Effectiveness of Digital Health Interventions on Clinical and Behavioral Outcomes in Hypertension Patients: A Systematic Review
DOI:
https://doi.org/10.70716/mohr.v4i2.530Keywords:
blood pressure control, mobile health, telemedicine, medication adherence, quality of lifeAbstract
Hypertension is a major risk factor for cardiovascular disease, yet blood pressure control remains suboptimal, especially in low- and middle-income countries. Digital health interventions (DHI) have been implemented to support hypertension management, although their effectiveness varies. This systematic review evaluated the effects of DHI on clinical and behavioral outcomes in adults with hypertension and identified the most effective type of intervention. Randomized controlled trials (RCTs) published between 2015 and 2025 were searched in PubMed, Scopus, and Google Scholar. Study selection followed the PRISMA guideline, and methodological quality was assessed using the Joanna Briggs Institute (JBI) tool. Fifteen RCTs met the inclusion criteria. Mobile-based interventions were the most frequently studied (8/15; 53.3%) and showed the most consistent benefits, including improved blood pressure control (80%), reductions in systolic (85.7%) and diastolic blood pressure (62.5%), and improvements in medication adherence (100%), self-care behavior (75%), and quality of life (100%). Telephone-based interventions (3/15; 20%) improved target blood pressure attainment and patient satisfaction, whereas web-based interventions (4/15; 26.7%) were generally less effective unless combined with telemedicine or clinical support. Overall, mobile-based DHI demonstrated the most consistent improvements in hypertension outcomes.
Downloads
References
Aplikasi Digital Pillbox Reminder Terhadap Kepatuhan Minum Obat Pasien Hipertensi RSUD Dr. H. Moch. Ansari Saleh Banjarmasin. Journal of Pharmascience, 3(1), 75–82. https://ppjp.ulm.ac.id/journal/index.php/pharmascience/article/view/5837
Ali, S. H. M., Osman Mohamed, A. A., Osman, H. M. M., Abdelrahman Ibrahim, M. E., Hassan Mukhtar, M. A., Ahmed Mohamed, F. H., & Alhajri, A. H. M. (2024). The Role of Telemedicine in Improving Hypertension Management Outcomes: A Systematic Review. Cureus, 16(11). https://doi.org/10.7759/cureus.74090
Alzahrani, S. A., Bin Muammar, M. F., Bin Muammar, A. F., Alolah, A., & Almutawa, M. (2022). The Adoption and Acceptance of mHealth Interventions for Self-Management of Hypertension Among Adult Patients: A Systematic Review. Cureus, 14(11). https://doi.org/10.7759/cureus.31584
Arshed, M., Mahmud, A., Minhat, H. S., Lim, P. Y., & Zakar, R. (2024). Effectiveness of a Multifaceted Mobile Health Intervention (Multi-Aid-Package) in Medication Adherence and Treatment Outcomes Among Patients With Hypertension in a Low- to Middle-Income Country: Randomized Controlled Trial. JMIR MHealth and UHealth, 12, e50248. https://doi.org/10.2196/50248
Bandeira, A. C. N., de Melo, P. U. G., Johann, E. B., Ritti-Dias, R. M., Rech, C. R., & Gerage, A. M. (2024). Effect of m-Health-Based Interventions on Blood Pressure: An Updated Systematic Review with Meta-Analysis. Telemedicine Journal and E-Health : The Official Journal of the American Telemedicine Association, 30(9), 2402–2418. https://doi.org/10.1089/TMJ.2023.0545
Boima, V., Doku, A., Agyekum, F., Tuglo, L. S., & Agyemang, C. (2024). Effectiveness of digital health interventions on blood pressure control, lifestyle behaviours and adherence to medication in patients with hypertension in low-income and middle-income countries: a systematic review and meta-analysis of randomised controlled trials. EClinicalMedicine, 69, 102432. https://doi.org/10.1016/j.eclinm.2024.102432
Cao, W., Milks, M. W., Liu, X., Gregory, M. E., Addison, D., Zhang, P., & Li, L. (2022). mHealth Interventions for Self-management of Hypertension: Framework and Systematic Review on Engagement, Interactivity, and Tailoring. JMIR MHealth and UHealth, 10(3), 1–18. https://doi.org/10.2196/29415
Gong, K., Yan, Y. L., Li, Y., Du, J., Wang, J., Han, Y., Zou, Y., Zou, X. Y., Huang, H., She, Q., & Roever, L. (2020). Mobile health applications for the management of primary hypertension: A multicenter, randomized, controlled trial. Medicine (United States), 99(16), E19715. https://doi.org/10.1097/MD.0000000000019715
Hayavi-Haghighi, M. H., Gharibzade, A., Choobin, N., & Ansarifard, H. (2024). Applications and outcomes of implementing telemedicine for hypertension management in the COVID-19 pandemic: A systematic review. PLoS ONE, 19(8 August). https://doi.org/10.1371/journal.pone.0306347
Hermansson-Borrebaeck, R., Fors, A., Bengtsson, U., Kjellgren, K., Calling, S., & Midlöv, P. (2025). Self-Efficacy in Hypertension Management Using e-Health Technology: A Randomized Controlled Trial in Primary Care. Journal of Clinical Hypertension, 27(1). https://doi.org/10.1111/jch.14981
Jahan, Y., Rahman, M. M., Faruque, A. S. G., Chisti, M. J., Kazawa, K., Matsuyama, R., & Moriyama, M. (2020). Awareness development and usage of mobile health technology among individuals with hypertension in a rural community of Bangladesh: Randomized controlled trial. Journal of Medical Internet Research, 22(12), 1–15. https://doi.org/10.2196/19137
Katz, M. E., Mszar, R., Grimshaw, A. A., Gunderson, C. G., Onuma, O. K., Lu, Y., & Spatz, E. S. (2024). Digital Health Interventions for Hypertension Management in US Populations Experiencing Health Disparities: A Systematic Review and Meta-Analysis. JAMA Network Open, 7(2), e2356070–e2356070. https://doi.org/10.1001/JAMANETWORKOPEN.2023.56070
Kemenkes RI. (2023). Survei Kesehatan Indonesia. In Kementerian Kesehatan RI.
Lisón, J. F., Palomar, G., Mensorio, M. S., Banos, R. M., Cebolla-Martí, A., Botella, C. M., Benavent-Caballer, V., & Rodilla-Sala, E. (2020). Impact of a Web-Based Exercise and Nutritional Education Intervention in Patients Who Are Obese with Hypertension: Randomized Wait-List Controlled Trial. Journal of Medical Internet Research, 22(4). https://doi.org/10.2196/14196
Liu, F., Song, T., Yu, P., Deng, N., Guan, Y., Yang, Y., & Ma, Y. (2023). Efficacy of an mHealth App to Support Patients’ Self-Management of Hypertension: Randomized Controlled Trial. Journal of Medical Internet Research, 25(1). https://doi.org/10.2196/43809
Liu, Y., Qin, Y., Chen, Q., Wang, Z., Jia, A., Liu, M., Ji, N., Zhang, Z., Shao, R., & Bai, Y. (2025). Effectiveness of mobile health interventions on physical activity management in adults with hypertension: A systematic review and meta-analysis. International Journal of Nursing Studies, 172, 105225. https://doi.org/10.1016/j.ijnurstu.2025.105225
Margolis, K. L., Bergdall, A. R., Crain, A. L., Jaka, M. M., Anderson, J. P., Solberg, L. I., Sperl-Hillen, J. A., Beran, M. S., Green, B. B., Haugen, P., Norton, C. K., Kodet, A. J., Sharma, R., Appana, D., Trower, N. K., Pawloski, P. A., Rehrauer, D. J., Simmons, M. L., McKinney, Z. J., … O’Connor, P. J. (2022). Comparing Pharmacist-Led Telehealth Care and Clinic-Based Care for Uncontrolled High Blood Pressure: The Hyperlink 3 Pragmatic Cluster-Randomized Trial. Hypertension (Dallas, Tex. : 1979), 79(12), 2708–2720. https://doi.org/10.1161/HYPERTENSIONAHA.122.19816
Margolis, K. L., Dehmer, S. P., Sperl-Hillen, J. A., O’Connor, P. J., Asche, S. E., Bergdall, A. R., Green, B. B., Nyboer, R. A., Pawloski, P. A., Trower, N. K., & MacIosek, M. V. (2020). Cardiovascular Events and Costs With Home Blood Pressure Telemonitoring and Pharmacist Management for Uncontrolled Hypertension. Hypertension, 76(4), 1097–1103. https://doi.org/10.1161/HYPERTENSIONAHA.120.15492
Mura, T. A., Hilmi, I. L., & Salman, S. (2023). Evaluasi Tingkat Kepatuhan Konsumsi Obat pada Pasien Hipertensi Rawat Jalan di Rumah Sakit Dewi Sri Karawang Menggunakan Metode MMAS-8. Journal of Pharmascience, 10(1), 93–101. https://doi.org/10.20527/jps.v10i1.14075
Mutmainah, N., & Rahmawati, M. (2010). Hubungan antara Kepatuhan Penggunaan Obat dan Keberhasilan Terapi pada Pasien Hipertensi di Rumah Sakit Daerah Surakarta Tahun 2010. Pharmacon : Jurnal Farmasi Indonesia, 11(2), 4.
Múzquiz-Barberá, P., Ruiz-Cortés, M., Herrero, R., Vara, M. D., Escrivá-Martínez, T., Banos, R. M., Rodilla-Sala, E., & Lisón, J. F. (2023). “Own doctor” presence in a web-based lifestyle intervention for adults with obesity and hypertension: A randomized controlled trial. Frontiers in Public Health, 11. https://doi.org/10.3389/fpubh.2023.1115711
Nishizaki, Y., Kuroki, H., Ishii, S., Ohtsu, S., Watanabe, C., Nishizawa, H., Nagao, M., Nojima, M., Watanabe, R., Sato, D., Sato, K., Kawata, Y., Wada, H., Toyoda, G., & Ohbayashi, K. (2023). Determining Optimal Intervals for In-Person Visits During Video-Based Telemedicine Among Patients With Hypertension: Cluster Randomized Controlled Trial. JMIR Cardio, 7, e45230. https://doi.org/10.2196/45230
Omboni, S., McManus, R. J., Bosworth, H. B., Chappell, L. C., Green, B. B., Kario, K., Logan, A. G., Magid, D. J., McKinstry, B., Margolis, K. L., Parati, G., & Wakefield, B. J. (2020). Evidence and Recommendations on the Use of Telemedicine for the Management of Arterial Hypertension: An International Expert Position Paper. Hypertension, 76(5), 1368–1383. https://doi.org/10.1161/HYPERTENSIONAHA.120.15873
Prendergast, H., Kitsiou, S., Petzel Gimbar, R., Freels, S., Sanders, A., Daviglus, M., Kotini-Shah, P., Carter, B., Del Rios, M., Heinert, S., & Khosla, S. (2025). Emergency Department-Based Education and mHealth Empowerment Intervention for Hypertension: The TOUCHED Randomized Clinical Trial. JAMA Cardiology. https://doi.org/10.1001/jamacardio.2025.0675
Sabiti, F. B., Fatiha, C. N., Timur, W. W., & Dewi, P. A. (2023). Pengaruh Konseling Apoteker Terhadap Kepatuhan Obat dan Nilai Tekanan Darah pada Pasien Hipertensi The Effect of Pharmacist Counseling on Medication Adherence and Blood Pressure Values in Hypertensive Patients. Pharmacon : Jurnal Farmasi Indonesia, 20(2), 151–154. http://journals.ums.ac.id/index.php/pharmacon
Tufanaru, C., Munn, Z., Aromataris, E., Campbell, J., & Hopp, L. (2020). Chapter 3: Systematic reviews of effectiveness. In E. Aromataris & Z. Munn (Eds.), JBI Manual for Evidence Synthesis. JBI.
Wang, Y., Guo, F., Wang, J., Li, Z., Tan, W., Xie, M., Yang, X., Duan, S., Song, L., Cheng, S., Liu, Z., Liu, H., Qiao, J., Wang, Y., Zhou, L., Zhou, X., Jiang, H., & Yu, L. (2023). Efficacy of a WeChat-Based Multimodal Digital Transformation Management Model in New-Onset Mild to Moderate Hypertension: Randomized Clinical Trial. Journal of Medical Internet Research, 25(1). https://doi.org/10.2196/52464
WHO. (2019). WHO guideline: recommendations on digital interventions for health system strengthening: evidence and recommendations. World Health Organization.
WHO. (2023). Hypertension Indonesia 2023 Country Profile. In World Health Organization.
WHO. (2025a). Global Strategy on Digital Health 2020-2027. World Health Organization, 1–60. https://doi.org/10.1007/s13312-020-1789-7
WHO. (2025b). Hypertension. World Health Organization. https://www.who.int/news-room/fact-sheets/detail/hypertension
Widyastuti, C. S., Dinarti, L. K., Aulawi, K., & Lazuardi, L. (2025). Effectiveness of mHealth on self-care profile and blood pressure among patients with hypertension in Indonesia: A single-blind randomized controlled trial. Belitung Nursing Journal, 11(3), 294–304. https://doi.org/10.33546/bnj.3760
Xiong, S., Lu, H., Peoples, N., Duman, E. K., Najarro, A., Ni, Z., Gong, E., Yin, R., Ostbye, T., Palileo-Villanueva, L. M., Doma, R., Kafle, S., Tian, M., & Yan, L. L. (2023). Digital health interventions for non-communicable disease management in primary health care in low-and middle-income countries. NPJ Digital Medicine, 6(1), 12. https://doi.org/10.1038/S41746-023-00764-4
Yang, Y., Xu, H., Chang, W., Li, C., & Cao, P. (2024). Effectiveness and compliance of telemedicine on blood pressure management in poststroke patients: a systematic review and meta-analysis of randomised controlled trials. BMJ Open, 14(12). https://doi.org/10.1136/BMJOPEN-2023-083461
Yatabe, J., Yatabe, M. S., Okada, R., & Ichihara, A. (2021). Efficacy of Telemedicine in Hypertension Care through Home Blood Pressure Monitoring and Video Conferencing: Paradigm of Antihypertensive Therapy Along with Telemedicine Randomized (POATRAND) Trial Report. JMIR Cardio, 5(2). https://pubmed.ncbi.nlm.nih.gov/34321194/
Yulianti, T., Widayanti, A. W., Kristina, S. A., & Yasin, N. M. (2025). Theory-based Interventions to Improve Medication Adherence Among Patients With Hypertension in Primary Healthcare and the Community: A Systematic Review. Journal of Preventive Medicine & Public Health, 348. https://doi.org/10.3961/jpmph.24.651
Yuting, Z., Xiaodong, T., & Qun, W. (2023). Effectiveness of a mHealth intervention on hypertension control in a low-resource rural setting: A randomized clinical trial. Frontiers in Public Health, 11. https://doi.org/10.3389/fpubh.2023.1049396
Zhou, H., Wang, X., Yang, Y., Chen, Z., Zhang, L., Zheng, C., Shao, L., Tian, Y., Cao, X., Hu, Z., Tian, Y., Chen, L., Cai, J., Gu, R., & Wang, Z. (2022). Effect of a Multicomponent Intervention Delivered on a Web-Based Platform on Hypertension Control: A Cluster Randomized Clinical Trial. JAMA Network Open, 5(12), E2245439. https://doi.org/10.1001/jamanetworkopen.2022.45439
Zhou, Y., Li, S., Huang, R., Ma, H., & Wang, A. (2024). Behavior Change Techniques Used in Self-Management Interventions Based on mHealth Apps for Adults With Hypertension : Systematic Review and Meta-Analysis of Randomized Controlled Trials. Journal of Medical Internet Research, 26, 1–2. https://doi.org/10.2196/54978
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2026 Truly Anggraini, Hidayah Karuniawati, Syed Azhar Syed Sulaiman

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.








