Bibliometric Profile of Research on Digital Health Systems in Healthcare Delivery: A Bibliometric Analysis (2015–2025)
Abstract
Digital health systems are playing an increasingly key role in the transformation of how healthcare is delivered today. However, digital health literature remains highly fragmented and widely dispersed among disciplines, publications, and research themes, which limits the ability to have a clear understanding of the total current knowledge base. The purpose of this study is to develop an understanding of the total body of academic research associated with digital health systems within the healthcare delivery environment. Specifically, this study will identify the general layout of the digital health systems research field, research trends, primary source of outlets for publication, leading authors and their contribution to the field of digital health systems research, conceptual areas of research, and collaborative patterns of research using a bibliometric technique. The publications collected from both Scopus and the Web of Science Core Collection are subjected to pre-defined inclusion criteria, combined to form a unified data set, and cleaned to remove duplicate or incomplete records. The processing, integration and visualization of the data are performed using bibliometrix and Biblioshiny in the RStudio Environment. The international co-authorship rate of 17.53% indicates that collaboration was predominantly domestic, with a comparatively limited level of cross-country collaboration. Most of the research in the field of digital health systems can be found in just a few key journals/directories. The literature is organized around several recurring themes, including digital health, telemedicine, telehealth, mHealth, and related areas. Rather than representing a single homogeneous domain, these themes collectively form a multidimensional research landscape that connects healthcare delivery and technological innovation with service organization and digital transformation.
Keywords
References
- Adegoke, K., Adegoke, A., Dawodu, D., Adekoya, A., Bayowa, A., Kayode, T., & Singh, M. (2025). Interoperability as a Catalyst for Digital Health and Therapeutics: A Scoping Review of Emerging Technologies and Standards (2015–2025). International Journal of Environmental Research and Public Health, 22(10), 1535. https://doi.org/10.3390/ijerph22101535
- Aizaz, M., Khan, F., Ali, B., Ahmad, S., Naseem, K., Mishra, S., & others. (2023). Significance of Digital Health Technologies (DHTs) to manage communicable and non-communicable diseases in Low and Middle-Income Countries (LMICs). Health and Technology, 13(6), 883–892. https://doi.org/10.1007/s12553-023-00792-w
- Akhtar, M. N., Haleem, A., & Javaid, M. (2024). Exploring the advent of Medical 4.0: A bibliometric analysis systematic review and technology adoption insights. Informatics and Health, 1(1), 16–28. https://doi.org/10.1016/j.infoh.2023.10.001
- Aldousari, E., & Kithinji, D. (2024). Artificial intelligence and health information: A bibliometric analysis. Health Informatics Journal. https://doi.org/10.1177/14604582241283969
- Alipanah, N., Jarlsberg, L., Miller, C., Linh, N. N., Falzon, D., Jaramillo, E., & Nahid, P. (2018). Adherence interventions and outcomes of tuberculosis treatment: A systematic review and meta-analysis of trials and observational studies. https://doi.org/10.1371/journal.pmed.1002595
- 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
- Banos, O., Villalonga, C., Garcia, R., Saez, A., Damas, M., Holgado-Terriza, J. A., Lee, S., Pomares, H., & Rojas, I. (2015). Design, implementation and validation of a novel open framework for agile development of mobile health applications. BioMedical Engineering OnLine, 14(2), S6. https://doi.org/10.1186/1475-925X-14-S2-S6
- Bernuzzi, C., Piccardo, M. A., & Guglielmetti, C. (2025). Mapping Research Trends on the Implications of Telemedicine for Healthcare Professionals: A Comprehensive Bibliometric Analysis. Healthcare, 13(10), 1149. https://doi.org/10.3390/healthcare13101149
Details
Primary Language
English
Subjects
Health Services and Systems (Other)
Journal Section
Research Article
Authors
Hakan Işık
*
0000-0002-9907-9315
Türkiye
Elgiz Askeroğlu
0000-0001-5883-5527
Türkiye
Selçuk Takır
0000-0002-9130-9518
Türkiye
Publication Date
October 5, 2026
Submission Date
May 22, 2026
Acceptance Date
September 9, 2026
Published in Issue
Year 2026 Volume: 12