Jumriyanti Nasaru
Universitas Muhammadiyah Gorontalo

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The Impact Of Telemedicine On Global Non-Communicable Disease Management: A Bibliometric And Visualized Analysis: The Impact Of Telemedicine On Global Non-Communicable Disease Management: A Bibliometric And Visualized Analysis Jumriyanti Nasaru
Jurnal Promosi Kesehatan Poltekkes Bengkulu Vol 6 No 1 (2026): Media Edukasi Promosi
Publisher : Poltekkes Kemenkes Bengkulu

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33088/jurnalpromkesbengkulu.v6i1.1335

Abstract

  Background : The global burden of non-communicable diseases (NCDs) continues to escalate, driving the expansion of telemedicine utilization as a transformative and geographically unrestricted healthcare service modality. Objective : This study aimed to comprehensively map the intellectual structure, dominant thematic clusters, and developmental trajectories of global research on telemedicine in NCD management during the period 2022–2025. Methods: An integrative mixed-method approach was employed, combining bibliometric analysis using VOSviewer and Biblioshiny with a Systematic Literature Review (SLR) based on the PRISMA 2020 guidelines. Ten selected articles retrieved from the Scopus and Web of Science databases were included in the analysis. Results: Publication trends demonstrated significant acceleration, with peak scientific productivity recorded in 2024. Five dominant thematic clusters were identified, including: (1) Type 2 Diabetes Mellitus management, (2) cardiorespiratory NCDs, (3) telehealth in primary healthcare services, (4) patient and healthcare provider perspectives, and (5) digital health interventions in low- and middle-income countries (LMICs). Meta-analytic evidence consistently confirmed the effectiveness of telemedicine in reducing HbA1c levels, decreasing hospital readmission rates, and improving the functional capacity of patients with NCDs. Conclusion: Telemedicine has been empirically established as a fundamental component of global NCD management. However, adoption disparities in developing countries and the limited evidence regarding long-term effectiveness remain key priorities for future research agendas.
Mapping artificial intelligence applications relevant to lifestyle medicine promotion: a focused bibliometric analysis and` future research agenda (2020-2026) Jumriyanti Nasaru
Jurnal Cakrawala Promkes Vol. 8 No. 2 (2026): August
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.12928/jcp.v8i2.16407

Abstract

Non-communicable diseases are a growing global health challenge, underscoring the need for effective and personalized approaches to lifestyle modification. This study mapped the development of research on artificial intelligence (AI) applications relevant to promoting lifestyle medicine from 2020 to 2026, including collaboration patterns, major themes, and emerging research directions. A two-phase design was used. First, records from Scopus and Web of Science were examined through bibliometric analysis using VOSviewer and Biblioshiny. Second, a systematic qualitative synthesis was conducted in accordance with the PRISMA 2020 guidelines. The search identified 309 records, of which 15 studies met the eligibility criteria. The findings indicate an emerging body of research focusing on AI, machine learning, personalized nutrition, recommender systems, and wearable technologies. The thematic focus has shifted towards more personalized and data-driven approaches, although some of the included studies were only indirectly related to the promotion of lifestyle medicine. Important gaps include the limited number of longitudinal studies and unresolved concerns regarding data governance, equitable access, and the applicability of AI-supported interventions across diverse populations. These findings provide a focused research agenda for technology developers, researchers, and public health professionals working on AI-supported prevention and lifestyle interventions.