Digital interventions for people living with non-communicable diseases in India: A systematic review of intervention studies and recommendations for future research and development
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Background: A high burden of non-communicable diseases (NCDs) is contributing to high mortality and morbidity in India. Recent advancements in digital health interventions, including mHealth, eHealth, and telemedicine, have facilitated patient-centered care for NCDs. Objective: This systematic review aims to evaluate the current evidence on digital interventions for people living with NCDs in India and the outcomes of those interventions. Methods: We adopted PRISMA guidelines and systematically reviewed articles from MEDLINE, CINAHL, PsycINFO, ERIC, and Scopus databases with following criteria: journal articles presenting digital intervention(s) used by people with at least one of the NCDs, reporting health outcomes following the intervention, studies conducted in India among Indian population. Results: Among 1669 articles retrieved from multiple sources, only 13 articles met our criteria. Most ( n = 7) studies were conducted in southern states of India; eight studies included patients with diabetes, followed by neuropsychiatric disorders and other NCDs. Five studies recruited participants from tertiary hospitals; six interventions used text-messaging for delivering health services, and 10 studies reported randomized controlled trials. All the studies reported positive health outcomes following the intervention, including better self-management, increased patient–provider communication, improved medication adherence, and reduced disease symptoms. Most studies scored moderate to high in quality assessment checklist of Downs and Black. Conclusion: Current evidence suggests a low number of interventions with positive outcomes. Future research should explore avenues of advanced technologies ensuring equitable and sustainable development of digital health interventions for people living with NCDs in India.
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All seven reviews reported a reduction in blood pressure with virtual care.
“all 7 reviews [22, 27, 32, 35, 37, 44, 46] reported reduction in blood pressure.”
From Effect of virtual care in type 2 diabetes management – a systematic umbrella review of systematic reviews and meta-analysis (2025) · cites this paper as [27]
Two reviews reported that virtual care improved medication adherence.
“2 reviews reported that virtual care improved medication adherence [27, 36].”
From Effect of virtual care in type 2 diabetes management – a systematic umbrella review of systematic reviews and meta-analysis (2025) · cites this paper as [27]
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Liberati, A., Altman, D. G., Tetzlaff, J., Mulrow, C., Gøtzsche, P. C., Ioannidis, J. P. A., Clarke, M., Devereaux, P. J., Kleijnen, J., & Moher, D. (2009) · PLoS Medicine · doi:10.1371/journal.pmed.1000100 · Cited by 28,164 · see citing works
Rayyan-a web and mobile app for systematic reviews.
Ouzzani, M., Hammady, H., Fedorowicz, Z., & Elmagarmid, A. (2016) · Systematic Reviews · doi:10.1186/s13643-016-0384-4 · Cited by 26,092 · see citing works
Liberati, A., Altman, D. G., Tetzlaff, J., Mulrow, C., Gotzsche, P. C., Ioannidis, J. P. A., Clarke, M., Devereaux, P. J., Kleijnen, J., & Moher, D. (2009) · BMJ · doi:10.1136/bmj.b2700 · Cited by 17,648 · see citing works
Downs, S. H., & Black, N. (1998) · Journal of Epidemiology and Community Health · doi:10.1136/jech.52.6.377 · Cited by 8,252 · see citing works
Dandona, L., Dandona, R., Kumar, G. A., Shukla, D., Paul, V. K., Balakrishnan, K., Prabhakaran, D., Tandon, N., Salvi, S., Dash, A. P., et al. (2017) · The Lancet · doi:10.1016/s0140-6736(17)32804-0 · Cited by 1,062 · see citing works
Health care and equity in India
Balarajan, Y., Selvaraj, S., & Subramanian, S. V. (2011) · The Lancet · doi:10.1016/s0140-6736(10)61894-6 · Cited by 1,060 · see citing works
Boonstra, A., & Broekhuis, M. (2010) · BMC Health Services Research · doi:10.1186/1472-6963-10-231 · Cited by 851 · see citing works
Prabhakaran, D., Jeemon, P., Sharma, M., Roth, G. A., Johnson, C. O., Harikrishnan, S., Gupta, R., Pandian, J. D., Naik, N., Roy, A., et al. (2018) · The Lancet Global Health · doi:10.1016/s2214-109x(18)30407-8 · Cited by 542 · see citing works
Dhillon, P. K., Mathur, P., Nandakumar, A., Fitzmaurice, C., Kumar, G. A., Mehrotra, R., Shukla, D., Rath, G. K., Gupta, P. C., Swaminathan, R., et al. (2018) · The Lancet Oncology · doi:10.1016/s1470-2045(18)30447-9 · Cited by 504 · see citing works
Mobile technology and the digitization of healthcare
Bhavnani, S. P., Narula, J., & Sengupta, P. P. (2016) · European Heart Journal · doi:10.1093/eurheartj/ehv770 · Cited by 460 · see citing works
The impact of digital technology on psychological treatments and their dissemination
Fairburn, C. G., & Patel, V. (2017) · Behaviour Research and Therapy · doi:10.1016/j.brat.2016.08.012 · Cited by 448 · cited 1× · see citing works
“60 It cannot be assumed that the participants will continue to use the interventions once the study has ended.”
BackgroundSalvi, S., Kumar, G. A., Dhaliwal, R. S., Paulson, K. R., Agrawal, A., Koul, P. A., Mahesh, P. A., Nair, S., Singh, V., Aggarwal, A. N., et al. (2018) · The Lancet Global Health · doi:10.1016/s2214-109x(18)30409-1 · Cited by 386 · see citing works
Life event, stress and illness.
Salleh, M. R. (2008) · Europe PMC (PubMed Central) · Cited by 371 · see citing works
Ramachandran, A., Snehalatha, C., Ram, J., Selvam, S., Simon, M., Nanditha, A., Shetty, A. S., Godsland, I. F., Chaturvedi, N., Majeed, A., et al. (2013) · The Lancet Diabetes & Endocrinology · doi:10.1016/s2213-8587(13)70067-6 · Cited by 330 · see citing works
E-health in low- and middle-income countries: findings from the Center for Health Market Innovations
Lewis, T., Synowiec, C., Lagomarsino, G., & Schweitzer, J. (2012) · Bulletin of the World Health Organization · doi:10.2471/blt.11.099820 · Cited by 319 · see citing works
Lee, J.-A., Choi, M., Lee, S. A., & Jiang, N. (2018) · BMC Medical Informatics and Decision Making · doi:10.1186/s12911-018-0591-0 · Cited by 303 · see citing works
HIPAA and protecting health information in the 21st century
Cohen, I. G., & Mello, M. M. (2018) · JAMA · doi:10.1001/jama.2018.5630 · Cited by 273 · see citing works
Roberts, A., Fisher, A., Smith, L., Heinrich, M., & POTTS, H. W. W. (2017) · Journal of Cancer Survivorship · doi:10.1007/s11764-017-0632-1 · Cited by 270 · see citing works
Multimorbidity and Functional Limitations Among Adults 65 or Older, NHANES 2005–2012
Jindai, K., Nielson, C. M., Vorderstrasse, B. A., & Quiñones, A. R. (2016) · Preventing Chronic Disease · doi:10.5888/pcd13.160174 · Cited by 258 · see citing works
Elements of Trust in Digital Health Systems: Scoping Review
Adjekum, A., Blasimme, A., & Vayena, E. (2018) · Journal of Medical Internet Research · doi:10.2196/11254 · Cited by 231 · see citing works
Jin, K., Khonsari, S., Gallagher, R. D., Gallagher, P., Clark, A. M., Freedman, B., Briffa, T. G., Bauman, A. E., Redfern, J., & Neubeck, L. (2019) · European Journal of Cardiovascular Nursing · doi:10.1177/1474515119826510 · Cited by 231 · see citing works
Deady, M., Choi, I., Calvo, R. A., Glozier, N., Christensen, H., & Harvey, S. B. (2017) · BMC Psychiatry · doi:10.1186/s12888-017-1473-1 · Cited by 222 · see citing works
Big data hurdles in precision medicine and precision public health
Prosperi, M., Min, J. S., Bian, J., & Modave, F. (2018) · BMC Medical Informatics and Decision Making · doi:10.1186/s12911-018-0719-2 · Cited by 200 · see citing works
Pati, S., Agrawal, S., Swain, S., Lee, J. T., Vellakkal, S., Hussain, M. A., & Millett, C. J. (2014) · BMC Health Services Research · doi:10.1186/1472-6963-14-451 · Cited by 197 · see citing works
Chen, J., Mullins, C. D., Novak, P. J., & Thomas, S. B. (2015) · Health Education & Behavior · doi:10.1177/1090198115579415 · Cited by 192 · see citing works
Digital health: meeting the ethical and policy challenges
Vayena, E., Haeusermann, T., Adjekum, A., & Blasimme, A. (2018) · Swiss Medical Weekly · doi:10.4414/smw.2018.14571 · Cited by 189 · see citing works
Kuziemsky, C., Maeder, A. J., John, O., Gogia, S. B., Basu, A., Meher, S., & Ito, M. (2019) · Yearbook of Medical Informatics · doi:10.1055/s-0039-1677897 · Cited by 183 · see citing works
Beyond pilotitis: taking digital health interventions to the national level in China and Uganda
Huang, F., Blaschke, S., & Lucas, H. (2017) · Globalization and Health · doi:10.1186/s12992-017-0275-z · Cited by 182 · cited 1× · see citing works
“…for large-scale and sustainable adoption, 61 incentivizing healthcare providers to encourage digital health interventions complementing conventional care, 62 and development of low-cost and culturally appropriate digital interventions for different NCDs, ensuring optimal compliance among the users.”
BackgroundNon communicable disease risk factors and their trends in India
Nethan, S. T., Sinha, D. N., & Mehrotra, R. (2017) · Europe PMC (PubMed Central) · doi:10.13140/rg.2.2.30170.18880 · Cited by 182 · see citing works
Seiler, A., Klaas, V., Tröster, G., & Fagundes, C. P. (2017) · Psycho-Oncology · doi:10.1002/pon.4489 · Cited by 176 · see citing works
Bloomfield, G. S., Vedanthan, R., Vasudevan, L., Kithei, A., Were, M., & Velazquez, E. J. (2014) · Globalization and Health · doi:10.1186/1744-8603-10-49 · Cited by 154 · see citing works
Long, L.-A., Pariyo, G., & Kallander, K. (2018) · Global Health: Science and Practice · doi:10.9745/ghsp-d-18-00167 · Cited by 148 · see citing works
MASK study group, Bousquet, J. J., Arnavielhe, S., Bedbrook, A., Bewick, M., Laune, D., Mathieu‐Dupas, E., Murray, R., Onorato, G. L., Pépin, J., et al. (2018) · Clinical and Translational Allergy · doi:10.1186/s13601-018-0227-6 · Cited by 143 · see citing works
Ross, J., Stevenson, F. A., Dack, C., Pal, K., May, C. R., Michie, S., Barnard, M., & Murray, E. (2018) · BMC Health Services Research · doi:10.1186/s12913-018-3615-7 · Cited by 142 · see citing works
Pai, A. L. H., & McGrady, M. E. (2014) · Journal of Pediatric Psychology · doi:10.1093/jpepsy/jsu038 · Cited by 139 · see citing works
Larson, J. L., Rosen, A. B., & Wilson, F. A. (2018) · Telemedicine and e-Health · doi:10.1089/tmj.2017.0112 · Cited by 127 · see citing works
Schäfer, A. G. M., Zalpour, C., von Piekartz, H., Hall, T. M., & Paelke, V. (2018) · Journal of Medical Internet Research · doi:10.2196/jmir.9465 · Cited by 117 · see citing works
Kleinman, N. J., Shah, A., Shah, S., Phatak, S., & Viswanathan, V. (2017) · Telemedicine and e-Health · doi:10.1089/tmj.2016.0265 · Cited by 116 · see citing works
mHealth Interventions in Low and Middle-Income Countries: A Systematic Review
Hurt, K., Walker, R. J., Campbell, J. A., & Egede, L. E. (2016) · Global Journal of Health Science · doi:10.5539/gjhs.v8n9p183 · Cited by 113 · see citing works
Boulley, G. E., Leroy, T., Bernetière, C., Paquienséguy, F., Desfriches‐Doria, O., & Préau, M. (2018) · Psycho-Oncology · doi:10.1002/pon.4867 · Cited by 112 · see citing works
Cho, Y.-M., Lee, S., Islam, S. M. S., & Kim, S. (2018) · Telemedicine Journal and e-Health · doi:10.1089/tmj.2017.0249 · Cited by 106 · see citing works
Pati, S., Swain, S., Metsemakers, J. F. M., Knottnerus, J. A., & van den Akker, M. (2017) · PLoS ONE · doi:10.1371/journal.pone.0183966 · Cited by 101 · see citing works
Virtual reality based therapy for post operative rehabilitation of children with cerebral palsy
Sharan, D., Ajeesh, P. S., Rameshkumar, R., Mathankumar, M., Paulina, R. J., & Manjula, M. (2012) · WORK: A Journal of Prevention, Assessment & Rehabilitation · doi:10.3233/wor-2012-0667-3612 · Cited by 101 · see citing works
Sustainable Adoption of Digital Health Innovations: Perspectives From a Stakeholder Workshop
van Velthoven, M. H., & Cordón, C. (2018) · Journal of Medical Internet Research · doi:10.2196/11922 · Cited by 97 · see citing works
Bassi, A., John, O., Praveen, D., Maulik, P. K., Panda, R., & Jha, V. (2018) · JMIR mhealth and uhealth · doi:10.2196/11440 · Cited by 87 · see citing works
Krishnan, A., Ekowati, R., Nongkynrih, B., Kusumawardani, N., Suhardi, Kapoor, S., & Leowski, J. (2010) · Health Promotion International · doi:10.1093/heapro/daq067 · Cited by 78 · see citing works
Kesavadev, J., Shankar, A., Pillai, P. B., Krishnan, G., & Jothydev, S. (2012) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2012.0088 · Cited by 74 · see citing works
Whiteman, K. L., Naslund, J. A., DiNapoli, E. A., BRUCE, M. L., & Bartels, S. J. (2016) · Psychiatric Services · doi:10.1176/appi.ps.201500521 · Cited by 73 · see citing works
Alwashmi, M. F., Hawboldt, J., Davis, E., Marra, C. A., Gamble, J., & Abu-Ashour, W. (2016) · JMIR mhealth and uhealth · doi:10.2196/mhealth.5921 · Cited by 73 · see citing works
Strengthening Delivery of Health Services Using Digital Devices
Orton, M., Agarwal, S., Muhoza, P., Vasudevan, L., & Vu, A. (2018) · Global Health Science and Practice · doi:10.9745/ghsp-d-18-00229 · Cited by 69 · see citing works
Self-management of non-communicable diseases in low- and middle-income countries: A scoping review
Hearn, J., Ssinabulya, I., Schwartz, J. I., Akiteng, A. R., Ross, H. J., & Cafazzo, J. A. (2019) · PLoS ONE · doi:10.1371/journal.pone.0219141 · Cited by 63 · see citing works
Temporal trends and characteristics of reportable health data breaches, 2010-2017
McCoy, T. H., & Perlis, R. H. (2018) · JAMA · doi:10.1001/jama.2018.9222 · Cited by 62 · see citing works
Shen, Y., Wang, F., Zhang, X., Zhu, X., Sun, Q., Fisher, E., & Sun, X. (2018) · Journal of Medical Internet Research · doi:10.2196/jmir.9133 · Cited by 54 · see citing works
Saleh, S. S., Farah, A., Arnaout, N. E., Dimassi, H. I., Morr, C. E., Muntaner, C., Ammar, W., Hamadeh, R. S., & Alameddine, M. S. (2018) · Journal of Public Health · doi:10.1093/pubmed/fdy172 · Cited by 54 · see citing works
Eggerth, A., Hayn, D., & Schreier, G. (2019) · British Journal of Clinical Pharmacology · doi:10.1111/bcp.14045 · Cited by 54 · see citing works
Prinja, S., Bahuguna, P., Gupta, A., Nimesh, R., Gupta, M., & Thakur, J. S. (2018) · Cost Effectiveness and Resource Allocation · doi:10.1186/s12962-018-0110-2 · Cited by 54 · see citing works
Artificial intelligence applications in the telecommunications industry
Qi, J., Wu, F., Li, L., & Shu, H. (2007) · Expert Systems · doi:10.1111/j.1468-0394.2007.00433.x · Cited by 52 · see citing works
Addressing the escalating burden of chronic diseases in India: Need for strengthening primary care
Sinha, R., & Pati, S. (2017) · Journal of Family Medicine and Primary Care · doi:10.4103/jfmpc.jfmpc_1_17 · Cited by 49 · see citing works
Budnik, L. T., Ádám, B., Albin, M. C., Banelli, B., Baur, X., Belpoggi, F., Bolognesi, C., Bröberg, K., Gustavsson, P., Göen, T., et al. (2018) · Journal of Occupational Medicine and Toxicology · doi:10.1186/s12995-018-0186-9 · Cited by 49 · see citing works
Feroz, A., Kadir, M. M., & Saleem, S. (2018) · Global Health Action · doi:10.1080/16549716.2018.1496887 · Cited by 49 · see citing works
Menon, V., Selvakumar, N., Kattimani, S., & Andrade, C. (2018) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2018.07.013 · Cited by 39 · see citing works
Goruntla, N., Mallela, V., & Nayakanti, D. (2019) · Journal of Pharmacy And Bioallied Sciences · doi:10.4103/jpbs.jpbs_211_18 · Cited by 38 · see citing works
Healthcare agenda for the Indian government
Golechha, M. (2015) · The Indian Journal of Medical Research · doi:10.4103/0971-5916.155541 · Cited by 36 · see citing works
Kaur, R., Kajal, K., Kaur, A., & Singh, P. (2015) · North American Journal of Medical Sciences · doi:10.4103/1947-2714.157483 · Cited by 35 · see citing works
Self-citationRising Health Expenditure Due to Non-Communicable Diseases in India: An Outlook
Barik, D., & Perianayagam, A. (2016) · Frontiers in Public Health · doi:10.3389/fpubh.2016.00268 · Cited by 35 · see citing works
Majumdar, A. (2015) · JOURNAL OF CLINICAL AND DIAGNOSTIC RESEARCH · doi:10.7860/jcdr/2015/11555.5573 · Cited by 35 · see citing works
Melchiorre, M. G., Lamura, G., & Barbabella, F. (2018) · PLoS ONE · doi:10.1371/journal.pone.0207292 · Cited by 35 · see citing works
Mehrotra, S., Sudhir, P. M., Rao, G. N., Thirthalli, J., & Srikanth, T. K. (2018) · Behavioral Sciences · doi:10.3390/bs8040036 · Cited by 33 · see citing works
Khan, A. I., Gill, A., Cott, C. A., Hans, P. K., & Gray, C. S. (2018) · JMIR mhealth and uhealth · doi:10.2196/mhealth.8593 · Cited by 33 · see citing works
Efficacy of telemedicine for thrombolytic therapy in acute ischemic stroke: a meta-analysis
Zhai, Y., Zhu, W., Hou, H., Sun, D., & Zhao, J. (2015) · Journal of Telemedicine and Telecare · doi:10.1177/1357633x15571357 · Cited by 28 · see citing works
Patnaik, L., Joshi, A., & Sahu, T. (2015) · International Journal of Preventive Medicine · doi:10.4103/2008-7802.156267 · Cited by 21 · see citing works
Singh, G., Manjunatha, N., Rao, S., Shashidhara, H. N., Moirangthem, S., Madegowda, R. K., Bhaskarapillai, B., & Varghese, M. (2017) · Indian Journal of Psychological Medicine · doi:10.4103/0253-7176.207325 · Cited by 21 · see citing works
Kumar, D., Raina, S., Sharma, S., Raina, S., & Bhardwaj, A. (2018) · Indian Journal of Public Health · doi:10.4103/ijph.ijph_199_17 · Cited by 14 · see citing works
Gagnon, M., Ndiaye, M. A., Larouche, A., Chabot, G., Chabot, C., Buyl, R., Fortin, J., Giguere, A. M. C., LeBlanc, A., Légaré, F., et al. (2019) · BMJ Open · doi:10.1136/bmjopen-2018-028554 · Cited by 14 · see citing works
Jha, S., Dogra, S., Yadav, A., Siddiqui, S., Panda, M., Srivastava, K., Raghuvanshi, L., Kaur, S., Bhargava, A., Mathur, R., et al. (2016) · International Journal of Diabetes in Developing Countries · doi:10.1007/s13410-016-0501-x · Cited by 12 · see citing works
Effect of an IT-supported home-based exercise programme on metabolic syndrome in India
Radhakrishnan, J., Swaminathan, N., Pereira, N. M., Henderson, K. J., & Brodie, D. A. (2014) · Journal of Telemedicine and Telecare · doi:10.1177/1357633x14536354 · Cited by 10 · see citing works
Flagged first, then by citations
Research works printed but not linked: 2
- [36]Hendren C. RefWorks. J Med Libr Assoc 2004; 92(1): 111– 113.
- [78]Government of India. Report of the National Consultative Workshop on Clinical Establishments Act. 2014, http://www.searo.who.int/india/publications/national_stakeholder_consultation_1.pdf (accessed 30 July 2019).
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Self-citationHossain, M. M. (2020) · F1000Research · doi:10.12688/f1000research.23690.1 · Cited by 158 · see citing works
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Tasnim, S., Rahman, M., Pawar, P., Chi, X., Yu, Q., Zou, L., Sultana, A., McKyer, E. L. J., Ma, P., & Hossain, M. M. (2020) · medRxiv · doi:10.1101/2020.10.08.20209148 · Cited by 52 · see citing works
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Harris, B., Ajisola, M. M., Alam, R., Watkins, J. A., Arvanitis, T. N., Bakibinga, P., Chipwaza, B., Choudhury, N. N., Fayhun, O., Kibe, P., et al. (2021) · Digital Health · doi:10.1177/20552076211033425 · Cited by 45 · see citing works
Kosowicz, L., Tran, K., Toàn, T. K., Dang, T. H., Pham, V. A., Hue, T. T. K., Duong, H. T. B., Nguyen, T. D., Phuong, A. T., Le, T. H., et al. (2023) · Journal of Medical Internet Research · doi:10.2196/43224 · Cited by 38 · see citing works
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Self-citationDURASec: Durable Security Blueprints for Web-Applications Empowering Digital India Initiative
Ansari, M. T. J., Agrawal, A., & Khan, R. A. (2018) · ICST Transactions on Scalable Information Systems · doi:10.4108/eai.13-1-2022.172816 · Cited by 23 · see citing works
Ravi, S., Meyerowitz-Katz, G., Yung, C., Ayre, J., McCaffery, K., Maberly, G., & Bonner, C. (2025) · BMC Health Services Research · doi:10.1186/s12913-025-12496-0 · Cited by 19 · see citing works
“A total of 12 reviews analysed and reported a positive tendency on behavioural outcomes, whilst 2 reviews reported that virtual care improved medication adherence [27, 36].”
InfluentialBaatiema, L., Sanuade, O. A., Allen, L. N., Abimbola, S., Hategeka, C., Koram, K. A., & Kruk, M. E. (2023) · Journal of Global Health · doi:10.7189/iogh.13.06006 · Cited by 18 · see citing works
Gudi, N., Yadav, U. N., John, O., & Webster, R. (2023) · BMJ Innovations · doi:10.1136/bmjinnov-2020-000620 · Cited by 17 · see citing works
Bhattacharya, S., Sharma, N., Hoedebecke, K. L., Hossain, M., Gökdemir, Ö., & Singh, A. (2020) · Journal of Education and Health Promotion · doi:10.4103/jehp.jehp_215_20 · Cited by 11 · see citing works
Self-citationAlzahrani, H. A., Alotaibi, N., Alshahrani, A., Alkhathami, K. M., Alshehri, Y. S., Alzhrani, M., Alshehri, F. H., Almeheyawi, R. N., Aljulaymi, I. S., Alsufiany, M. B., et al. (2023) · Healthcare · doi:10.3390/healthcare11233057 · Cited by 9 · see citing works
Li, Z., Li, D., & Li, Z. (2025) · Digital Health · doi:10.1177/20552076251374114 · Cited by 9 · see citing works
Hossain, M. M., Rahman, M., Trisha, N. F., Tasnim, S., Nuzhath, T., Hasan, N. T., Clark, H., Das, A., McKyer, E. L. J., Ahmed, H. U., et al. (2020) · doi:10.31234/osf.io/q4k5b · Cited by 9 · see citing works
Self-citationBhattacharya, S., Singh, A., & Kashyap, A. (2025) · Frontiers in Digital Health · doi:10.3389/fdgth.2025.1528711 · Cited by 8 · see citing works
Self-citationA Meta-Analysis of eHealth Interventions on Ischaemic Heart Disease Health Outcomes
Kamaruddin, P. S. N. M., Nawi, A. M., Manaf, M. R. A., Yaman, M. N., & Malek, A. M. A. (2023) · Global Heart · doi:10.5334/gh.1173 · Cited by 8 · see citing works
Alanezi, F. (2021) · Journal of Multidisciplinary Healthcare · doi:10.2147/jmdh.s287321 · Cited by 8 · see citing works
The Potential of mHealth as a Game Changer for the Management of Sickle Cell Disease in India
Kumar, R., & Das, A. (2021) · JMIR mhealth and uhealth · doi:10.2196/25496 · Cited by 7 · see citing works
Digital Health Divide in South Asia: Ethical Concerns, Challenges, and RecommendationsPreprint
Hossain, M. M., Weng, W., Bhattacharya, S., Mazumder, H., & Faizah, F. (2020) · doi:10.31235/osf.io/qxecj · Cited by 6 · see citing works
Self-citationNational digital health blueprint of India: A need for implementation research
Bhattacharya, S., & Hossain, M. (2020) · Journal of Applied Sciences and Clinical Practice · doi:10.4103/jascp.jascp_5_20 · Cited by 5 · see citing works
Self-citationApplications of digital technology in dental public health: A narrative review
Yavagal, P. C., Umbranikar, M., & Sulthana, D. S. G. (2021) · International Journal of Applied Dental Sciences · doi:10.22271/oral.2021.v7.i4c.1366 · Cited by 4 · see citing works
Verma, A., Behera, A., Islam, K. M., & Joshi, A. (2023) · National Journal of Community Medicine · doi:10.55489/njcm.140720232982 · Cited by 3 · see citing works
Joshi, A., Kaur, M., Arora, S., Bhatt, A., Sharma, P., Kaur, H., Kumar, K., Arora, M., Malhotra, B., & Anshuman, A. (2021) · mHealth · doi:10.21037/mhealth-20-110 · Cited by 3 · see citing works
Skema Alokasi Biaya Promosi Kesehatan untuk Mengendalikan DM di Kabupaten Sleman: Studi Kasus
Kusumo, M. P., & Yani, W. M. (2021) · Jurnal Kesehatan Vokasional · doi:10.22146/jkesvo.67670 · Cited by 3 · see citing works
Knowledge of hypertension and its therapy in lay people
Simatupang, A., Sitompul, F., Kurniaty, L., Djojosaputro, M., Lumbantobing, R., & Silaban, H. (2022) · Indonesian Journal of Pharmacology and Therapy · doi:10.22146/ijpther.4468 · Cited by 2 · see citing works
Mental Health and Wellbeing of Rohingya Refugees: A Scoping Review
Das, J., Prima, M. M., Rimu, F. H., Hossain, P., Das, T., Nesa, F., Rahman, F., Islam, A. M. K., Mazumder, H., Tasnim, S., et al. (2026) · Journal of Racial and Ethnic Health Disparities · doi:10.1007/s40615-026-02982-4 · Cited by 2 · see citing works
Self-citationThe contribution of community-based programmes to health
Pardoel, Z. (2024) · doi:10.33612/diss.925136990 · Cited by 1 · see citing works
Strengthening Community Program toward Healthy Ageing: What are the Potential Interventions?
Rahayu, E. M., Adi, N. P., & Khoe, L. C. (2021) · Amerta Nutrition · doi:10.20473/amnt.v4i1sp.2020.5-9
Psychosocial challenges in palliative care: Bridging the gaps using digital healthPreprint
Sultana, A., Tasnim, S., Sharma, R., Pawar, P. P., Bhattacharya, S., & Hossain, M. M. (2020) · doi:10.31235/osf.io/23hdp
Self-citationSaraswat, A., & Prasad, M. S. D. (2022) · Asian Pacific Journal of Health Sciences · doi:10.21276/apjhs.2022.9.3.11
An Asian perspective on digital health for diabetes
Hartz, L., & Waki, K. (2022) · Elsevier eBooks · doi:10.1016/b978-0-323-90557-2.00010-8
Kesavadev, J., Ehrmann, D., Sandra, B., Katja, W., Vishal, G., & Roetschke, J. (2024) · International Journal of Diabetes and Technology · doi:10.4103/ijdt.ijdt_21_24
DIGITAL INNOVATIONS IN PUBLIC HEALTH DENTISTRY - AN INDIAN OUTLOOK
Sankar, A., Kalaivani, S., Rajeswary., K., & Ravisankar., B. (2025) · PARIPEX-INDIAN JOURNAL OF RESEARCH · doi:10.36106/paripex/5807265
DIGITAL MARKETING STRATEGIES FOR INDIAN PHARMACEUTICAL COMPANIES - A REVIEW OF CURRENT PRACTICES
Pradhan, A. A., & Dhanawade, P. S. S. (2024) · ShodhKosh Journal of Visual and Performing Arts · doi:10.29121/shodhkosh.v5.i6.2024.5232
Bhawra, J., Ibrahim, S. T., Patel, J., Khadilkar, A. V., & Katapally, T. R. (2025) · medRxiv · doi:10.1101/2025.05.25.25328322
Sharma, D., Gupta, N., & Prinja, S. (2025) · Indian Journal of Gastroenterology · doi:10.1007/s12664-025-01858-5
Gupta, M., Nim, D. K., & Shukla, J. (2025) · International Journal of Pharmaceutical Sciences Review and Research · doi:10.47583/ijpsrr.2025.v85i9.008
Pardoel, Z., Reijneveld, S. A., Lensink, R., Widyaningsih, V., Probandari, A., Stein, C., Hoang, G. N., Koot, J. A. R., Fenenga, C., Postma, M., et al. (2021) · Figshare · doi:10.6084/m9.figshare.16862743
Pardoel, Z., Reijneveld, S. A., Lensink, R., Widyaningsih, V., Probandari, A., Stein, C., Hoang, G. N., Koot, J. A. R., Fenenga, C., Postma, M., et al. (2021) · Figshare · doi:10.6084/m9.figshare.16862746
Pardoel, Z., Reijneveld, S. A., Lensink, R., Widyaningsih, V., Probandari, A., Stein, C., Hoang, G. N., Koot, J. A. R., Fenenga, C., Postma, M., et al. (2021) · Figshare · doi:10.6084/m9.figshare.16862749
Use of Risk Communication in Prevention and Management of Noncommunicable Diseases in India
Singhal, K., & Bhaskar, S. (2026) · Current Medical Issues · doi:10.4103/cmi.cmi_144_25
Time to Act: Addressing India's Head and Neck Cancer Screening Crisis
Gupta, S., Budhiraja, M., & Budhiraja, M. (2026) · Indian Journal of Medical and Paediatric Oncology · doi:10.1055/s-0046-1817159
Tungapindi, T., Pillai, S., Sharma, P. V., Vasudevan, H., Palaniswamy, H. P., Rajanbabu, K., Manchaiah, V. K. C., Beukes, E. W., & Andersson, G. (2026) · Indian Journal of Otolaryngology and Head & Neck Surgery · doi:10.1007/s12070-026-06591-9
Head and neck cancer screening: Bridging gaps in early detection and equity
Budhiraja, M., Gupta, S., & Budhiraja, M. (2026) · Asian Journal of Oncology · doi:10.25259/asjo_72_2025
Alves, L. D. S., Silva, S. L. F. D. C., & de Oliveira, S. B. (2026) · Reciis · doi:10.29397/reciis.v20.3739
Telemedicine and mobile health interventions for nutrition management in India: a scoping review
Berega, A. E., & Richa, S. (2026) · International Journal of Community Medicine and Public Health · doi:10.18203/2394-6040.ijcmph20264145
- Authors
- Hossain, M. M., Tasnim, S., Sharma, R., Sultana, A., Shaik, A. F., Faizah, F., Kaur, R., Uppuluri, M., Sribhashyam, M., & Bhattacharya, S.
- Affiliations
- Texas A&M University (US)
- INCLEN Trust International (IN)
- Gazi Medical College, Mojid Sarani, Sonadanga, Khulna, Bangladesh
- United Nations Population Fund (US)
- Himalayan Institute of Medical Sciences, Uttarakhand, India
- Corresponding author
- Hossain, Md Mahbub
- Venue
- DIGITAL HEALTH
- Publisher
- SAGE Publications
- Published
- 2019-01
- Volume
- 5
- Pages
- 2055207619896153-2055207619896153
- ISSN
- 2055-2076 (ISSN-L)
- PMC
- PMC6920343
- OpenAlex
- W2996392748
- Cited by
- 57
- References
- 76
- Citations by year
- 2026: 6 · 2025: 5 · 2024: 5 · 2023: 9 · 2022: 5 · 2021: 16 · 2020: 10 · 2018: 1
- FWCI
- 1.42
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Digital Health (publishedVersion, cc-by-nc)
- Europe PMC (PubMed Central) (publishedVersion, cc-by-nc)
- PubMed Central (publishedVersion, cc-by-nc)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Topics
- Health Sciences › Health Professions › General Health Professions › Mobile Health and mHealth Applications
- Social Sciences › Psychology › Applied Psychology › Digital Mental Health Interventions
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Telemedicine and Telehealth Implementation
- Keywords
- non-communicable diseases, digital health interventions, mobile health, e-health, telemedicine, diabetes mellitus, neuropsychiatric disorders, text messaging, self-management, medication adherence, patient-provider communication, India
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