The impact of telehealth remote patient monitoring on glycemic control in type 2 diabetes: a systematic review and meta-analysis of systematic reviews of randomised controlled trials
Open accessAbstract
BACKGROUND: There is a growing body of evidence to support the use of telehealth in monitoring HbA1c levels in people living with type 2 diabetes. However, the overall magnitude of effect is yet unclear due to variable results reported in existing systematic reviews. The objective of this study is to conduct a systematic review and meta-analysis of systematic reviews of randomised controlled trials to create an evidence-base for the effectiveness of telehealth interventions on glycemic control in adults with type 2 diabetes. METHODS: Electronic databases including The Cochrane Library, MEDLINE, EMBASE, HMIC, and PsychINFO were searched to identify relevant systematic reviews published between 1990 and April 2016, supplemented by references search from the relevant reviews. Two independent reviewers selected and reviewed the eligible studies. Of the 3279 references retrieved, 4 systematic reviews reporting in total 29 unique studies relevant to our review were included. Both conventional pairwise meta-analyses and network meta-analyses were performed. RESULTS: Evidence from pooling four systematic reviews found that telehealth interventions produced a small but significant improvement in HbA1c levels compared with usual care (MD: -0.55, 95% CI: -0.73 to - 0.36). The greatest effect was seen in telephone-delivered interventions, followed by Internet blood glucose monitoring system interventions and lastly interventions involving automatic transmission of SMBG using a mobile phone or a telehealth unit. CONCLUSION: Current evidence suggests that telehealth is effective in controlling HbA1c levels in people living with type 2 diabetes. However there is need for better quality primary studies as well as systematic reviews of RCTs in order to confidently conclude on the impact of telehealth on glycemic control in type 2 diabetes.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
This is consistent with previous research on telehealth remote monitoring using Self-Monitoring of Blood Glucose transmission devices.
“This is consistent with previous research on telehealth remote monitoring using Self-Monitoring of Blood Glucose (SMBG) transmission devices [52, 53].”
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 [52]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Methodology in conducting a systematic review of systematic reviews of healthcare interventions
Smith, V., Devane, D., Begley, C. M., & Clarke, M. (2011) · BMC Medical Research Methodology · doi:10.1186/1471-2288-11-15 · Cited by 1,227 · see citing works
Hex, N., Bartlett, C., Wright, D., Taylor, M., & Varley, D. (2012) · Diabetic Medicine · doi:10.1111/j.1464-5491.2012.03698.x · Cited by 819 · see citing works
Network meta‐analysis, electrical networks and graph theory
Rücker, G. (2012) · Research Synthesis Methods · doi:10.1002/jrsm.1058 · Cited by 730 · see citing works
A brief history of research synthesis
Chalmers, I., Hedges, L. V., & Cooper, H. (2002) · Evaluation & the Health Professions · doi:10.1177/0163278702025001003 · Cited by 552 · see citing works
Liang, X., Wang, Q., Yang, X., Cao, J., Chen, J., Mo, X., Huang, J., Wang, L., & Gu, D. (2011) · Diabetic Medicine · doi:10.1111/j.1464-5491.2010.03180.x · Cited by 515 · see citing works
Evaluation of exposure-specific risks from two independent samples: A simulation study
Reichmann, W. M., GAGNON, D. R., Horsburgh, C. R., & Losina, E. (2011) · BMC Medical Research Methodology · doi:10.1186/1471-2288-11-1 · Cited by 310 · see citing works
Zhai, Y.-K., Zhu, W.-J., Cai, Y.-L., Sun, D.-X., & Zhao, J. (2014) · Medicine · doi:10.1097/md.0000000000000312 · Cited by 221 · see citing works
Ramadas, A., Quek, K. F., Chan, C. K. Y., & Oldenburg, B. (2011) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2011.02.002 · Cited by 180 · see citing works
Baron, J., McBain, H., & Newman, S. (2012) · Journal of Diabetes Science and Technology · doi:10.1177/193229681200600524 · Cited by 123 · see citing works
Greenwood, D. A., Young, H. M., & Quinn, C. C. (2014) · Journal of Diabetes Science and Technology · doi:10.1177/1932296813519311 · Cited by 96 · see citing works
The origins, evolution, and future of The Cochrane Database of Systematic Reviews
Starr, M., Chalmers, I., Clarke, M. J., & Oxman, A. D. (2009) · International Journal of Technology Assessment in Health Care · doi:10.1017/s026646230909062x · Cited by 93 · see citing works
Health Technologies for Monitoring and Managing Diabetes: A Systematic Review
Russell-Minda, E., Jutai, J., Speechley, M., Bradley, K., Chudyk, A., & Petrella, R. (2009) · Journal of Diabetes Science and Technology · doi:10.1177/193229680900300628 · Cited by 92 · see citing works
Huang, Z., Tao, H., Meng, Q., & Jing, L. (2015) · European Journal of Endocrinology · doi:10.1530/eje-14-0441 · Cited by 81 · see citing works
Diabetes Management Using Modern Information and Communication Technologies and New Care Models
Spanakis, E. G., Chiarugi, F., Kouroubali, A., Spat, S., Beck, P., Asanin, S., Rosengren, P., Gergely, T., & Thestrup, J. (2012) · Interactive Journal of Medical Research · doi:10.2196/ijmr.2193 · Cited by 51 · see citing works
The Karlsburg Diabetes Management System: Translation from Research to eHealth Application
Salzsieder, E., & Augstein, P. (2011) · Journal of Diabetes Science and Technology · doi:10.1177/193229681100500103 · Cited by 30 · see citing works
Internet Blood Glucose Monitoring Systems Provide Lasting Glycemic Benefit in Type 1 and 2 Diabetes
Tildesley, H. D., Po, M. D., & Ross, S. A. (2014) · Medical Clinics of North America · doi:10.1016/j.mcna.2014.08.019 · Cited by 17 · see citing works
Steventon, A., Billings, J., Dixon, J., & Bardsley, M. (2012) · International Journal of Integrated Care · doi:10.5334/ijic.955 · Cited by 4 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
A framework for digital health equity
Richardson, S., Lawrence, K., Schoenthaler, A. M., & Mann, D. (2022) · npj Digital Medicine · doi:10.1038/s41746-022-00663-0 · Cited by 607 · see citing works
Shaw, S. E., Seuren, L. M., Wherton, J. P., Cameron, D., A’Court, C., Vijayaraghavan, S., Morris, J. H., Bhattacharya, S., & Greenhalgh, T. (2020) · Journal of Medical Internet Research · doi:10.2196/18378 · Cited by 163 · see citing works
Remote Patient Monitoring Program for Hospital Discharged COVID-19 Patients
Gordon, W. J., Henderson, D., DeSharone, A., Fisher, H. N., Judge, J., Levine, D. M., MacLean, L., Sousa, D., Su, M. Y., & Boxer, R. (2020) · Applied Clinical Informatics · doi:10.1055/s-0040-1721039 · Cited by 127 · see citing works
Marthick, M., McGregor, D., Alison, J. A., Cheema, B. S., Dhillon, H. M., & Shaw, T. J. (2021) · Journal of Medical Internet Research · doi:10.2196/24722 · Cited by 118 · see citing works
Telemedicine-Assisted Self-Management Program for Type 2 Diabetes Patients
von Storch, K., Graaf, E. T.-D., Wunderlich, M., Rietz, C., Polidori, M. C., & Woopen, C. (2019) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2019.0056 · Cited by 101 · see citing works
Emerging Technologies for Next Generation Remote Health Care and Assisted Living
Ahmad, I., Asghar, Z., Kumar, T., Li, G., Manzoor, A., Mikhaylov, K., Shah, S. A., Höyhtyä, M., Reponen, J., Huusko, J., et al. (2022) · IEEE Access · doi:10.1109/access.2022.3177278 · Cited by 101 · see citing works
AlShorman, O., Alshorman, B., Al-khassaweneh, M., & Alkahtani, F. (2020) · Indonesian Journal of Electrical Engineering and Computer Science · doi:10.11591/ijeecs.v20.i1.pp414-422 · Cited by 84 · see citing works
Efficacy of telemedicine on glycaemic control in patients with type 2 diabetes: A meta-analysis
De Groot, J., Wu, D., Flynn, D., Robertson, D., Grant, G., & Sun, J. (2021) · World Journal of Diabetes · doi:10.4239/wjd.v12.i2.170 · Cited by 77 · see citing works
Crowley, M. J., Tarkington, P. E., Bosworth, H. B., Jeffreys, A. S., Coffman, C. J., Maciejewski, M. L., Steinhauser, K., Smith, V. A., Dar, M. S., Fredrickson, S. K., et al. (2022) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2022.2947 · Cited by 75 · see citing works
Anderson, A., O’Connell, S. S., Thomas, C., & Chimmanamada, R. (2022) · Journal of Racial and Ethnic Health Disparities · doi:10.1007/s40615-021-01174-6 · Cited by 70 · see citing works
“One meta-analysis of four systematic reviews found telehealth interventions produce a significant improvement in diabetes control, with the greatest effect for telephone-delivered interventions and internet-based blood glucose monitoring programs [19].”
BackgroundLiang, H. Y., Lin, L. H., Chang, C. Y., Wu, F. M., & Yu, S. (2021) · Journal of Nursing Scholarship · doi:10.1111/jnu.12622 · Cited by 70 · see citing works
Andrès, E., Meyer, L., Zulfiqar, A., Hajjam, M., Talha, S., Bahougne, T., Ervé, S., Hajjam, J., Doucet, J., Jeandidier, N., et al. (2019) · Journal of Medicine and Life · doi:10.25122/jml-2019-0006 · Cited by 58 · see citing works
Telehealth Strategies for the Delivery of Maternal Health Care
Cantor, A. G., Jungbauer, R. M., Totten, A. M., Tilden, E. L., Holmes, R. S., Ahmed, A. Y., Wagner, J., Hermesch, A. C., & McDonagh, M. S. (2022) · Annals of Internal Medicine · doi:10.25302/rr2.2022.7 · Cited by 63 · see citing works
Subramanian, L., Kirk, R., Cuttitta, T., Bryant, N., Fox, K., McCall, M., Perry, E. E., Swartz, J., Restovic, Y., Jeter, A., et al. (2019) · Kidney Medicine · doi:10.1016/j.xkme.2019.07.014 · Cited by 54 · see citing works
Implications of the COVID-19 Pandemic for Cardiovascular Disease and Risk-Factor Management
Lau, D., & McAlister, F. A. (2020) · Canadian Journal of Cardiology · doi:10.1016/j.cjca.2020.11.001 · Cited by 54 · see citing works
Amante, D. J., Harlan, D. M., Lemon, S. C., McManus, D. D., Olaitan, O. O., Pagoto, S. L., Gerber, B. S., & Thompson, M. J. (2021) · JMIR Diabetes · doi:10.2196/25574 · Cited by 44 · see citing works
Zhang, A., Wang, J., Wan, X., Zhang, Z., Zhao, S., Guo, Z., & Wang, C. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19074173 · Cited by 50 · see citing works
Robson, N., & Hosseinzadeh, H. (2021) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph182212171 · Cited by 55 · see citing works
de Kreutzenberg, S. V. (2022) · High Blood Pressure & Cardiovascular Prevention · doi:10.1007/s40292-022-00524-7 · Cited by 48 · see citing works
Omboni, S., Campolo, L., & Panzeri, E. (2020) · Expert Review of Medical Devices · doi:10.1080/17434440.2020.1782734 · Cited by 45 · see citing works
The Impact of Telemedicine on Quality of Care for Patients with Diabetes After March 2020
Quinton, J. K., Ong, M. K., Sarkisian, C. A., Casillas, A., Vangala, S., Kakani, P., & Han, M. A. (2022) · Journal of General Internal Medicine · doi:10.1007/s11606-021-07367-3 · Cited by 45 · see citing works
Hayes, C. J., Dawson, L., McCoy, H., Hernandez, M., Andersen, J., Ali, M. M., Bogulski, C. A., & Eswaran, H. (2023) · Telemedicine and e-Health · doi:10.1089/tmj.2022.0111 · Cited by 41 · see citing works
Digital Health: Unlocking Value in a Post-Pandemic World
D’Anza, B., & Pronovost, P. J. (2021) · Population Health Management · doi:10.1089/pop.2021.0031 · Cited by 47 · see citing works
Eberle, C., & Stichling, S. (2021) · Journal of Medical Internet Research · doi:10.2196/23252 · Cited by 38 · see citing works
Ramallo‐Fariña, Y., Bello, M. Á. G., García‐Pérez, L., Boronat, M., Wägner, A. M., Rodríguez‐Rodríguez, L., de Pablos-Velasco, P. L., de Segura, I. L. G., González‐Pacheco, H., Carmona, M., et al. (2020) · JMIR mhealth and uhealth · doi:10.2196/18922 · Cited by 39 · see citing works
Stegbauer, C., Falivena, C., Moreno, A., Hentschel, A., Rosenmöller, M., Heise, T., Szécsényi, J., & Schliess, F. (2020) · BMC Health Services Research · doi:10.1186/s12913-020-05897-w · Cited by 38 · see citing works
Castelyn, G., Laranjo, L., Schreier, G., & Gallego, B. (2021) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2021.104620 · Cited by 38 · see citing works
Blioumpa, C., Karanasiou, E., Antoniou, V., Baťalík, L., Kalatzis, K., Lanaras, L., & Pepera, G. (2023) · European Journal of Physical and Rehabilitation Medicine · doi:10.23736/s1973-9087.23.07855-3 · Cited by 35 · see citing works
Golinelli, D., Pecoraro, V., Tedesco, D., Negro, A., Berti, E., Camerlingo, M. D., Alberghini, L., Lippi Bruni, M., Rolli, M., & Grilli, R. (2025) · BMC Health Services Research · doi:10.1186/s12913-025-12690-0 · Cited by 30 · see citing works
Davis, S. P., Ross, M., Adatorwovor, R., & Wei, H. (2020) · Research in Nursing & Health · doi:10.1002/nur.22091 · Cited by 28 · see citing works
Michaud, T. L., Ern, J., Scoggins, D., & Su, D. (2021) · Telemedicine and e-Health · doi:10.1089/tmj.2019.0319 · Cited by 28 · see citing works
Telehealth Trials to Address Health Equity in Stroke Survivors
Sharrief, A. Z., Guzik, A. K., Jones, E., Okpala, M. N., Love, M. F., Ranasinghe, T., & Bushnell, C. (2023) · Stroke · doi:10.1161/strokeaha.122.039566 · Cited by 26 · see citing works
Kalyani, R. R., Allende-Vigo, M. Z., Antinori-Lent, K. J., Close, K. L., Das, S. R., Deroze, P., Edelman, S. V., El Sayed, N. A., Kerr, D., Neumiller, J. J., et al. (2024) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/clinem/dgad745 · Cited by 25 · see citing works
Turnin, M.-C., Gourdy, P., Martini, J., Buisson, J.-C., Chauchard, M.-C., Delaunay, J., Schirr-Bonnans, S., Taoui, S., Poncet, M.-F., Cosma, V., et al. (2021) · Diabetes Therapy · doi:10.1007/s13300-021-01095-x · Cited by 20 · see citing works
Drovandi, A., Wong, S., Seng, L., Crowley, B. J., Alahakoon, C., Banwait, J., Fernando, M., & Golledge, J. (2021) · Journal of Diabetes Science and Technology · doi:10.1177/19322968211012456 · Cited by 21 · see citing works
Ruyobeza, B., Grobbelaar, S. S. S., & Botha, A. (2022) · Systematic Reviews · doi:10.1186/s13643-022-02033-z · Cited by 22 · see citing works
Kim, K. K., McGrath, S., Solorza, J. L., & Lindeman, D. A. (2023) · Applied Clinical Informatics · doi:10.1055/a-2096-0326 · Cited by 22 · see citing works
Kompala, T., Wong, J. C., & Neinstein, A. B. (2022) · Journal of Diabetes Science and Technology · doi:10.1177/19322968221088267 · Cited by 21 · 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
“This is consistent with previous research on telehealth remote monitoring using Self-Monitoring of Blood Glucose (SMBG) transmission devices [52, 53].”
Primary Care Clinic Nurse Activities with a Telehealth Monitoring System
Howland, C., Despins, L. A., Sindt, J., Wakefield, B., & Mehr, D. (2020) · Western Journal of Nursing Research · doi:10.1177/0193945920923082 · Cited by 19 · see citing works
Michaud, T. L., Hill, J. L., Estabrooks, P. A., & Su, D. (2021) · Journal of Telemedicine and Telecare · doi:10.1177/1357633x20985393 · Cited by 18 · see citing works
Bracchiglione, J., Meza, N., Pérez-Carrasco, I., Vergara‐Merino, L., Eva Madrid, A., Urrútia, G., & Bonfill, X. (2023) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2023.05.006 · Cited by 19 · see citing works
Han, C.-Y., Zhang, J., Ye, X.-M., Lu, J.-P., Jin, H.-Y., Xu, W.-W., Wang, P., & Zhang, M. (2023) · BMC Medical Informatics and Decision Making · doi:10.1186/s12911-023-02283-4 · Cited by 19 · see citing works
Seng, J. J. B., Gwee, M. F. R., Yong, M. H. A., Yu, H.-K., Thumboo, J., & Low, L. (2023) · Journal of Medical Internet Research · doi:10.2196/46988 · Cited by 16 · see citing works
Could Online Education Replace Face-to-Face Education in Diabetes? A Systematic Review
Alonso-Carril, N., Rodriguez-Rodríguez, S., Quirós, C., Berrocal, B., Amor, A. J., Barahona, M. J., Martínez, D., Ferré, C., & Perea, V. (2024) · Diabetes Therapy · doi:10.1007/s13300-024-01595-6 · Cited by 19 · see citing works
Xiao, Y., Wang, Z., Zhang, L., Xie, N., Chen, F., Song, Z., & Zhao, S. (2025) · Journal of Medical Internet Research · doi:10.2196/66441 · Cited by 21 · see citing works
Hao, X., Qin, Y., Lv, M., Zhao, X., Wu, S., & Li, K. (2023) · International Journal of Mental Health Nursing · doi:10.1111/inm.13126 · Cited by 16 · see citing works
Tay, W. L. W., Quek, R. Y. C., Kaur, B., Lim, J., & Henry, C. J. (2022) · JMIR Public Health and Surveillance · doi:10.2196/33478 · Cited by 16 · see citing works
Telemedicine in cystic fibrosis
Desimone, M. E., Sherwood, J. S., Soltman, S., & Moran, A. (2021) · Journal of Clinical & Translational Endocrinology · doi:10.1016/j.jcte.2021.100270 · Cited by 14 · see citing works
Review of Systematic Reviews in the Field of Telemedicine
Goharinejad, S., Hajesmaeel-Gohari, S., Jannati, N., Goharinejad, S., & Bahaadinbeigy, K. (2021) · Medical Journal of The Islamic Republic of Iran · doi:10.47176/mjiri.35.184 · Cited by 18 · see citing works
Telehealth for the Management of Diabetes in Pregnancy
Zork, N. M. (2022) · Current Diabetes Reports · doi:10.1007/s11892-022-01476-x · Cited by 14 · see citing works
Gürçay, B., Yılmaz, F. T., & Bilgin, A. (2023) · Telemedicine Journal and e-Health · doi:10.1089/tmj.2023.0088 · Cited by 14 · see citing works
Mounié, M., Costa, N., Gourdy, P., Latorre, C., Schirr-Bonnans, S., Lagarrigue, J.-M., Roussel, H., Martini, J., Buisson, J., Chauchard, M.-C., et al. (2022) · Diabetes Therapy · doi:10.1007/s13300-022-01207-1 · Cited by 13 · see citing works
Fisher, L., Glasgow, R. E., & Huebschmann, A. G. (2020) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2020.0383 · Cited by 10 · see citing works
Connected health: in the right place at the right time
Omboni, S. (2021) · Connected Health · doi:10.20517/ch.2021.01 · Cited by 12 · see citing works
Freckmann, G., & Mende, J. (2018) · Journal of Laboratory Medicine · doi:10.1515/labmed-2018-0119 · Cited by 12 · see citing works
Alenazi, H., Jamal, A. A., & Batais, M. A. (2020) · JMIR mhealth and uhealth · doi:10.2196/17083 · Cited by 12 · see citing works
Remote Patient Monitoring for COVID-19: A Retrospective Study on Health Care Utilization
Thompson, J. A., Hersch, D., Miner, M. H., Melnik, T. E., & Adam, P. (2023) · Telemedicine Journal and e-Health · doi:10.1089/tmj.2022.0299 · Cited by 11 · see citing works
Sharp, L. K., Biggers, A., Perez, R., Henkins, J., Tilton, J., & Gerber, B. S. (2021) · JMIR Research Protocols · doi:10.2196/17170 · Cited by 11 · see citing works
Putrik, P., Jessup, R. L., Buchbinder, R., Glasziou, P., Karnon, J. D., & O’Connor, D. A. (2021) · Australian Health Review · doi:10.1071/ah20160 · Cited by 11 · see citing works
Potential effects of virtual interventions for menopause management: a systematic review
Zou, P., D'Souza, D. M., Luo, Y., Sun, W., Zhang, H., & Yang, Y. (2022) · Menopause The Journal of The North American Menopause Society · doi:10.1097/gme.0000000000002020 · Cited by 11 · see citing works
The role of technology in the care of diabetes mellitus in pregnancy: an expert review
Thayer, S. M., Williams, K. J., & Lawlor, M. L. (2023) · AJOG Global Reports · doi:10.1016/j.xagr.2023.100245 · Cited by 12 · see citing works
Harris, S., Paynter, K., Guinn, M., Fox, J., Moore, N. H., Maddox, T. M., & Lyons, P. G. (2024) · BMC Health Services Research · doi:10.1186/s12913-023-10496-6 · Cited by 10 · see citing works
Home Telemonitoring of Patients With Type 2 Diabetes: A Meta-Analysis and Systematic Review
Zhu, X., Williams, M. S., Finuf, K. D., Patel, V. H., Sinvani, L., Wolf‐Klein, G. P., Marziliano, A. M., Nouryan, C. N., Makaryus, A. N., Zeltser, R., et al. (2022) · Diabetes Spectrum · doi:10.2337/ds21-0023 · Cited by 13 · see citing works
Telehealth Technologies and Their Benefits to People With Diabetes
Usoh, C. O., Kilen, K., Keyes, C., Johnson, C. P., & Aloi, J. (2022) · Diabetes Spectrum · doi:10.2337/dsi21-0017 · Cited by 10 · see citing works
Vilendrer, S. M., Lessios, A. S., Artandi, M. K., Barman, L., Cannon, K., Garvert, D. W., Halket, D., Holdsworth, L. M., Singer, S. J., Vaughan, L., et al. (2022) · BMC Family Practice · doi:10.1186/s12875-022-01734-7 · Cited by 11 · see citing works
Koh, Z. W. J., Sim, S. Z., Lew, J. K., Lee, S., & Lee, E. S. (2023) · BMJ Open · doi:10.1136/bmjopen-2022-063094 · Cited by 10 · see citing works
e-Health Interventions for Community-Dwelling Type 2 Diabetes: A Scoping Review
Seo, H., Kim, S. Y., Sheen, S. S., & Cha, Y.-J. (2020) · Telemedicine Journal and e-Health · doi:10.1089/tmj.2019.0263 · Cited by 10 · see citing works
Laur, C. V., Agarwal, P., Thai, K., Kishimoto, V., Kelly, S., Liang, K., Bhatia, R. S., Bhattacharyya, O. K., Martin, D., & Mukerji, G. (2022) · JMIR Human Factors · doi:10.2196/35091 · Cited by 10 · see citing works
Pregnancy Monitoring Mobile Application User Experience Assessment
Wicahyono, G., Setyanto, A., Raharjo, S., & Munandar, A. (2019) · International Conference on Information and Communications Technology (ICOIACT) · doi:10.1109/icoiact46704.2019.8938446 · Cited by 9 · see citing works
Cai, J., Xu, H., Jiang, S., Sung, J., Sawhney, R., Broadley, S., & Sun, J. (2023) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2023.110727 · Cited by 8 · see citing works
Remote Patient Monitoring—Will More Data Lead to More Health?
Navathe, A. S., Crowley, A. P., & Liao, J. M. (2022) · JAMA Internal Medicine · doi:10.1001/jamainternmed.2022.3040 · Cited by 8 · see citing works
Pregnancy Mapping and Monitoring Web Based Geographic’s Information System
Munandar, A., Setyanto, A., Raharjo, S., & Wicahyono, G. (2019) · International Conference on Information Technology, Information Systems and Electrical Engineering (ICITISEE) · doi:10.1109/icitisee48480.2019.9003916 · Cited by 8 · see citing works
Kaveh, M. H., Faradonbeh, M. R., & Kaveh, S. (2024) · Journal of Telemedicine and Telecare · doi:10.1177/1357633x211052222 · Cited by 12 · see citing works
Kirkland, E. B., Dericke, D., Bays, C., Wallinger, C., McElligott, J. T., Slaughter, S. C., & Moran, W. P. (2023) · Journal of Public Health Management and Practice · doi:10.1097/phh.0000000000001593 · Cited by 7 · see citing works
Telenursing as an Effective Ally for Improving Patient Outcomes in Diabetes? An Umbrella Review
Monaco, M. L., Profeta, A., & Corrao, S. (2025) · Nursing Open · doi:10.1002/nop2.70265 · Cited by 10 · see citing works
Oh, S. M., Nair, S., Casler, A., Nguyen, D., Forero, J. P., Joco, C., Kubert, J., Esses, D., Adams, D. B., Jariwala, S. P., et al. (2022) · The American Journal of Emergency Medicine · doi:10.1016/j.ajem.2022.02.035 · Cited by 7 · see citing works
Diabetes virtual clinics: technology‐enabled care services ( TECS ) – the new norm?
Begg, A. G. (2020) · Practical Diabetes · doi:10.1002/pdi.2299 · Cited by 7 · see citing works
McDiarmid, S., Harvie, M., Johnson, R., Vyas, A., Aglan, A., Moran, J., Ruane, H., Hulme, A., Sellers, K., & Issa, B. G. (2021) · JMIR Research Protocols · doi:10.2196/21116 · Cited by 7 · see citing works
Hood, K. K., Bergenstal, R. M., Cushman, T., Gal, R. L., Raghinaru, D., Kruger, D. F., Johnson, M. L., MCARTHUR, T. S., Bradshaw, A., Olson, B. A., et al. (2024) · Telemedicine Journal and e-Health · doi:10.1089/tmj.2024.0093 · Cited by 7 · see citing works
Virtual Access to Subspecialty Care
Mackwood, M., Nagpal, A., Yuen, J., & Cancino, R. S. (2022) · Primary Care Clinics in Office Practice · doi:10.1016/j.pop.2022.05.001 · Cited by 6 · see citing works
Badowski, M. E., Bente, J. A., Davis, E. M., Isaacs, D. M., Lewis, L., Martello, J. L., Pitlick, M. K., Almodóvar, A. S., Stadler, S. L., Burke, E. S., et al. (2021) · JACCP JOURNAL OF THE AMERICAN COLLEGE OF CLINICAL PHARMACY · doi:10.1002/jac5.1490 · Cited by 7 · see citing works
Type 1 Diabetes and Pregnancy: Challenges in Glycemic Control and Maternal–Fetal Outcomes
Apata, T., Samuel, D., Valle, L., & Crimmins, S. D. (2024) · Seminars in Reproductive Medicine · doi:10.1055/s-0044-1791704 · Cited by 5 · see citing works
Hernández-Jiménez, S. C., García-Ulloa, A. C., Alcántara-Garcés, M. T., Urbina-Arronte, L. E., Lara-Sánchez, C., Velázquez-Jurado, H., & for the Group of Study CAIPaDi (2021) · Therapeutic Advances in Endocrinology and Metabolism · doi:10.1177/20420188211059882 · Cited by 5 · see citing works
Moreira, A. M., Marobin, R., Escott, G. M., Rados, D. R. V., & Silveiro, S. P. (2022) · Journal of Telemedicine and Telecare · doi:10.1177/1357633x221102257 · Cited by 5 · see citing works
Holbrook, A. M., Vidug, K., Yoo, L., Troyan, S., Schulman, S., Douketis, J. D., Thabane, L., Giilck, S., Koubaesh, Y., Hyland, S., et al. (2022) · Pilot and Feasibility Studies · doi:10.1186/s40814-022-01130-z · Cited by 5 · see citing works
COVID-19 stressors for Hispanic/Latino patients living with type 2 diabetes: a qualitative study
Williams, M. S., Cigaran, E., Martinez, S., Marino, J., Barbero, P., Myers, A. K., DiClemente, R. J., Goris, N., Gomez, V. C., Granville, D., et al. (2023) · Frontiers in Clinical Diabetes and Healthcare · doi:10.3389/fcdhc.2023.1070547 · Cited by 5 · see citing works
Jang, S. H., Brown, E. V. R., Lee, E. J., & Ko, L. K. (2021) · Translational Behavioral Medicine · doi:10.1093/tbm/ibaa142 · Cited by 5 · see citing works
Health Equity and Actionable Disparities in Stroke: 2022 Update
Towfighi, A., & Ovbiagele, B. I. (2023) · Stroke · doi:10.1161/strokeaha.122.041892 · Cited by 5 · see citing works
Modica, C., Lewis, J. H., & Bay, R. C. (2024) · Journal of Multidisciplinary Healthcare · doi:10.2147/jmdh.s443973 · Cited by 5 · see citing works
Digital Diabetes Care System Observations from a Pilot Evaluation Study in Vietnam
Khanh, T. Q., Hao, P. N., Roitman, E., Raz, I., Marganitt, B., & Cahn, A. (2020) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17030937 · Cited by 5 · see citing works
Jiang, S., Gao, X., Diao, H., Zhang, Y., Lu, G., Liu, X., & Li, Y. (2026) · JMIR mHealth and uHealth · doi:10.2196/70429 · Cited by 6 · see citing works
“This study observed that different intervention modalities—including synchronous, asynchronous, remote monitoring, and hybrid models—were significantly more effective in improving HbA 1c levels compared with usual care, aligning with findings from prior reviews [20,104,105].”
Moreira, A. M., Rados, D. R. V., de Farias, C. B., Coelli, S., Faller, L. D. A., dos Santos, L. F., Matzenbacher, A. M. F., Katz, N., Harzheim, E., & Silveiro, S. P. (2024) · Endocrine · doi:10.1007/s12020-024-04095-6 · Cited by 7 · see citing works
Davis, T. C., Allen, A. S., & Zhang, Y. (2022) · Telemedicine Reports · doi:10.1089/tmr.2022.0009 · Cited by 4 · see citing works
MacPherson, M., Khaleghi, R., Rourke, S., Ramanaidu, R., & Montenegro, M. (2024) · BMC Digital Health · doi:10.1186/s44247-024-00119-3 · Cited by 4 · see citing works
Thakur, M., Maurer, E. W., Tran, K., Tholkes, A. J., Rajamani, S., & Dwivedi, R. (2025) · JMIR Diabetes · doi:10.2196/68324 · Cited by 4 · see citing works
Middlebrook, N., Heneghan, N. R., Moffatt, M., Silvester, L., Falla, D., Rushton, A. B., & Soundy, A. (2025) · PLoS ONE · doi:10.1371/journal.pone.0323575 · Cited by 4 · see citing works
Hohendorff, J., Czupryniak, L., Dzida, G. J., Fichna, P., Jarosz-Chobot, P. A., Klupa, T., Myśliwiec, M., Szadkowska, A., Zozulińska‐Ziółkiewicz, D., & Malecki, M. T. (2021) · Archives of Medical Science · doi:10.5114/aoms/139025 · Cited by 4 · see citing works
Bogin, M. H., Chandra, A., Manggaard, J. M., Thorsteinsdottir, B., Hanson, G. J., & Takahashi, P. Y. (2022) · Mayo Clinic Proceedings Innovations Quality & Outcomes · doi:10.1016/j.mayocpiqo.2022.03.001 · Cited by 4 · see citing works
Internet of Things in the Monitoring of Diabetes
Ndlovu, B. M., Chipangura, B., & Twinomurinzi, H. (2022) · International Journal of Health Systems and Translational Medicine · doi:10.4018/ijhstm.300336 · Cited by 3 · see citing works
- Authors
- Lee, P. A., Greenfield, G., & Pappas, Y.
- Affiliations
- Imperial College London (GB)
- University of Bedfordshire (GB)
- Corresponding author
- Lee, Puikwan A.
- Venue
- BMC Health Services Research
- Published
- 2018-06-26
- Volume
- 18
- Issue
- 1
- Pages
- 495-495
- ISSN
- 1472-6963 (ISSN-L)
- PMC
- PMC6019730
- OpenAlex
- W2810382483
- Cited by
- 162
- References
- 17
- Citations by year
- 2026: 12 · 2025: 19 · 2024: 19 · 2023: 21 · 2022: 37 · 2021: 25 · 2020: 21 · 2019: 6 · 2018: 2
- FWCI
- 2.45
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- BMC Health Services Research (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, other-oa)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
- Spiral (Imperial College London) (submittedVersion, cc-by)
- University of Bedfordshire Repository (University of Bedfordshire) (submittedVersion, cc-by-nc-nd)
- Funders
- National Institute for Health and Care Research
- Department of Health and Social Care
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Telemedicine and Telehealth Implementation
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Education
- Health Sciences › Health Professions › General Health Professions › Mobile Health and mHealth Applications
- Keywords
- telemedicine, remote patient monitoring, type 2 diabetes, glycemic control, HbA1c, telephone-delivered intervention, self-monitoring of blood glucose
- MeSH terms
- Systematic Reviews as Topic, Diabetes Mellitus, Type 2, Glycated Hemoglobin, Humans, Blood Glucose Self-Monitoring, Randomized Controlled Trials as Topic, Telemedicine, Evidence-Based Medicine, Internet, Qualitative Research, Cell Phone
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review