value creation within the context of digitalizing firm operations. Employing a deductive-inductive approach, an exhaustive literature review combined with an in-depth, multiple case study analysis of sixteen firms provides rich insights into the digital transformation journey. Findings reveal technology, data, human capital, processes, and organization structure as key enablers alongside their critical, complementary roles for transformation. Cross-case analysis identified instances of the DT framework, uncovering three archetypes: process efficiency, responsiveness, and strategic agility. Each archetype exhibits distinct socio-technical enabler configurations and improvements to business processes, resulting in unique operational capabilities and value generation. This research provides actionable guidance for managers in leveraging socio-technical enablers to achieve successful digital transformation. It underscores the need for tailored strategies, recognizing that a one-size-fits-all approach is inadequate. Managers must strategically select desired values and develop the necessary socio-technical system components, processes, and operational capabilities to attain them.

Suggested Citation

  • Gillani, Fatima & Chatha, Kamran Ali & Jajja, Shakeel Sadiq & Cao, Dongmei & Ma, Xiao, 2024. "Unpacking Digital Transformation: Identifying key enablers, transition stages and digital archetypes," Technological Forecasting and Social Change, Elsevier, vol. 203(C).
    • Handle: RePEc:eee:tefoso:v:203:y:2024:i:c:s0040162524001318
    DOI: 10.1016/j.techfore.2024.123335
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    1. Meltem Özturan & Meltem Mutlutürk & Burç Çeken & Burçin Sarı, 2019. "Evaluating the information systems integration maturity level of travel agencies," Information Technology & Tourism, Springer, vol. 21(2), pages 237-257, June.
    2. Schniederjans, Dara G. & Curado, Carla & Khalajhedayati, Mehrnaz, 2020. "Supply chain digitisation trends: An integration of knowledge management," International Journal of Production Economics, Elsevier, vol. 220(C).
    3. Tangi, Luca & Janssen, Marijn & Benedetti, Michele & Noci, Giuliano, 2021. "Digital government transformation: A structural equation modelling analysis of driving and impeding factors," International Journal of Information Management, Elsevier, vol. 60(C).
    4. Chatterjee, Sheshadri & Chaudhuri, Ranjan & Vrontis, Demetris & Jabeen, Fauzia, 2022. "Digital transformation of organization using AI-CRM: From microfoundational perspective with leadership support," Journal of Business Research, Elsevier, vol. 153(C), pages 46-58.
    5. de Sousa Jabbour, Ana Beatriz Lopes & Jabbour, Charbel Jose Chiappetta & Foropon, Cyril & Godinho Filho, Moacir, 2018. "When titans meet – Can industry 4.0 revolutionise the environmentally-sustainable manufacturing wave? The role of critical success factors," Technological Forecasting and Social Change, Elsevier, vol. 132(C), pages 18-25.
    6. Tran, Chi Phuong & Pernia, Ronald A. & Nguyen-Thanh, Nhan, 2023. "Mess or match? How do academic perspectives meet the practitioner perspectives in terms of digital transformation?," Technological Forecasting and Social Change, Elsevier, vol. 191(C).
    7. Sarkar, Soumodip & Mateus, Sara, 2022. "Value creation using minimal resources – A meta-synthesis of frugal innovation," Technological Forecasting and Social Change, Elsevier, vol. 179(C).
    8. Papadopoulos, Thanos & Baltas, Konstantinos N. & Balta, Maria Elisavet, 2020. "The use of digital technologies by small and medium enterprises during COVID-19: Implications for theory and practice," International Journal of Information Management, Elsevier, vol. 55(C).
    9. David J. Teece, 2008. "Firm organization, industrial structure, and technological innovation," World Scientific Book Chapters, in: The Transfer And Licensing Of Know-How And Intellectual Property Understanding the Multinational Enterprise in the Modern World, chapter 11, pages 265-296, World Scientific Publishing Co. Pte. Ltd..
    10. Cenamor, J. & Rönnberg Sjödin, D. & Parida, V., 2017. "Adopting a platform approach in servitization: Leveraging the value of digitalization," International Journal of Production Economics, Elsevier, vol. 192(C), pages 54-65.
    11. Ross, Jeanne W., 2003. "Creating a Strategic IT Architecture Competency: Learning in Stages," Working papers 4314-03, Massachusetts Institute of Technology (MIT), Sloan School of Management.
    12. Caiado, Rodrigo Goyannes Gusmão & Scavarda, Luiz Felipe & Gavião, Luiz Octávio & Ivson, Paulo & Nascimento, Daniel Luiz de Mattos & Garza-Reyes, Jose Arturo, 2021. "A fuzzy rule-based industry 4.0 maturity model for operations and supply chain management," International Journal of Production Economics, Elsevier, vol. 231(C).
    13. Huikkola, Tuomas & Kohtamäki, Marko & Ylimäki, Juho, 2022. "Becoming a smart solution provider: Reconfiguring a product manufacturer's strategic capabilities and processes to facilitate business model innovation," Technovation, Elsevier, vol. 118(C).
    14. 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).
    15. Yongxin Liao & Fernando Deschamps & Eduardo de Freitas Rocha Loures & Luiz Felipe Pierin Ramos, 2017. "Past, present and future of Industry 4.0 - a systematic literature review and research agenda proposal," International Journal of Production Research, Taylor & Francis Journals, vol. 55(12), pages 3609-3629, June.
    16. Chirumalla, Koteshwar, 2021. "Building digitally-enabled process innovation in the process industries: A dynamic capabilities approach," Technovation, Elsevier, vol. 105(C).
    17. Jafari-Sadeghi, Vahid & Amoozad Mahdiraji, Hannan & Alam, Gazi Mahabubul & Mazzoleni, Alberto, 2023. "Entrepreneurs as strategic transformation managers: Exploring micro-foundations of digital transformation in small and medium internationalisers," Journal of Business Research, Elsevier, vol. 154(C).
    18. Lapo Mola & Ivan Russo & Antonio Giangreco & Cecilia Rossignoli, 2017. "Who knows what? Reconfiguring the governance and the capabilities of the supply chain between physical and digital processes in the fashion industry," Post-Print hal-01745303, HAL.
    19. Münch, Christopher & Marx, Emanuel & Benz, Lukas & Hartmann, Evi & Matzner, Martin, 2022. "Capabilities of digital servitization: Evidence from the socio-technical systems theory," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    20. Müller, Julian Marius & Buliga, Oana & Voigt, Kai-Ingo, 2018. "Fortune favors the prepared: How SMEs approach business model innovations in Industry 4.0," Technological Forecasting and Social Change, Elsevier, vol. 132(C), pages 2-17.
    21. Frank, Alejandro Germán & Dalenogare, Lucas Santos & Ayala, Néstor Fabián, 2019. "Industry 4.0 technologies: Implementation patterns in manufacturing companies," International Journal of Production Economics, Elsevier, vol. 210(C), pages 15-26.
    22. Zhu, Xiumei & Li, Yue, 2023. "The use of data-driven insight in ambidextrous digital transformation: How do resource orchestration, organizational strategic decision-making, and organizational agility matter?," Technological Forecasting and Social Change, Elsevier, vol. 196(C).
    23. Mohamed Ben-Daya & Elkafi Hassini & Zied Bahroun, 2019. "Internet of things and supply chain management: a literature review," International Journal of Production Research, Taylor & Francis Journals, vol. 57(15-16), pages 4719-4742, August.
    24. Meindl, Benjamin & Ayala, Néstor Fabián & Mendonça, Joana & Frank, Alejandro G., 2021. "The four smarts of Industry 4.0: Evolution of ten years of research and future perspectives," Technological Forecasting and Social Change, Elsevier, vol. 168(C).
    25. Cenamor, Javier & Parida, Vinit & Wincent, Joakim, 2019. "How entrepreneurial SMEs compete through digital platforms: The roles of digital platform capability, network capability and ambidexterity," Journal of Business Research, Elsevier, vol. 100(C), pages 196-206.
    26. Rafael, Lizarralde Dorronsoro & Jaione, Ganzarain Epelde & Cristina, López & Ibon, Serrano Lasa, 2020. "An Industry 4.0 maturity model for machine tool companies," Technological Forecasting and Social Change, Elsevier, vol. 159(C).
    27. Pereira, Carla Roberta & Lago da Silva, Andrea & Tate, Wendy Lea & Christopher, Martin, 2020. "Purchasing and supply management (PSM) contribution to supply-side resilience," International Journal of Production Economics, Elsevier, vol. 228(C).
    28. Hannan Amoozad Mahdiraji & Fatemeh Yaftiyan & Aliasghar Abbasi-Kamardi & Vahid Jafari-Sadeghi & Jean-Michel Sahut & Leo-Paul Dana, 2023. "A synthesis of boundary conditions with adopting digital platforms in SMEs: an intuitionistic multi-layer decision-making framework," The Journal of Technology Transfer, Springer, vol. 48(5), pages 1723-1751, October.
    29. Mohammad Reza Rasouli, 2019. "Intelligent process-aware information systems to support agility in disaster relief operations: a survey of emerging approaches," International Journal of Production Research, Taylor & Francis Journals, vol. 57(6), pages 1857-1872, March.
    30. Bokrantz, Jon & Skoogh, Anders & Berlin, Cecilia & Stahre, Johan, 2017. "Maintenance in digitalised manufacturing: Delphi-based scenarios for 2030," International Journal of Production Economics, Elsevier, vol. 191(C), pages 154-169.
    31. Sven-Vegard Buer & Marco Semini & Jan Ola Strandhagen & Fabio Sgarbossa, 2021. "The complementary effect of lean manufacturing and digitalisation on operational performance," International Journal of Production Research, Taylor & Francis Journals, vol. 59(7), pages 1976-1992, April.
    32. Sven-Vegard Buer & Jan Ola Strandhagen & Felix T. S. Chan, 2018. "The link between Industry 4.0 and lean manufacturing: mapping current research and establishing a research agenda," International Journal of Production Research, Taylor & Francis Journals, vol. 56(8), pages 2924-2940, April.
    33. Angappa Gunasekaran & Yahaya Y. Yusuf & Ezekiel O. Adeleye & Thanos Papadopoulos, 2018. "Agile manufacturing practices: the role of big data and business analytics with multiple case studies," International Journal of Production Research, Taylor & Francis Journals, vol. 56(1-2), pages 385-397, January.
    34. Beaulieu, Martin & Bentahar, Omar, 2021. "Digitalization of the healthcare supply chain: A roadmap to generate benefits and effectively support healthcare delivery," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
    35. 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.
    36. 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.
    37. Dalenogare, Lucas Santos & Benitez, Guilherme Brittes & Ayala, Néstor Fabián & Frank, Alejandro Germán, 2018. "The expected contribution of Industry 4.0 technologies for industrial performance," International Journal of Production Economics, Elsevier, vol. 204(C), pages 383-394.
    38. Dmitry Ivanov, 2023. "The Industry 5.0 framework: viability-based integration of the resilience, sustainability, and human-centricity perspectives," International Journal of Production Research, Taylor & Francis Journals, vol. 61(5), pages 1683-1695, March.
    39. Mukherjee, Abheek Anjan & Raj, Alok & Aggarwal, Shikha, 2023. "Identification of barriers and their mitigation strategies for industry 5.0 implementation in emerging economies," International Journal of Production Economics, Elsevier, vol. 257(C).
    40. Ramezan, Majid, 2011. "Intellectual capital and organizational organic structure in knowledge society: How are these concepts related?," International Journal of Information Management, Elsevier, vol. 31(1), pages 88-95.
    41. Rodríguez-Espíndola, Oscar & Chowdhury, Soumyadeb & Dey, Prasanta Kumar & Albores, Pavel & Emrouznejad, Ali, 2022. "Analysis of the adoption of emergent technologies for risk management in the era of digital manufacturing," Technological Forecasting and Social Change, Elsevier, vol. 178(C).
    42. Martin Beaulieu & Omar Bentahar, 2021. "Digitalization of the healthcare supply chain: A roadmap to generate benefits and effectively support healthcare delivery," Post-Print hal-03208957, HAL.
    43. Kolade, Oluwaseun & Owoseni, Adebowale, 2022. "Employment 5.0: The work of the future and the future of work," Technology in Society, Elsevier, vol. 71(C).
    44. Jafari-Sadeghi, Vahid & Garcia-Perez, Alexeis & Candelo, Elena & Couturier, Jerome, 2021. "Exploring the impact of digital transformation on technology entrepreneurship and technological market expansion: The role of technology readiness, exploration and exploitation," Journal of Business Research, Elsevier, vol. 124(C), pages 100-111.
    45. Fletcher, Gordon & Griffiths, Marie, 2020. "Digital transformation during a lockdown," International Journal of Information Management, Elsevier, vol. 55(C).
    46. Battistoni, Elisa & Gitto, Simone & Murgia, Gianluca & Campisi, Domenico, 2023. "Adoption paths of digital transformation in manufacturing SME," International Journal of Production Economics, Elsevier, vol. 255(C).
    47. Lapo Mola & Ivan Russo & Antonio Giangreco & Cecilia Rossignoli, 2017. "Who knows what? Reconfiguring the governance and the capabilities of the supply chain between physical and digital processes in the fashion industry," Post-Print hal-01927383, HAL.
    48. Rezaei, Mojtaba & Jafari-Sadeghi, Vahid & Cao, Dongmei & Mahdiraji, Hannan Amoozad, 2021. "Key indicators of ethical challenges in digital healthcare: A combined Delphi exploration and confirmative factor analysis approach with evidence from Khorasan province in Iran," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
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