Digital leadership in the era of digital transformation
a bibliometric analysis of intellectual structure and thematic evolution (2005–2025)
Abstract
The accelerating pace of digital transformation has intensified scholarly interest in understanding how leadership practices evolve in technology-driven organizational environments. This study provides a comprehensive bibliometric analysis of digital leadership research by examining 1,325 peer-reviewed articles indexed in the scopus database covering the period 2005–2025. Employing a dual analytical approach combining bibliographic coupling and co-word analysis using vosviewer, the study maps the intellectual structure and thematic evolution of the field. the bibliographic coupling analysis reveals four major research clusters: digital transformation and ai-driven leadership innovation; organizational behavior and workplace leadership dynamics; educational and distributed leadership systems; and digital collaboration and knowledge integration in complex organizational settings. the co-word analysis further identifies three dominant thematic streams: digital transformation and technological leadership ecosystems; agile organizational behavior and leadership practices; and educational leadership and instructional digital innovation. publication trends indicate a strong and sustained growth trajectory, particularly after 2015, reflecting the increasing recognition of digital leadership as a strategic organizational capability in the industry 4.0 era. building on prior fragmented studies in digital leadership and organizational transformation, this research provides a unified, dual-framework bibliometric map that clarifies the intellectual structure, dominant themes, and emerging research directions in the field. the findings contribute to both theory and practice by offering a comprehensive knowledge architecture for understanding how digital leadership enables organizational adaptation, innovation, and performance in digitally intensive environments.
References
Alajmi, M. K. (2022). The Impact Of Digital Leadership On Teachers’ Technology Integration During The COVID-19 Pandemic In Kuwait. International Journal Of Educational Research, 112. Https://Doi.Org/10.1016/J.Ijer.2022.101928
Aldianto, L., Anggadwita, G., Permatasari, A., Mirzanti, I. R., & Williamson, I. O. (2021). Toward A Business Resilience Framework For Startups. Sustainability (Switzerland), 13(6). Https://Doi.Org/10.3390/Su13063132
Azzam, I. A., Alserhan, A. F., Mohammad, Y. T., Shamaileh, N. A., & Al-Hawary, S. I. S. (2023). Impact Of Dynamic Capabilities On Competitive Performance: A Moderated-Mediation Model Of Entrepreneurship Orientation And Digital Leadership. International Journal Of Data And Network Science, 7(4), 1949–1962. Https://Doi.Org/10.5267/J.Ijdns.2023.6.017
Bastardoz, N., Matthews, M. J., Sajons, G. B., Ransom, T., Kelemen, T. K., & Matthews, S. H. (2023). Instrumental Variables Estimation: Assumptions, Pitfalls, And Guidelines. Leadership Quarterly, 34(1). Https://Doi.Org/10.1016/J.Leaqua.2022.101673
Bolden, R., Petrov, G., & Gosling, J. (2008). Tensions In Higher Education Leadership: Towards A Multi-Level Model Of Leadership Practice. Higher Education Quarterly, 62(4), 358–376. Https://Doi.Org/10.1111/J.1468-2273.2008.00398.X
Bolden, R., Petrov, G., & Gosling, J. (2009). Distributed Leadership In Higher Education: Rhetoric And Reality. Educational Management Administration And Leadership, 37(2), 257–277. Https://Doi.Org/10.1177/1741143208100301
Chan, W. W., Fitzsimmons-Craft, E. E., Smith, A. C., Firebaugh, M.-L., Fowler, L. A., Depietro, B., Topooco, N., Wilfley, D. E., Taylor, C. B., & Jacobson, N. C. (2022). The Challenges In Designing A Prevention Chatbot For Eating Disorders: Observational Study. JMIR Formative Research, 6(1). Https://Doi.Org/10.2196/28003
Chatterjee, D., Shah, S., & Swaroop, N. (2023). Club Mahindra: Culture As An Enabler Of Future Business Strategy. CASE Journal, 19(5), 746–768. Https://Doi.Org/10.1108/TCJ-08-2021-0120
Chatterjee, S., Chaudhuri, R., Shah, M., & Maheshwari, P. (2022). Big Data Driven Innovation For Sustaining SME Supply Chain Operation In Post COVID-19 Scenario: Moderating Role Of SME Technology Leadership. Computers And Industrial Engineering, 168. Https://Doi.Org/10.1016/J.Cie.2022.108058
Chatterjee, S., Chaudhuri, R., Vrontis, D., & Giovando, G. (2023). Digital Workplace And Organization Performance: Moderating Role Of Digital Leadership Capability. Journal Of Innovation And Knowledge, 8(1). Https://Doi.Org/10.1016/J.Jik.2023.100334
Cortellazzo, L., Bruni, E., & Zampieri, R. (2019). The Role Of Leadership In A Digitalized World: A Review. Frontiers In Psychology, 10(AUG). Https://Doi.Org/10.3389/Fpsyg.2019.01938
Donthu, N., Kumar, S., Pandey, N., & Soni, G. (2021). A Retrospective Overview Of Asia Pacific Journal Of Marketing And Logistics Using A Bibliometric Analysis. Asia Pacific Journal Of Marketing And Logistics, 33(3), 783–806. Https://Doi.Org/10.1108/APJML-04-2020-0216
Dubey, R., Bryde, D. J., Blome, C., Dwivedi, Y. K., Childe, S. J., & Foropon, C. (2024). Alliances And Digital Transformation Are Crucial For Benefiting From Dynamic Supply Chain Capabilities During Times Of Crisis: A Multi-Method Study. International Journal Of Production Economics, 269. Https://Doi.Org/10.1016/J.Ijpe.2024.109166
Fauzi, M. A., Hanafiah, M. H., & Kunjuraman, V. (2024). Tourists’ Intention To Visit Green Hotels: Building On The Theory Of Planned Behaviour And The Value-Belief-Norm Theory. Journal Of Tourism Futures, 10(2), 255–276. Https://Doi.Org/10.1108/JTF-01-2022-0008
Fitzsimons, D., James, K. T., & Denyer, D. (2011). Alternative Approaches For Studying Shared And Distributed Leadership. International Journal Of Management Reviews, 13(3), 313–328. Https://Doi.Org/10.1111/J.1468-2370.2011.00312.X
Gosling, J., Bolden, R., & Petrov, G. (2009). Distributed Leadership In Higher Education: What Does It Accomplish? Leadership, 5(3), 299–310. Https://Doi.Org/10.1177/1742715009337762
Hambley, L. A., O’Neill, T. A., & Kline, T. J. B. (2007). Virtual Team Leadership: The Effects Of Leadership Style And Communication Medium On Team Interaction Styles And Outcomes. Organizational Behavior And Human Decision Processes, 103(1), 1–20. Https://Doi.Org/10.1016/J.Obhdp.2006.09.004
Harris, A., Jones, M., & Ismail, N. (2022). Distributed Leadership: Taking A Retrospective And Contemporary View Of The Evidence Base. School Leadership And Management, 42(5), 438–456. Https://Doi.Org/10.1080/13632434.2022.2109620
Hulpia, H., & Devos, G. (2010). How Distributed Leadership Can Make A Difference In Teachers’ Organizational Commitment? A Qualitative Study. Teaching And Teacher Education, 26(3), 565–575. Https://Doi.Org/10.1016/J.Tate.2009.08.006
Hulpia, H., Devos, G., & Rosseel, Y. (2009). Development And Validation Of Scores On The Distributed Leadership Inventory. Educational And Psychological Measurement, 69(6), 1013–1034. Https://Doi.Org/10.1177/0013164409344490
Hulpia, H., Devos, G., & Van Keer, H. (2011). The Relation Between School Leadership From A Distributed Perspective And Teachers’ Organizational Commitment: Examining The Source Of The Leadership Function. Educational Administration Quarterly, 47(5), 728–771. Https://Doi.Org/10.1177/0013161X11402065
Hulpia, H., Devos, G., & Van Keer, H. (2009). The Influence Of Distributed Leadership On Teachers’ Organizational Commitment: A Multilevel Approach. Journal Of Educational Research, 103(1), 40–52. Https://Doi.Org/10.1080/00220670903231201
Hussein, H., Albadry, O. M., Mathew, V., Al-Romeedy, B. S., Alsetoohy, O., Abou Kamar, M., & Khairy, H. A. (2024). Digital Leadership And Sustainable Competitive Advantage: Leveraging Green Absorptive Capability And Eco-Innovation In Tourism And Hospitality Businesses. Sustainability (Switzerland) , 16(13). Https://Doi.Org/10.3390/Su16135371
Imran, F., Shahzad, K., Butt, A., & Kantola, J. (2021). Digital Transformation Of Industrial Organizations: Toward An Integrated Framework. Journal Of Change Management, 21(4), 451–479. Https://Doi.Org/10.1080/14697017.2021.1929406
Jones, B., Rasha, A., Dyczkowska, J., & Dyczkowski, T. (2023). Sustainable Performance Management In The Eu Sme Sector. A Review And Analysis Of Concepts And Methods Of Strategic Management Accounting. Zeszyty Teoretyczne Rachunkowosci, 47(4), 191–215. Https://Doi.Org/10.5604/01.3001.0054.0890
Jones, S., Lefoe, G., Harvey, M., & Ryland, K. (2012). Distributed Leadership: A Collaborative Framework For Academics, Executives And Professionals In Higher Education. Journal Of Higher Education Policy And Management, 34(1), 67–78. Https://Doi.Org/10.1080/1360080X.2012.642334
Karakose, T., Kocabas, I., Yirci, R., Papadakis, S., Ozdemir, T. Y., & Demirkol, M. (2022). The Development And Evolution Of Digital Leadership: A Bibliometric Mapping Approach-Based Study. Sustainability (Switzerland), 14(23). Https://Doi.Org/10.3390/Su142316171
Karakose, T., Polat, H., & Papadakis, S. (2021). Examining Teachers’ Perspectives On School Principals’ Digital Leadership Roles And Technology Capabilities During The Covid-19 Pandemic. Sustainability (Switzerland), 13(23). Https://Doi.Org/10.3390/Su132313448
Li, J., Brar, A., & Roihan, N. (2021). The Use Of Digital Technology To Enhance Language And Literacy Skills For Indigenous People: A Systematic Literature Review. Computers And Education Open, 2, 100035. Https://Doi.Org/Https://Doi.Org/10.1016/J.Caeo.2021.100035
Li, W., Liu, K., Belitski, M., Ghobadian, A., & O’Regan, N. (2016). E-Leadership Through Strategic Alignment: An Empirical Study Of Small- And Medium-Sized Enterprises In The Digital Age. Journal Of Information Technology, 31(2), 185–206. Https://Doi.Org/10.1057/Jit.2016.10
Lipscombe, K., Tindall-Ford, S., & Lamanna, J. (2023). School Middle Leadership: A Systematic Review. Educational Management Administration And Leadership, 51(2), 270–288. Https://Doi.Org/10.1177/1741143220983328
Marrone, T., Cantone, G. F., Caputo, F., Cantone, L., & Aria, M. (2025). Unpacking Dimensions Of Brand Humanization In The Metaverse Era. Technology In Society, 83. Https://Doi.Org/10.1016/J.Techsoc.2025.103037
Martin, G. P., Currie, G., & Finn, R. (2009). Leadership, Service Reform, And Public-Service Networks: The Case Of Cancer-Genetics Pilots In The English NHS. Journal Of Public Administration Research And Theory, 19(4), 769–794. Https://Doi.Org/10.1093/Jopart/Mun016
Niccum, B. A., Sarker, A., Wolf, S. J., & Trowbridge, M. J. (2017). Innovation And Entrepreneurship Programs In US Medical Education: A Landscape Review And Thematic Analysis. Medical Education Online, 22(1). Https://Doi.Org/10.1080/10872981.2017.1360722
Niu, S., Park, B. I., & Jung, J. S. (2022). The Effects Of Digital Leadership And ESG Management On Organizational Innovation And Sustainability. Sustainability (Switzerland), 14(23). Https://Doi.Org/10.3390/Su142315639
Peterson, N. A., Lowe, J. B., Hughey, J., Reid, R. J., Zimmerman, M. A., & Speer, P. W. (2006). Measuring The Intrapersonal Component Of Psychological Empowerment: Confirmatory Factor Analysis Of The Sociopolitical Control Scale. American Journal Of Community Psychology, 38(3–4), 287–297. Https://Doi.Org/10.1007/S10464-006-9070-3
Raelin, J. (2011). From Leadership-As-Practice To Leaderful Practice. Leadership, 7(2), 195–211. Https://Doi.Org/10.1177/1742715010394808
Rycroft-Malone, J., Burton, C. R., Wilkinson, J., Harvey, G., Mccormack, B., Baker, R., Dopson, S., Graham, I. D., Staniszewska, S., Thompson, C., Ariss, S., Melville-Richards, L., & Williams, L. (2016). Collective Action For Implementation: A Realist Evaluation Of Organisational Collaboration In Healthcare. Implementation Science, 11(1). Https://Doi.Org/10.1186/S13012-016-0380-Z
Salonen, A. (2011). Service Transition Strategies Of Industrial Manufacturers. Industrial Marketing Management, 40(5), 683–690. Https://Doi.Org/10.1016/J.Indmarman.2011.05.005
Sarfraz, M., Ivascu, L., Abdullah, M. I., Ozturk, I., & Tariq, J. (2022). Exploring A Pathway To Sustainable Performance In Manufacturing Firms: The Interplay Between Innovation Capabilities, Green Process And Product Innovations And Digital Leadership. Sustainability (Switzerland), 14(10). Https://Doi.Org/10.3390/Su14105945
Shaikh, F., Afshan, G., Anwar, R. S., Abbas, Z., & Chana, K. A. (2023). Analyzing The Impact Of Artificial Intelligence On Employee Productivity: The Mediating Effect Of Knowledge Sharing And Well-Being. Asia Pacific Journal Of Human Resources, 61(4), 794–820. Https://Doi.Org/10.1111/1744-7941.12385
Shin, J.-H., Park, S.-J., Kim, M.-A., Lee, M.-J., Lim, S.-C., & Cho, K.-W. (2023). Development Of A Digital Twin Pipeline For Interactive Scientific Simulation And Mixed Reality Visualization. IEEE Access, 11, 100907–100918. Https://Doi.Org/10.1109/ACCESS.2023.3314793
Shin, J., Mollah, M. A., & Choi, J. (2023). Sustainability And Organizational Performance In South Korea: The Effect Of Digital Leadership On Digital Culture And Employees’ Digital Capabilities. Sustainability (Switzerland), 15(3). Https://Doi.Org/10.3390/Su15032027
Spillane, J. P., & Healey, K. (2010). Conceptualizing School Leadership And Management From A Distributed Perspective: An Exploration Of Some Study Operations And Measures. Elementary School Journal, 111(2), 253–281. Https://Doi.Org/10.1086/656300
Standing, C., Mingers, J., & Standing, S. (2018). The Use Of Social Media In Supporting The Development Of Open Organizations For Innovation. Systems Research And Behavioral Science, 35(6), 838–855. Https://Doi.Org/10.1002/Sres.2521
Strode, D., Dingsøyr, T., & Lindsjorn, Y. (2022). A Teamwork Effectiveness Model For Agile Software Development. Empirical Software Engineering, 27(2). Https://Doi.Org/10.1007/S10664-021-10115-0
Thorpe, R., Gold, J., & Lawler, J. (2011). Locating Distributed Leadership. International Journal Of Management Reviews, 13(3), 239–250. Https://Doi.Org/10.1111/J.1468-2370.2011.00303.X
Tian, M., Risku, M., & Collin, K. (2016). A Meta-Analysis Of Distributed Leadership From 2002 To 2013: Theory Development, Empirical Evidence And Future Research Focus. Educational Management Administration And Leadership, 44(1), 146–164. Https://Doi.Org/10.1177/1741143214558576
Tigre, F. B., Curado, C., & Henriques, P. L. (2023). Digital Leadership: A Bibliometric Analysis. Journal Of Leadership And Organizational Studies, 30(1), 40–70. Https://Doi.Org/10.1177/15480518221123132
Trottier, T., Van Wart, M., & Wang, X. (2008). Examining The Nature And Significance Of Leadership In Government Organizations. Public Administration Review, 68(2), 319–333. Https://Doi.Org/10.1111/J.1540-6210.2007.00865.X
Van Eck, P. S., Jager, W., & Leeflang, P. S. H. (2011). Opinion Leaders’ Role In Innovation Diffusion: A Simulation Study. Journal Of Product Innovation Management, 28(2), 187–203. Https://Doi.Org/10.1111/J.1540-5885.2011.00791.X
Wang, T., Lin, X., & Sheng, F. (2022). Digital Leadership And Exploratory Innovation: From The Dual Perspectives Of Strategic Orientation And Organizational Culture. Frontiers In Psychology, 13. Https://Doi.Org/10.3389/Fpsyg.2022.902693
Wasono, L. W., & Furinto, A. (2018). The Effect Of Digital Leadership And Innovation Management For Incumbent Telecommunication Company In The Digital Disruptive Era. International Journal Of Engineering And Technology(UAE), 7(2), 125–130. Https://Doi.Org/10.14419/Ijet.V7i2.29.13142
Wu, S., & Trottier, D. (2021). Constructing Sexual Fields: Chinese Gay Men’s Dating Practices Among Pluralized Dating Apps. Social Media And Society, 7(2). Https://Doi.Org/10.1177/20563051211009014
Zhu, J., Zhang, B., Xie, M., & Cao, Q. (2022). Digital Leadership And Employee Creativity: The Role Of Employee Job Crafting And Person-Organization Fit. Frontiers In Psychology, 13. Https://Doi.Org/10.3389/Fpsyg.2022.827057
Zulu, S. L., & Khosrowshahi, F. (2021). A Taxonomy Of Digital Leadership In The Construction Industry. Construction Management And Economics, 39(7), 565–578. Https://Doi.Org/10.1080/01446193.2021.1930080
Copyright (c) 2025 Winalda Adelia, Inggang Perwangsa Nuralam

This work is licensed under a Creative Commons Attribution 4.0 International License.
In submitting the manuscript to the International Journal of Educational Administration, Management, and Leadership (IJEAMaL), the authors certify that:
- They are authorized by their co-authors to enter into these arrangements.
- The work described has not been formally published before, except in the form of an abstract or as part of a published lecture, review, thesis, or overlay journal.
- That it is not under consideration for publication elsewhere,
- The publication has been approved by the author(s) and by responsible authorities – tacitly or explicitly – of the institutes where the work has been carried out.
- They secure the right to reproduce any material that has already been published or copyrighted elsewhere.
- They agree to the following license and copyright agreement.
License and Copyright Agreement
Authors who publish with the International Journal of Educational Administration, Management, and Leadership (IJEAMaL) agree to the following terms:
- Authors retain copyright and grant the International Journal of Educational Administration, Management, and Leadership (IJEAMaL) right of first publication with the work simultaneously licensed under Creative Commons Attribution License (CC BY 4.0) that allows others to share the work with an acknowledgment of the work's authorship and initial publication in this journal.
- Authors can enter into separate, additional contractual arrangements for the non-exclusive distribution of the International Journal of Educational Administration, Management, and Leadership (IJEAMaL) published version of the work (e.g., post it to an institutional repository or edit it in a book), with an acknowledgment of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) before and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work.


.jpg)

.jpg)
.jpg)
.jpg)
.jpg)
.jpg)
