The Emergence of Digital Transformation: Mapping Research Trends Through Bibliometric Analysis
Allen Grace M. Sarmiento
Discipline: Information Technology
Abstract:
Digital transformation has quickly become one of the most influential
forces shaping organizations and societies in the 21st century. What began as a
focus on digitization and IT adoption has evolved into a broader conversation
about strategy, culture, and resilience. This study employs bibliometric analysis
to examine the emergence of digital transformation as a research domain,
drawing on a dataset of publications from 2010 to 2024. Through co-citation and
co-occurrence techniques, the analysis identifies influential works, thematic
clusters, and evolving research streams. The results highlight seven co-citation
clusters, ranging from organizational behavior and resource-based perspectives
to innovation ecosystems, automation, and servitization. Complementary
keyword analysis reveals five clusters that emphasize technological
foundations, strategic management, human capital, customer experience, and
societal implications. Together, these findings demonstrate that digital
transformation is a deeply interdisciplinary field, encompassing management,
economics, information systems, and the social sciences. The study underscores
both opportunities, such as innovation, agility, and competitiveness, and
challenges, including inequality, labor market disruption, and fragmented
definitions. Through its bibliometric mapping, this study addresses a research
gap in the field's conceptual evolution across disciplines, while providing
practical implications for managers to align technological innovation with
human capital and for policymakers to ensure equitable, resilient digital
frameworks. By clarifying conceptual boundaries and mapping intellectual
trajectories, this research consolidates digital transformation as a coherent field,
highlighting underexplored intersections with sustainability, inclusivity, and
resilience, and providing guidance for future scholarship and practice.
References:
- Adams, R., Jeanrenaud, S., Bessant, J., Denyer, D., & Overy, P. (2016). Sustainability-oriented innovation: A systematic review. International Journal of Management Reviews, 18(2), 180–205. https://doi.org/10.1111/ijmr.12068
- Adner, R. (2006). The idea in brief. The idea in practice. Harvard Business Review. https://tinyurl.com/3mf92bew
- Adner, R. (2017). Ecosystem as structure: An actionable construct for strategy. Journal of Management, 43(1), 39–58. https://doi.org/10.1177/0149206316678451
- Adner, R., & Helfat, C. (2003). Corporate effects and dynamic managerial capabilities. Strategic Management Journal, 24(10), 1011–1025. https://doi.org/10.1002/smj.331
- Adner, R., & Kapoor, R. (2010). Value creation in innovation ecosystems: How the structure of technological interdependence affects firm performance in new technology generations. Strategic Management Journal, 31(3), 306–333. https://doi.org/10.1002/smj.821
- Ajzen, I. (1991). The Theory of Planned Behavior. Organizational Behavior and Human Decision Processes, 50(2), 179–211. https://doi.org/10.1016/0749-5978(91)90020-T
- Akter, S., Wamba, S.F., Gunasekaran, A., Dubey, R., & Childe, S. (2016). How to improve firm performance using Big Data Analytics Capability and business strategy alignment? International Journal of Production Economics, 182(1), 113–131. https://doi.org/10.1016/j.ijpe.2016.08.018
- Alavi, M., & Leidner, D. (2001). Review: Knowledge Management and Knowledge Management Systems: Conceptual foundations and research issues. MIS Quarterly, 25(1), 107–136. https://doi.org/10.2307/3250961
- Albino, V., Berardi, U., & Dangelico, R.M. (2015). Smart cities: Definitions, dimensions, performance, and initiatives. Journal of Urban Technology, 22(1), 3–21. https://doi.org/10.1080/10630732.2014.942092
- Amit, R., & Han, X. (2017). Value creation through novel resource configurations in a digitally enabled world. Strategic Entrepreneurship Journal, 11(3), 228–242. https://doi.org/10.1002/sej.1256
- Amit, R., & Schoemaker, P.J.H. (1993). Strategic assets and organizational rent. Strategic Management Journal, 14(1), 33–46.
- Amit, R., & Zott, C. (2001). Value creation in E-business. Strategic Management Journal, 22(6-7), 493–520. https://doi.org/10.1002/smj.187
- Anderson, J.C., & Gerbing, D.W. (1988). Structural Equation Modeling in practice: A review and recommended two-step approach. Psychological Bulletin, 103(3), 411–423.
- Andriopoulos, C., & Lewis, M. (2009). Exploitation-exploration tensions and organizational ambidexterity: Managing paradoxes of innovation. Organization Science, 20(4), 696–717. https://doi.org/10.1287/orsc.1080.0406
- Appio, F.P., Frattini, F., Petruzzelli, A.M., & Neirotti, P. (2021). Digital transformation and innovation management: A synthesis of existing research and an agenda for future studies. Journal of Product Innovation Management, 38(1), 4–20. https://doi.org/10.1111/jpim.12562
- Ardito, L., Raby, S., Albino, V., & Bertoldi, B. (2021). The duality of digital and environmental orientations in the context of SMEs: Implications for innovation performance. Journal of Business Research, 123, 44–56. https://doi.org/10.1016/j.jbusres.2020.09.022
- Ardolino, M., Rapaccini, M., Saccani, N., Gaiardelli, P., Crespi, G., & Ruggeri, C. (2017). The role of digital technologies for the service transformation of industrial companies. International Journal of Production Research, 56(6), 2116–2132. https://doi.org/10.1080/00207543.2017.1324224
- Aria, M., & Cuccurullo, C. (2017). bibliometrix: An R-tool for comprehensive science mapping analysis. Journal of Informetrics, 11(4), 959–975. https://doi.org/10.1016/j.joi.2017.08.007
- Autio, E., Nambisan, S., Thomas, L., & Wright, M. (2018). Digital affordances, spatial affordances, and the genesis of entrepreneurial ecosystems. Strategic Entrepreneurship Journal, 12(1), 72–95. https://doi.org/10.1002/sej.1266
- Baas, J., Schotten, M., Plume, A., Côté, G., & Karimi, R. (2020). Scopus is a curated, high-quality bibliometric database for academic research in quantitative science. Quantitative Science Studies, 1(1), 377–386. https://doi.org/10.1162/qss_a_00019
- 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
- Bagozzi, R., & Yi, Y. (1988). On the evaluation of Structural Equation Models. Journal of the Academy of Marketing Science, 16(1), 74–94. https://doi.org/10.1007/bf02723327
- Bai, C., Dallasega, P., Orzes, G., & Sarkis, J. (2020). Industry 4.0 technologies assessment: A sustainability perspective. International Journal of Production Economics, 229(229), 107776. https://doi.org/10.1016/j.ijpe.2020.107776
- Baines, T.S., Lightfoot, H.W., Benedettini, O., & Kay, J.M. (2009). The servitization of manufacturing: A review of literature and reflection on future challenges. Journal of Manufacturing Technology Management, 20(5), 547–567. https://doi.org/10.1108/17410380910960984
- Baines, T., Ziaee Bigdeli, A., Bustinza, O.F., Shi, V.G., Baldwin, J., & Ridgway, K. (2017). Servitization: Revisiting the state-of-the-art and research priorities. International Journal of Operations & Production Management, 37(2), 256–278.
- Baker, T., & Nelson, R. (2005). Creating something from nothing: Resource construction through entrepreneurial bricolage. Administrative Science Quarterly, 50(3), 329–366. https://doi.org/10.2189/asqu.2005.50.3.329
- Barney, J. (1991). Firm resources and sustained competitive advantage. Journal of Management, 17(1), 99–120. https://doi.org/10.1177/014920639101700108
- Barney, J. (2001). Resource-based theories of competitive advantage: A ten-year retrospective on the Resource-Based View. Journal of Management, 27(6), 643–650. https://doi.org/10.1177/014920630102700602
- Baron, R.M., & Kenny, D.A. (1986). The moderator–mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations. Journal of Personality and Social Psychology, 51(6), 1173–1182. https://doi.org/10.1037/0022-3514.51.6.1173
- Barrett, M., Davidson, E., Prabhu, J., & Vargo, S. (2015). Service innovation in the digital age: Key contributions and future directions. MIS Quarterly, 39(1), 135–154. https://doi.org/10.25300/misq/2015/39:1.03
- Berman, S.J. (2022). Digital transformation: Opportunities to create new business models. Strategy & Leadership, 40(2), 16–24.
- Bharadwaj, A. (2000). A resource-based perspective on Information Technology capability and firm performance: An empirical investigation. MIS Quarterly, 24(1), 169. https://doi.org/10.2307/3250983
- Bharadwaj, A., El Sawy, O., Pavlou, P., & Venkatraman, N.V. (2013). Digital business strategy: Toward a next generation of insights. MIS Quarterly, 37 (2), 471–482, Available at SSRN. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2742300
- Bocken, N.M.P., Short, S.W., Rana, P., & Evans, S. (2014). A literature and practice review to develop Sustainable Business Model archetypes. Journal of Cleaner Production, 65, 42–56. https://doi.org/10.1016/j.jclepro.2013.11.039
- Braun, V., & Clarke, V. (2014). What can “Thematic Analysis” offer health and well-being researchers?. International Journal of Qualitative Studies on Health and Well-Being, 9(1). https://doi.org/10.3402/qhw.v9.26152
- Chen, A., Li, L., & Shahid, W. (2024). Digital transformation as the driving force for sustainable business performance: A moderated mediation model of market-driven business model innovation and digital leadership capabilities. Heliyon, 10(8), e29509–e29509. https://doi.org/10.1016/j.heliyon.2024.e29509
- Chen, M., Martins, T.S., Zhang, L., & Dong, H. (2025). Digital transformation in project management: A systematic review and research agenda. Systems, 13(8), 625. https://doi.org/10.3390/systems13080625
- Cheng, C., Wang, L., Xie, H., & Yan, L. (2023). Mapping digital innovation: A bibliometric analysis and systematic literature review. Technological Forecasting and Social Change, 194, 122706–122706.
- Chilicaus, G.C., Licapa-Redolfo, G.S., Ballesteros, M.A., Otazú, C.D., Miranda, S.J., Castillo, M.M., Ijiri, G.L., Guzmán Valle, M., & Castillo, J.C. (2025). Digital transformation and sustainability in post-pandemic supply chains: A global bibliometric analysis of technological evolution and research patterns (2020–2024). Sustainability, 17(7), 3009. https://doi.org/10.3390/su17073009
- Davis, F. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly, 13(3), 319–340. https://doi.org/10.2307/249008
- DeGroote, S. (2025). Subject and Course Guides: Bibliometric analysis and visualization: Bibliometrics with VOSViewer. UIC University Library. https://researchguides.uic.edu/bibliometrics/vosviewer
- Ferrigno, G., Del Sarto, N., Piccaluga, A., & Baroncelli, A. (2023). Industry 4.0 base technologies and business models: A bibliometric analysis. European Journal of Innovation Management, 26(7), 502–526. https://doi.org/10.1108/ejim-02-2023-0107
- Ghanbari, H., Shabani, M., Mohammadi, E., & Seiti, H. (2025). A comprehensive bibliometric review of digitalization impacts on Supply Chain Risk Management. Supply Chain Analytics, 100165. https://doi.org/10.1016/j.sca.2025.100165
- Hausberg, J.P., Liere-Netheler, K., Packmohr, S., Pakura, S., & Vogelsang, K. (2019). Research streams on digital transformation from a holistic business perspective: A Systematic Literature Review and citation network analysis. Journal of Business Economics, 89(8-9), 931–963. https://doi.org/10.1007/s11573-019-00956-z
- Jeppe, A., Bree, T., Karger, E., Proff, H., & Ahlemann, F. (2025). Mapping the digital landscape: A bibliometric analysis of digital ecosystem research. Digital Business, 5(2), 100145. https://doi.org/10.1016/j.digbus.2025.100145
- Klein, P., Barney, J., & Foss, N. (2012). Strategic entrepreneurship. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.2137050
- Kraus, S., Durst, S., Ferreira, J.J., Veiga, P., Kailer, N., & Weinmann, A. (2022). Digital transformation in Business and Management Research: An overview of the current status quo. International Journal of Information Management, 63(4), 1–18. Sciencedirect. https://doi.org/10.1016/j.ijinfomgt.2021.102466
- Manning, P. (2017). The concept of social capital in management and organizational literature. International Journal of Organizational Analysis, 25(5), 875–893. https://doi.org/10.1108/ijoa-05-2017-1172
- Mettler, T., Miscione, G., Jacobs, C., & Guenduez, A. (2024). Same, but different: How policies shape societal-level digital transformation. Government Information Quarterly, 41(2), 101932. https://doi.org/10.1016/j.giq.2024.101932
- Plekhanov, D., Franke, H., & Netland, T. (2022). Digital transformation: A review and research agenda. European Management Journal, 41(6), 821–844. https://doi.org/10.1016/j.emj.2022.09.007
- Wang, D., & Shao, X. (2024). Research on the impact of digital transformation on the production efficiency of manufacturing enterprises: Institution-based analysis of the threshold effect. International Review of Economics & Finance, 91. https://doi.org/10.1016/j.iref.2024.01.046
- Wiener, M., Strahringer, S., & Kotlarsky, J. (2025). Where are the processes in IS research on digital transformation? A critical literature review and future research directions. The Journal of Strategic Information Systems, 34(2), 101900. https://doi.org/10.1016/j.jsis.2025.101900
- Yaqub, M.Z., & Alsabban, A. (2023). Industry-4.0-Enabled digital transformation: Prospects, instruments, challenges, and implications for business strategies. Sustainability, 15(11), 8553– 8553. MDPI. https://doi.org/10.3390/su15118553
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