Technology and diabetes self-management: an integrative review
Open accessAbstract
Technology can be used to supplement healthcare provider diabetes care by providing both educational and motivational support. Education can be provided using technology allowing patients to learn new practices and routines related to diabetes management. Technology can support daily diabetes self-management activities including blood glucose monitoring, exercising, healthy eating, taking medication, monitoring for complications, and problem-solving. This article describes an integrative review conducted to evaluate the types of technology being used to facilitate diabetes self-management and the effect of that technology on self-management and diabetes outcomes for adults living with type 2 diabetes mellitus. A literature review was conducted by searching Medline, PubMed, and Psych INFO databases using the search terms: diabetes self-management, technology, type 2 diabetes, smartphones, cell phones, and diabetes mellitus covering the years from 2008-2013. Articles relying on secondary data (editorials, systematic reviews) and articles describing study protocol only were excluded. Fourteen studies including qualitative, quasi-experimental, and randomized controlled trial designs were identified and included in the review. The review found that technological interventions had positive impacts on diabetes outcomes including improvements in hemoglobin A1C levels, diabetes self-management behaviors, and diabetes self-efficacy. Results indicate that technological interventions can benefit people living with diabetes when used in conjunction with diabetes care delivered by healthcare providers.
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?
In the daily lives of individuals with diabetes, sensor and tracking technologies already constitute integral components frequently.
“In the daily lives of individuals with diabetes, sensor and tracking technologies already constitute integral components frequently (41).”
From Acceptance of smart sensing, its determinants, and the efficacy of an acceptance-facilitating intervention in people with diabetes: results from a randomized controlled trial (2024) · cites this paper as [41]
The review’s study-summary table (page not provided) describes a 12-person intervention in which most participants used a blood-glucose sensor at least daily and a step counter transferred data daily. This supports daily use in that study, but not the broader claim that sensor and tracking technologies are already frequently integral to the lives of people with diabetes generally. (LLM, conf=0.84)
Experimental — accuracy not yet measured
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
Quinn, C. C., Shardell, M. D., Terrin, M. L., Barr, E. A., Ballew, S. H., & Gruber-Baldini, A. L. (2011) · Diabetes Care · doi:10.2337/dc11-0366 · Cited by 650 · 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
Chomutare, T., Fernandez-Luque, L., Årsand, E., & Hartvigsen, G. (2011) · Journal of Medical Internet Research · doi:10.2196/jmir.1874 · Cited by 451 · see citing works
Computer-based diabetes self-management interventions for adults with type 2 diabetes mellitus
Pal, K., Eastwood, S. V., Michie, S., Farmer, A. J., Barnard, M. L., Peacock, R., Wood, B., Inniss, J. D., & Murray, E. (2013) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd008776.pub2 · Cited by 344 · see citing works
Online Diabetes Self-Management Program
Lorig, K., Ritter, P. L., Laurent, D. D., Plant, K., Green, M., Jernigan, V. B. B., & Case, S. (2010) · Diabetes Care · doi:10.2337/dc09-2153 · Cited by 316 · see citing works
REDEEM: A pragmatic trial to reduce diabetes distress
Fisher, L., Hessler, D., Glasgow, R. E., Arean, P. A., Masharani, U., Naranjo, D., & Strycker, L. A. (2013) · Diabetes Care · doi:10.2337/dc12-2493 · Cited by 266 · see citing works
Hanauer, D. A., Wentzell, K., Laffel, N., & Laffel, L. M. (2009) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2008.0022 · Cited by 261 · see citing works
Tang, P. C., Overhage, J. M., Chan, A. S., Brown, N. L., Aghighi, B., Entwistle, M., Hui, S. L., Hyde, S., Klieman, L., Mitchell, C. J., et al. (2012) · Journal of the American Medical Informatics Association · doi:10.1136/amiajnl-2012-001263 · Cited by 240 · see citing works
Twelve-month outcomes of an Internet-based diabetes self-management support program
Glasgow, R. E., Kurz, D., King, D. K., Dickman, J. M., Faber, A. J., Halterman, E., Woolley, T., Toobert, D. J., Strycker, L. A., Estabrooks, P. A., et al. (2011) · Patient Education and Counseling · doi:10.1016/j.pec.2011.07.024 · Cited by 205 · see citing works
Lim, S., Kang, S. M., Shin, H., Lee, H. J., Won Yoon, J., Yu, S. H., Kim, S.-Y., Yoo, S. Y., Jung, H. S., Park, K. S., et al. (2011) · Diabetes Care · doi:10.2337/dc10-1447 · Cited by 191 · see citing works
Mobile Phone-Based Self-Management Tools for Type 2 Diabetes: The Few Touch Application
Arsand, E., Tatara, N., ostengen, G., & Hartvigsen, G. (2010) · Journal of Diabetes Science and Technology · doi:10.1177/193229681000400213 · Cited by 188 · see citing works
Lyles, C. R., Harris, L. T., Le, T., Flowers, J., Tufano, J., Britt, D., Hoath, J., Hirsch, I. B., Goldberg, H. I., & Ralston, J. D. (2011) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2010.0200 · Cited by 116 · see citing works
Mobile phone health apps for diabetes management: Current evidence and future developments
Goyal, S., & Cafazzo, J. A. (2013) · QJM · doi:10.1093/qjmed/hct203 · Cited by 107 · see citing works
Developing a behavioral model for mobile phone-based diabetes interventions
Nundy, S., Dick, J. J., Solomon, M. C., & Peek, M. E. (2012) · Patient Education and Counseling · doi:10.1016/j.pec.2012.09.008 · Cited by 105 · see citing works
Web-Based Comprehensive Information System for Self-Management of Diabetes Mellitus
Noh, J.-H., Cho, Y.-J., Nam, H.-W., Kim, J., Kim, D.-J., Yoo, H.-S., Kwon, Y.-W., Woo, M.-H., Cho, J.-W., Hong, M.-H., et al. (2010) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2009.0122 · Cited by 90 · see citing works
Osborn, C. Y., & Mulvaney, S. A. (2013) · Journal of Diabetes Science and Technology · doi:10.1177/193229681300700305 · Cited by 54 · see citing works
The Effects of Web-Based Diabetes Education on Diabetes Care Results
Avdal, E. Ü., Kızılcı, S., & Demirel, N. (2011) · CIN Computers Informatics Nursing · doi:10.1097/ncn.0b013e3182155318 · Cited by 41 · see citing works
Song, M., Choe, M., Kim, K. S., Yi, M. S., Lee, I.-S., Kim, J.-E., Lee, M.-R., Cho, Y. M., & Shim, Y. S. (2009) · Nursing and Health Sciences · doi:10.1111/j.1442-2018.2009.00458.x · Cited by 40 · see citing works
Successful Delivery of Diabetes Self-Care Education and Follow-Up through eHealth Media
Pacaud, D., Kelley, H. M., Downey, A. M., & Chiasson, M. W. (2012) · Canadian Journal of Diabetes · doi:10.1016/j.jcjd.2012.08.006 · Cited by 38 · see citing works
Nes, A. A. G., Eide, H., Kristjánsdóttir, Ó. B., & van Dulmen, S. (2013) · Patient Education and Counseling · doi:10.1016/j.pec.2013.01.022 · Cited by 34 · see citing works
Lessons Learned From the Implementation of a Web-based Nursing Intervention
Bond, G. E. (2006) · CIN Computers Informatics Nursing · doi:10.1097/00024665-200603000-00004 · Cited by 30 · see citing works
Hayes, A., Leal, J., Kelman, C., & Clarke, P. (2010) · Diabetic Medicine · doi:10.1111/j.1464-5491.2010.03189.x · Cited by 23 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Enablers and barriers to effective diabetes self-management: A multi-national investigation
Adu, M. D., Malabu, U. H., Malau‐Aduli, A. E. O., & Malau‐Aduli, B. S. (2019) · PLoS ONE · doi:10.1371/journal.pone.0217771 · Cited by 420 · see citing works
Diabetes mellitus: an overview of the types, symptoms, complications and management
Cloete, L. M. (2021) · Nursing Standard · doi:10.7748/ns.2021.e11709 · Cited by 368 · see citing works
An Effective Model of Diabetes Care and Education: The ADCES7 Self-Care Behaviors™
Kolb, L. E. (2021) · The Science of Diabetes Self-Management and Care · doi:10.1177/0145721720978154 · Cited by 266 · see citing works
American Association of Diabetes Educators (2020) · The Diabetes Educator · doi:10.1177/0145721719894903 · Cited by 184 · see citing works
Chen, J., Lieffers, J. R. L., Bauman, A. E., Hanning, R. M., & Allman-Farinelli, M. A. (2017) · Journal of Human Nutrition and Dietetics · doi:10.1111/jhn.12446 · Cited by 144 · see citing works
Heitkemper, E. M., Mamykina, L., Travers, J., & Smaldone, A. (2017) · Journal of the American Medical Informatics Association · doi:10.1093/jamia/ocx025 · Cited by 130 · see citing works
RSSDI clinical practice recommendations for the management of type 2 diabetes mellitus 2017
Bajaj, S. (2018) · International Journal of Diabetes in Developing Countries · doi:10.1007/s13410-018-0604-7 · Cited by 129 · see citing works
Hayek, A. A., Robert, A. A., & Dawish, M. A. A. (2017) · Clinical Medicine Insights Endocrinology and Diabetes · doi:10.1177/1179551417746957 · Cited by 105 · see citing works
Jain, S. R., Sui, Y., Ng, C. H., Chen, Z. X., Goh, L. H., & Shorey, S. (2020) · PLoS ONE · doi:10.1371/journal.pone.0237647 · Cited by 87 · see citing works
Bollyky, J. B., Bravata, D., Yang, J., Williamson, M., & Schneider, J. (2018) · Journal of Diabetes Research · doi:10.1155/2018/3961730 · Cited by 85 · see citing works
Evidence-based mHealth chronic disease mobile app intervention design: Development of a framework
Wilhide III, C. C., Peeples, M. M., & Anthony Kouyaté, R. C. (2016) · JMIR Research Protocols · doi:10.2196/resprot.4838 · Cited by 81 · see citing works
Faruqui, S. H. A., Du, Y. N., Meka, R., Alaeddini, A., Li, C., Shirinkam, S., & Wang, J. (2019) · JMIR mhealth and uhealth · doi:10.2196/14452 · Cited by 80 · see citing works
Leong, C. M., Lee, T.-I., Chien, Y.-M., Kuo, L.-N., Kuo, Y.-F., & Chen, H.-Y. (2022) · Journal of Medical Internet Research · doi:10.2196/31449 · Cited by 79 · see citing works
Sá, G. G. D. M., Silva, F. L., dos Santos, A. M. R., Nolêto, J. D. S., Gouvéia, M. T. D. O., & Nogueira, L. T. (2019) · Revista Latino-Americana de Enfermagem · doi:10.1590/1518-8345.3171.3186 · Cited by 78 · see citing works
Diabetes knowledge of nurses in different countries: An integrative review
Alotaibi, A. M., Al‐Ganmi, A. H. A., Gholizadeh, L., & Perry, L. (2016) · Nurse Education Today · doi:10.1016/j.nedt.2016.01.017 · Cited by 74 · see citing works
Kumar, S., Moseson, H., Uppal, J., & Juusola, J. L. (2018) · The Diabetes Educator · doi:10.1177/0145721718765650 · Cited by 68 · see citing works
Shaban, M. M., Sharaa, H. M., Amer, F. G. M., & Shaban, M. (2024) · BMC Nursing · doi:10.1186/s12912-024-01787-2 · Cited by 63 · see citing works
Shi, C., Zhu, H., Liu, J., Zhou, J., & Tang, W. (2020) · Diabetes Metabolic Syndrome and Obesity · doi:10.2147/dmso.s268481 · Cited by 60 · see citing works
Monteiro, R. L., Sartor, C. D., Ferreira, J. S. S. P., Dantas, M. G. B., Bus, S. A., & Sacco, I. D. C. N. (2018) · BMC Musculoskeletal Disorders · doi:10.1186/s12891-018-2323-0 · Cited by 50 · see citing works
Boels, A. M., Rutten, G. E. H. M., Zuithoff, N. P. A., de Wit, G. A., & Vos, R. C. (2018) · BMC Endocrine Disorders · doi:10.1186/s12902-018-0304-9 · Cited by 49 · see citing works
Downing, J. M., Bollyky, J., & Schneider, J. A. (2017) · Journal of Medical Internet Research · doi:10.2196/jmir.6659 · Cited by 48 · see citing works
A Cloud-Based Virtual Outpatient Clinic for Patient-Centered Care: Proof-of-Concept Study
de Jong, J. M., Ogink, P. A., van Bunningen, C., Driessen, R. J. B., Engelen, L. J., Heeren, B., Bredie, S. J. H., & van de Belt, T. H. (2018) · Journal of Medical Internet Research · doi:10.2196/10135 · Cited by 42 · see citing works
Using Digital Health Technology to Prevent and Treat Diabetes
Kaufman, N., & Khurana, I. (2016) · Diabetes Technology & Therapeutics · doi:10.1089/dia.2016.2506 · Cited by 42 · see citing works
Versluis, A., Boels, A. M., Huijden, M. C. G., Mijnsbergen, M. D., Rutten, G. E. H. M., & Vos, R. C. (2025) · Diabetic Medicine · doi:10.1111/dme.70002 · Cited by 38 · see citing works
Ferreira, J. S. S. P., Sacco, I. D. C. N., Siqueira, A. A., de Almeida, M. H. M., & Sartor, C. D. (2019) · PLoS ONE · doi:10.1371/journal.pone.0218560 · Cited by 36 · see citing works
Fernandes, B. S. M., Reis, I. A., & Torres, H. D. C. (2016) · Revista Latino-Americana de Enfermagem · doi:10.1590/1518-8345.0632.2719 · Cited by 31 · see citing works
Evaluation of mobile applications for patients with diabetes mellitus: A scoping review
Lee, J. L., & Kim, Y. (2024) · Healthcare · doi:10.3390/healthcare12030368 · Cited by 29 · see citing works
Psychosocial Aspects of Diabetes Technology
Polonsky, W. H. (2019) · Endocrinology and Metabolism Clinics of North America · doi:10.1016/j.ecl.2019.10.003 · Cited by 29 · see citing works
Moody, L., Wood, E., Needham, A., Booth, A., Jimenez-Aranda, A., & Tindale, W. B. (2022) · Journal of Medical Engineering & Technology · doi:10.1080/03091902.2022.2089249 · Cited by 28 · see citing works
Renskers, L., Dartel, S. A. A. R.-V., Huis, A. M. P., & van Riel, P. L. (2020) · BMJ Open · doi:10.1136/bmjopen-2019-033321 · Cited by 28 · see citing works
Tarricone, R., Petracca, F., Svae, L., Cucciniello, M., & Ciani, O. (2024) · eBioMedicine · doi:10.1016/j.ebiom.2024.105091 · Cited by 26 · see citing works
Chronic Disease and Mobile Technology: An Innovative Tool for Clinicians
Merck, S. F. (2017) · Nursing Forum · doi:10.1111/nuf.12202 · Cited by 25 · see citing works
Quinn, C. C., Swasey, K. K., Crabbe, J. C. F., Shardell, M. D., Terrin, M. L., Barr, E. A., & Gruber‐Baldini, A. L. (2017) · JMIR mhealth and uhealth · doi:10.2196/mhealth.8910 · Cited by 25 · see citing works
Yu, J., Xu, T., James, R. A., Lu, W., & Hoffman, J. E. (2020) · JMIR Diabetes · doi:10.2196/20888 · Cited by 24 · see citing works
Savarese, M., Sapienza, M., Acquati, G. M., Nurchis, M. C., Riccardi, M. T., Mastrilli, V., D’Elia, R., Graps, E. A., Graffigna, G., & Damiani, G. (2021) · Journal of Personalized Medicine · doi:10.3390/jpm11080795 · Cited by 22 · see citing works
Kelly, L., Jenkinson, C., & Morley, D. (2018) · JMIR Diabetes · doi:10.2196/diabetes.9743 · Cited by 22 · see citing works
Sherazi, B. A., Laeer, S., Krutisch, S., Dabidian, A., Schlottau, S., & Obarcanin, E. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph20010064 · Cited by 21 · see citing works
Fareed, N., Swoboda, C. M., Singh, P., Boettcher, E., Wang, Y., Venkatesh, K. K., & Strouse, R. (2023) · Digital Health · doi:10.1177/20552076221144181 · Cited by 21 · see citing works
Kazawa, K., Osaki, K., Rahman, M. M., & Moriyama, M. (2020) · BMC Nursing · doi:10.1186/s12912-020-0409-0 · Cited by 20 · see citing works
Learning in a Virtual Environment to Improve Type 2 Diabetes Outcomes: Randomized Controlled Trial
Johnson, C., Melkus, G. D., Reagan, L., Pan, W., Amarasekara, S., Pereira, K. C., Hassell, N., Nowlin, S. Y., & Vorderstrasse, A. A. (2023) · JMIR Formative Research · doi:10.2196/40359 · Cited by 20 · see citing works
Brew‐Sam, N., & Chib, A. I. (2019) · International Journal of Technology Assessment in Health Care · doi:10.1017/s0266462319000163 · Cited by 20 · see citing works
Pratiwi, I. N., Nursalam, N., Widyawati, I. Y., & Ramoo, V. (2024) · SAGE Open Nursing · doi:10.1177/23779608241245196 · Cited by 19 · see citing works
COATES, V. E., Slevin, M. M., Carey, M., Slater, P. F., & Davies, M. (2017) · Patient Education and Counseling · doi:10.1016/j.pec.2017.10.013 · Cited by 19 · see citing works
Pinchera, B. J., DelloIacono, D. M., & Lawless, C. A. (2018) · The Journal of Continuing Education in Nursing · doi:10.3928/00220124-20180813-09 · Cited by 19 · see citing works
Remote Care Technology: A Systematic Review of Reviews and Meta-Analyses
Queirós, A., Alvarelhão, J., Cerqueira, M., Silva, A. G., Santos, M., & Rocha, N. P. (2018) · Technologies · doi:10.3390/technologies6010022 · Cited by 18 · see citing works
Hayek, A. A., Robert, A. A., & Dawish, M. A. A. (2020) · Clinical Medicine Insights Endocrinology and Diabetes · doi:10.1177/1179551420910122 · Cited by 17 · see citing works
Review of point-of-care platforms for diabetes: (1) sensing
Liu, Y., Luo, X., Yu, Q., Ye, L., Yang, L., & Cui, Y. (2022) · Sensors and Actuators Reports · doi:10.1016/j.snr.2022.100113 · Cited by 16 · see citing works
Construção, validação e adequação cultural do protocolo COMPASSO: Adesão ao autocuidado em diabetes
Fernandes, B. S. M., Reis, I. A., Pagano, A. S., Cecílio, S. G., & Torres, H. D. C. (2016) · Acta Paulista de Enfermagem · doi:10.1590/1982-0194201600058 · Cited by 16 · see citing works
Multiple Sclerosis in the Contemporary Age
Hansen, M. R., & Okuda, D. T. (2017) · Neurologic Clinics · doi:10.1016/j.ncl.2017.08.012 · Cited by 16 · see citing works
DİYABET ÖZYÖNETİMİNDE ENGELLER VE KOLAYLAŞTIRICILAR
Canbolat, Ö., Ekenler, Ş., & Polat, Ü. (2021) · SDÜ Tıp Fakültesi Dergisi · doi:10.17343/sdutfd.1008149 · Cited by 15 · see citing works
Recent advances in computational tools and resources for the self-management of type 2 diabetes
Moonian, O., Jodheea-Jutton, A., Khedo, K. K., Baichoo, S., Nagowah, S. D., Nagowah, L., Mungloo-Dilmohamud, Z., & Cheerkoot-Jalim, S. (2020) · Informatics for Health and Social Care · doi:10.1080/17538157.2018.1559168 · Cited by 15 · see citing works
Impact of technology use in type 2 diabetes distress: A systematic review
Vieira, P., Kobayasi, R., Pereira, F., Zaia, I. M., & Sasaki, S. U. (2020) · World Journal of Diabetes · doi:10.4239/wjd.v11.i10.459 · Cited by 13 · see citing works
Telehealth interventions to support self-care of stroke survivors: An integrative review
Park, H.-Y., Yeom, I., & Kim, Y. (2023) · Heliyon · doi:10.1016/j.heliyon.2023.e16430 · Cited by 13 · see citing works
Mobile Health to Support Ageing in Place
Rocha, N. P., Santos, M., Cerqueira, M., & Queirós, A. (2019) · International Journal of E-Health and Medical Communications · doi:10.4018/ijehmc.2019070101 · Cited by 13 · see citing works
Conceptualizing type 2 diabetes and its management
Tsasis, P., An, X., Mei, Z. X., Hains, T., An, A., Wu, J., & Wong, H. J. (2016) · Journal of Multidisciplinary Healthcare · doi:10.2147/jmdh.s88684 · Cited by 12 · see citing works
Irace, C., Schweitzer, M. A., Tripolino, C., Scavelli, F. B., & Gnasso, A. (2017) · JMIR mhealth and uhealth · doi:10.2196/mhealth.8532 · Cited by 11 · see citing works
McLean, A. (2020) · JMIR Nursing · doi:10.2196/19302 · Cited by 11 · see citing works
Tolentino, D. A., Ali, S., Jang, S. Y., Kettaneh, C. A., & Smith, J. (2022) · Health Equity · doi:10.1089/heq.2021.0083 · Cited by 10 · see citing works
Dadlani, V., Levine, J. A., MCCRADY-SPITZER, S. K., Dassau, E., & Kudva, Y. C. (2015) · Journal of Diabetes Science and Technology · doi:10.1177/1932296815609949 · Cited by 10 · see citing works
Evolution of public health policy on healthcare self-management: the case of Ontario, Canada
Gauthier-Beaupré, A., Kuziemsky, C. E., Battistini, B. J., & Jutai, J. W. (2023) · BMC Health Services Research · doi:10.1186/s12913-023-09191-3 · Cited by 10 · see citing works
Sommer, J., Dyczmons, J., Grobosch, S., Gontscharuk, V., Vomhof, M., Roden, M., & Icks, A. (2020) · BMJ Open · doi:10.1136/bmjopen-2020-036995 · Cited by 9 · see citing works
Hani, S. B., & Saleh, M. (2022) · Current Diabetes Reviews · doi:10.2174/1573399819666221031161442 · Cited by 9 · see citing works
Research Trend on Diabetes Mobile Applications: Text Network Analysis and Topic Modeling
Park, S., Kwak, E., & Kim, Y. (2021) · Journal of Korean Biological Nursing Science · doi:10.7586/jkbns.2021.23.3.170 · Cited by 9 · see citing works
Martins, A. I., Queirós, A., & Rocha, N. P. (2019) · Universal Access in the Information Society · doi:10.1007/s10209-019-00659-w · Cited by 9 · see citing works
Kim, B., Song, Y., & Kim, J.-I. (2019) · Korean Journal of Adult Nursing · doi:10.7475/kjan.2019.31.1.61 · Cited by 9 · see citing works
da Silva, A. F. R., de Moura, K. R., Moura, T. V. C., de Oliveira, A. S. S., Moreira, T. M. M., & da Silva, A. R. V. (2021) · Revista da Escola de Enfermagem da USP · doi:10.1590/s1980-220x2020047203737 · Cited by 8 · see citing works
Althubyani, A. N., Tang, C. Y., Thomas, J., & Gupta, S. (2024) · Diabetology · doi:10.3390/diabetology5010007 · Cited by 8 · see citing works
Usability of Mobile Health Application for Individuals with Type 2 Diabetes Mellitus and Clinicians
Timurtaş, E., & Polat, M. G. (2020) · Clinical and Experimental Health Sciences · doi:10.33808/clinexphealthsci.599548 · Cited by 7 · see citing works
What Is New in Diabetes Technology?
Marvicsin, D. J., Jennings, P., & Ziegler-Bezaire, D. (2017) · The Journal for Nurse Practitioners · doi:10.1016/j.nurpra.2016.12.025 · Cited by 6 · see citing works
Can E-Health Support Programme Improve Self-Management for Diabetes Patients in the Community?
Wong, E. M. L., & Lam, G. Y. (2016) · Journal of Community & Public Health Nursing · doi:10.4172/2471-9846.1000e111 · Cited by 6 · see citing works
Sherazi, B. A., Läer, S., Hasanbegović, S., & Obarcanin, E. (2024) · Frontiers in Digital Health · doi:10.3389/fdgth.2024.1338857 · Cited by 5 · see citing works
Rasmussen, B., Wynter, K. H., Hamblin, P. S., Rodda, C. P., Steele, C. E., Holton, S., Zoffmann, V., & Currey, J. (2023) · Digital Health · doi:10.1177/20552076231167008 · Cited by 5 · see citing works
Technologies for Ageing in Place to Support the Empowerment of Patients with Chronic Diseases
Queirós, A., Pereira, L. T., Santos, M., & Rocha, N. P. (2017) · Advances in intelligent systems and computing · doi:10.1007/978-3-319-56538-5_80 · Cited by 5 · see citing works
Daramilas, C., Papagianni, M., Ntafi, C., Mastorakos, G. P., & Sardeli, C. (2025) · Nutrients · doi:10.3390/nu17061026 · Cited by 4 · see citing works
Educational intervention on description of the insulin delivery technique: randomized clinical trial
Moura, T. V. C., de Sousa, A. F. R., Machado, A. L. G., Carvalho, G. C. N., & da Silva, A. R. V. (2020) · Rev Rene · doi:10.15253/2175-6783.20202144230 · Cited by 4 · see citing works
Fareed, N., Swoboda, C. M., Wang, Y., Strouse, R., Hoseus, J., Baker, C., Joseph, J. J., & Venkatesh, K. K. (2023) · JMIR Diabetes · doi:10.2196/46654 · Cited by 4 · see citing works
Ndahiriwe, C. C., Gasana, J., Nshimiyimana, J., Bavuma, C. M., Bucyana, E., Manirafasha, C., Bugingo, J. D. D., Tuyizere, M., Rutayisire, R., Ntakirutimana, S., et al. (2024) · Rwanda Journal of Medicine and Health Sciences · doi:10.4314/rjmhs.v7i1.6 · Cited by 3 · see citing works
Responsible Innovation in E-Health Care: Empowering Patients with Emerging Technologies
Trzmielak, D., Lipka-Matusiak, I., & Oftedal, E. M. (2024) · Marketing of Scientific and Research Organizations · doi:10.2478/minib-2024-0010 · Cited by 3 · see citing works
Subrata, S. A., & Margono, M. (2022) · British Journal of Nursing · doi:10.12968/bjon.2022.31.15.s38 · Cited by 3 · see citing works
Zakwan, M., Thamrin, N., Shauri, R. L. A., Jailani, R., Manaf, H., & Mustapa, N. A. (2024) · International Journal of Advanced Technology and Engineering Exploration · doi:10.19101/ijatee.2023.10102368 · Cited by 3 · see citing works
Validação do Patient Assessment of Chronic Illness Care (PACIC) em diabéticos brasileiros
de Castro, F. A. X., Teixeira, C. R. D. S., Istilli, P. T., Zanetti, A. C. G., Becker, T. A. C., & Almeida, F. A. (2018) · Tempus Actas de Saúde Coletiva · doi:10.18569/tempus.v11i2.2400 · Cited by 3 · see citing works
Technologies for Ageing in Place: A Systematic Review of Reviews and Meta-analyses
Pereira, L. T., Dias, A. A. D. C., Queirós, A., & Rocha, N. P. (2018) · Communications in computer and information science · doi:10.1007/978-3-319-94806-5_18 · Cited by 3 · see citing works
Gomes, M. S., Rainho, J., Damasceno, A., & Rocha, N. P. (2020) · EAI/Springer Innovations in Communication and Computing · doi:10.1007/978-3-030-42934-8_14 · Cited by 3 · see citing works
RETRACTED ARTICLE: Artificial intelligence for a bio-sensored detection of tuberculosis
Tamilselvi, S., Kumar, N. M. S., Lavanya, S., Jayaprakash, B., & Kaviyavarshini, N. (2021) · Network Modeling Analysis in Health Informatics and Bioinformatics · doi:10.1007/s13721-021-00284-9 · Cited by 3 · see citing works
RetractedEffective use of patient-centric health information systems : The influence of patient emotions
Savoli, A., & Barki, H. (2017) · Systèmes d information & management · doi:10.3917/sim.171.0071 · Cited by 3 · see citing works
Parmin, S., & Safitri, S. W. (2022) · Jurnal Salingka Abdimas · doi:10.31869/jsam.v2i1.3399 · Cited by 3 · see citing works
Boels, A. M., Vos, R. C., Metzendorf, M., & Rutten, G. E. H. M. (2017) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd012869 · Cited by 3 · see citing works
RetractedSeixas, M. B., Ghisi, G. L. D. M., OH, P. I., Pereira, D. S., Moreira, A. P. B., Jansen, A. K., Batalha, A. P. D. B., Cândido, G. D. N., de Almeida, J. A., Pereira, D. A. G., et al. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph192416697 · Cited by 3 · see citing works
Knauer, J., Baumeister, H., Schmitt, A., & Terhorst, Y. (2024) · Frontiers in Digital Health · doi:10.3389/fdgth.2024.1352762 · Cited by 2 · see citing works
“In the daily lives of individuals with diabetes, sensor and tracking technologies already constitute integral components frequently (41).”
BackgroundNew Technologies for Treating Type I Diabetes in Pediatrics
Goldschmidt, K. A. (2018) · Journal of Pediatric Nursing · doi:10.1016/j.pedn.2018.02.015 · Cited by 2 · see citing works
Diabetes in Poland – public health challenges and opportunities
Sękowski, K. B., Grudziąż-Sękowska, J., Pinkas, J., & Jankowski, M. (2023) · Medycyna Ogólna i Nauki o Zdrowiu · doi:10.26444/monz/162193 · Cited by 2 · see citing works
Abebe, H., Chiwewe, S., Astermark, C., Sandberg, M., & Tiberg, I. (2025) · International Diabetes Nursing · doi:10.57177/idn.v18.343 · Cited by 2 · see citing works
Finger Prick to Finger Tip: Use of Mobile Phone Technology to Send PKU Blood Results
Clark, A., Deverell, D., Corcoran, E., Macauley, M., Newcombe, N., Branagan, P., Coughlan, A., Daly, E., Heslin, A. M., Crushell, E., et al. (2018) · Journal of Nutrition and Metabolism · doi:10.1155/2018/2178346 · Cited by 2 · see citing works
Diabetes care in cloud - research challenges
George, M., Chacko, A. M., Kurien, S. K., & Ali, N. (2019) · ACM Symposium on Applied Computing · doi:10.1145/3297280.3297537 · Cited by 2 · see citing works
Hypoglycemia Prevention Using an Embedded Model Control with a Safety Scheme: In-silico Test
Vargas, F. M. L., Jutinico, A. L., & Molano-Jimenez, A. (2020) · Advances in intelligent systems and computing · doi:10.1007/978-3-030-54568-0_19 · Cited by 2 · see citing works
Framework for policymaking on self-management of health by older adults using technologies
Gauthier-Beaupré, A., Kuziemsky, C. E., Battistini, B. J., & Jutai, J. W. (2024) · Health Research Policy and Systems · doi:10.1186/s12961-024-01119-5 · Cited by 1 · see citing works
Understanding the Unmet Needs of People Living with Type 2 Diabetes in Self-Managing Their Condition
Sarapis, K., Cao, Y., Chakra, M. A., Nunn, J., Rathod, P., Weber, M., Albuquerque, C., Chapman, M., Barr, R., Gilfillan, C. P., et al. (2025) · Nutrients · doi:10.3390/nu17071243 · Cited by 1 · see citing works
Ghaderi, M., Chitzan-Zadeh, K., Mokarami, M., Mokarami, M., Shokoohi, M., & Vafa, R. G. (2025) · Next research. · doi:10.1016/j.nexres.2025.100472 · Cited by 1 · see citing works
“Can you stop beeping!”: Designing Notifications that Empathise with Fatigue in Diabetes Technology
Telang, S., Barth, C.-M., & Huang, E. M. (2025) · Designing Interactive Systems Conference · doi:10.1145/3715668.3736353 · Cited by 1 · see citing works
Dehghan, M. F., Rassouli, M., Farrokhian, A., Nasiri, M., Giv, A., & Varzeshnejad, M. (2025) · BMC Health Services Research · doi:10.1186/s12913-025-13624-6 · Cited by 1 · see citing works
- Authors
- Hunt, C. W.
- Affiliations
- Auburn University (US)
- Corresponding author
- Hunt, Caralise W
- ORCID
- Hunt, Caralise W
- Venue
- World Journal of Diabetes
- Publisher
- Baishideng Publishing Group Inc.
- Published
- 2015
- Volume
- 6
- Issue
- 2
- Pages
- 225
- ISSN
- 1948-9358 (ISSN-L)
- PMC
- PMC4360416
- OpenAlex
- W2095503428
- Cited by
- 133
- References
- 22
- Citations by year
- 2026: 3 · 2025: 7 · 2024: 18 · 2023: 14 · 2022: 12 · 2021: 9 · 2020: 15 · 2019: 14 · 2018: 14 · 2017: 17 · 2016: 8 · 2015: 2
- FWCI
- 24.99
- Type
- journal article
- Language
- en
- Open access
- diamond
- doi.org
- Licence
- cc-by-nc
- Locations
- World Journal of Diabetes (publishedVersion, cc-by-nc)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Health Professions › General Health Professions › Mobile Health and mHealth Applications
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Education
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
- Keywords
- diabetes self-management, type 2 diabetes, health technology, smartphones, mobile health, diabetes education, blood glucose monitoring, self-efficacy, glycemic control, HbA1c, diabetes outcomes, patient motivation
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
