{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,7]],"date-time":"2026-08-07T20:18:30Z","timestamp":1786133910847,"version":"build-2736575974"},"reference-count":104,"publisher":"JMIR Publications Inc.","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JMIR Diabetes"],"abstract":"<jats:title>Abstract<\/jats:title>\n                  <jats:sec sec-type=\"background\">\n                    <jats:title>Background<\/jats:title>\n                    <jats:p>Despite advancements in digital health coaching (DHC) for type 2 diabetes self-management, a persistent digital divide limits access among underserved populations, necessitating low-tech, telephone-based alternatives.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec sec-type=\"objective\">\n                    <jats:title>Objective<\/jats:title>\n                    <jats:p>This formative qualitative study explored the lived experiences of type 2 diabetes mellitus (T2DM) self-management challenges among adults in Alabama and elicited preferences for telephone-based DHC to inform intervention optimization.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec sec-type=\"methods\">\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>This study was part of a larger National Institutes of Health clinical trial (5R01DK129378) that examined the feasibility and needs of a telephone-based DHC intervention for self-management of T2DM. The study employed a qualitative, phenomenological approach to assess patients\u2019 needs surrounding digital coaching. Twelve patients diagnosed with T2DM were recruited between August and December 2022. Data collection involved in-depth, semistructured interviews conducted via telephone calls or secure Zoom sessions. All interviews were audio-recorded, professionally transcribed, and verified for accuracy. Two independent coders analyzed the data using NVivo software version 14 Plus.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec sec-type=\"results\">\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>Two themes emerged: (1) multifaceted barriers to diabetes self-management spanning behavioral (dietary adherence and nutritional gaps), physical\/environmental (mobility limitations and weather constraints), and structural domains (medication shortages, insurance coverage limiting continuous glucose monitoring); (2) expectations for telephone-based DHC, including targeted education (meal planning, exercise adaptations, and medication effects), health coaches as accountability partners, daily reminders and check-ins via texts\/calls, and incentives as extrinsic motivators to adherence. Insights from the study directly shaped the intervention components of a pilot feasibility trial (NCT05344859).<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec sec-type=\"conclusions\">\n                    <jats:title>Conclusions<\/jats:title>\n                    <jats:p>Key challenges in day-to-day T2DM management included diet, physical activity, medication unavailability, and lack of insurance coverage for continuous glucose monitors. Expectations for a potential telephone-based DHC intervention included targeted education on diet, exercise, and medication effects; perceptions of health coaches as accountability partners; reminders via texts\/calls as beneficial; and monetary incentives as extrinsic motivators for adherence to the intervention.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.2196\/81441","type":"journal-article","created":{"date-parts":[[2026,7,3]],"date-time":"2026-07-03T10:50:22Z","timestamp":1783075822000},"page":"e81441-e81441","source":"Crossref","is-referenced-by-count":0,"title":["Bridging the Digital Divide in Diabetes Care With an AI-Powered Health Coaching Intervention: Qualitative Formative Study"],"prefix":"10.2196","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0009-0000-5224-2261","authenticated-orcid":false,"given":"Tejossy","family":"John","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8567-9571","authenticated-orcid":false,"given":"Sangeetha","family":"Mohanraj","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9823-0127","authenticated-orcid":false,"given":"Tanjila","family":"Nawshin","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2016-2344","authenticated-orcid":false,"given":"Tapan","family":"Mehta","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9768-3829","authenticated-orcid":false,"given":"Mohanraj","family":"Thirumalai","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1010","published-online":{"date-parts":[[2026,8,7]]},"reference":[{"key":"R1","unstructured":"National diabetes statistics report. Centers for Disease Control and Prevention (CDC). 2026. URL: https:\/\/www.cdc.gov\/diabetes\/php\/data-research\/index.html [Accessed 14-07-2026]"},{"issue":"12 Suppl","key":"R2","doi-asserted-by":"publisher","first-page":"S3","DOI":"10.4065\/mcp.2010.0466","article-title":"The increasing role of primary care physicians in caring for patients with type 2 diabetes mellitus","volume":"85","author":"Davidson","journal-title":"Mayo Clin Proc"},{"issue":"3","key":"R3","doi-asserted-by":"publisher","first-page":"279","DOI":"10.2337\/ds17-0024","article-title":"Type 2 diabetes management in primary care: the role of retrospective, professional continuous glucose monitoring","volume":"31","author":"Shrivastav","journal-title":"Diabetes Spectr"},{"issue":"6","key":"R4","doi-asserted-by":"publisher","first-page":"829","DOI":"10.1016\/j.eprac.2025.03.001","article-title":"A systematic review on the impact of electronic consultations on diabetes care","volume":"31","author":"Naous","journal-title":"Endocr Pract"},{"key":"R5","doi-asserted-by":"crossref","unstructured":"Kumar R Kumar Gupta P Gupta A Randenikumara S . Role of primary care physicians in the prevention and control of liver diseases. In: Bhadoria AS Nundy S , editors. Preventive Hepatology. CRC Press; 2025:194-204. ISBN: 9781003433071","DOI":"10.1201\/9781003433071-14"},{"key":"R6","doi-asserted-by":"crossref","unstructured":"Zeytinoglu M Huang ES . Diabetes: a primary health care approach. In: Andrade J Pinto F Arnett D , editors. Prevention of Cardiovascular Diseases: From Current Evidence to Clinical Practice. Springer; 2015:91-99. [doi: 10.1007\/978-3-319-22357-5_10]","DOI":"10.1007\/978-3-319-22357-5_10"},{"issue":"5","key":"R7","doi-asserted-by":"publisher","first-page":"1871","DOI":"10.1111\/j.1475-6773.2006.00689.x","article-title":"Time allocation in primary care office visits","volume":"42","author":"Tai-Seale","journal-title":"Health Serv Res"},{"issue":"10","key":"R8","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0241485","article-title":"The burden of treatment in people living with type 2 diabetes: a qualitative study of patients and their primary care clinicians","volume":"15","author":"Espinoza","journal-title":"PLoS One"},{"issue":"4","key":"R9","doi-asserted-by":"publisher","DOI":"10.1001\/jamanetworkopen.2024.8827","article-title":"Primary care physicians\u2019 experiences with and adaptations to time constraints","volume":"7","author":"Nguyen","journal-title":"JAMA Netw Open"},{"issue":"643","key":"R10","doi-asserted-by":"publisher","first-page":"e114","DOI":"10.3399\/bjgp16X683509","article-title":"Barriers to effective management of type 2 diabetes in primary care: qualitative systematic review","volume":"66","author":"Rushforth","journal-title":"Br J Gen Pract"},{"issue":"6","key":"R11","first-page":"362","volume":"96","author":"Koenigsberg","journal-title":"Am Fam Physician"},{"issue":"655","key":"R12","doi-asserted-by":"publisher","first-page":"61","DOI":"10.3399\/bjgp17X689005","article-title":"Barriers to lifestyle changes in people with diabetes","volume":"67","author":"Fuller","journal-title":"Br J Gen Pract"},{"issue":"5","key":"R13","doi-asserted-by":"publisher","first-page":"696","DOI":"10.4103\/ijem.IJEM_579_17","article-title":"Emotional and psychological needs of people with diabetes","volume":"22","author":"Kalra","journal-title":"Indian J Endocrinol Metab"},{"key":"R14","unstructured":"Bugg II KC . Cognitive-behavioral therapy manual to address glucose levels in aging diabetics: a pilot study [Dissertation]. Fuller Theological Seminary, School of Psychology; 2005. URL: https:\/\/www.proquest.com\/openview\/680b064a3b58ad369d3dce38388f293e\/1?pq-origsite=gscholar&cbl=18750&diss=y [Accessed 14-07-2026]"},{"issue":"7","key":"R15","doi-asserted-by":"publisher","first-page":"781","DOI":"10.1111\/j.1464-5491.2011.03282.x","article-title":"Perceived challenges and priorities in co-morbidity management of older patients with type 2 diabetes","volume":"28","author":"Beverly","journal-title":"Diabet Med"},{"issue":"1","key":"R16","doi-asserted-by":"publisher","DOI":"10.1136\/bmjdrc-2015-000093","article-title":"Clinical characteristics, complications, comorbidities and treatment patterns among patients with type 2 diabetes mellitus in a large integrated health system","volume":"3","author":"Pantalone","journal-title":"BMJ Open Diabetes Res Care"},{"issue":"8","key":"R17","doi-asserted-by":"publisher","first-page":"639","DOI":"10.1016\/j.jamda.2017.05.006","article-title":"Management of comorbidities in older persons with type 2 diabetes","volume":"18","author":"Morley","journal-title":"J Am Med Dir Assoc"},{"issue":"6","key":"R18","doi-asserted-by":"crossref","first-page":"499","DOI":"10.2217\/dmt.15.43","volume":"5","author":"Hood","journal-title":"Diabetes Manag (Lond)"},{"issue":"3","key":"R19","doi-asserted-by":"publisher","first-page":"263","DOI":"10.1016\/j.mayocpiqo.2023.10.002","article-title":"Supporting sustainable health behavior change: the whole is greater than the sum of its parts","volume":"8","author":"Matthews","journal-title":"Mayo Clin Proc Innov Qual Outcomes"},{"key":"R20","doi-asserted-by":"publisher","DOI":"10.3389\/fendo.2022.1069401","article-title":"Diabetes health coach in individuals with type 2 diabetes: a systematic review and meta analysis of quadruple aim outcomes","volume":"13","author":"Racey","journal-title":"Front Endocrinol (Lausanne)"},{"key":"R21","unstructured":"Mobile fact sheet. Pew Research Center. 2025. URL: https:\/\/www.pewresearch.org\/internet\/fact-sheet\/mobile\/?cb_viewport=tablet [Accessed 14-07-2026]"},{"issue":"1","key":"R22","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-018-22034-0","article-title":"The effectiveness, reproducibility, and durability of tailored mobile coaching on diabetes management in policyholders: a randomized, controlled, open-label study","volume":"8","author":"Lee","journal-title":"Sci Rep"},{"issue":"2","key":"R23","doi-asserted-by":"publisher","first-page":"348","DOI":"10.1111\/jan.14993","article-title":"Effectiveness of smartphone application-based self-management interventions in patients with type 2 diabetes: a systematic review and meta-analysis of randomized controlled trials","volume":"78","author":"He","journal-title":"J Adv Nurs"},{"issue":"5","key":"R24","doi-asserted-by":"publisher","first-page":"1239","DOI":"10.1177\/19322968211010153","article-title":"Improving glycemic control in type 2 diabetes using mobile applications and e-coaching: a mixed treatment comparison network meta-analysis","volume":"16","author":"Hyun","journal-title":"J Diabetes Sci Technol"},{"issue":"9","key":"R25","doi-asserted-by":"publisher","DOI":"10.1001\/jamanetworkopen.2023.33629","article-title":"Mobile health intervention in patients with type 2 diabetes: a randomized clinical trial","volume":"6","author":"Gerber","journal-title":"JAMA Netw Open"},{"issue":"12","key":"R26","doi-asserted-by":"publisher","first-page":"2976","DOI":"10.2337\/dc22-1099","article-title":"Randomized, controlled trial of a digital behavioral therapeutic application to improve glycemic control in adults with type 2 diabetes","volume":"45","author":"Hsia","journal-title":"Diabetes Care"},{"key":"R27","unstructured":"Silver L . Smartphone ownership is growing rapidly around the world, but not always equally. Pew Research Center. 2019. URL: https:\/\/www.pewresearch.org\/global\/2019\/02\/05\/smartphone-ownership-is-growing-rapidly-around-the-world-but-not-always-equally [Accessed 14-07-2026]"},{"issue":"5","key":"R28","doi-asserted-by":"publisher","first-page":"856","DOI":"10.1093\/geronb\/gbw100","article-title":"Has the digital health divide widened? Trends of health-related internet use among older adults from 2003 to 2011","volume":"72","author":"Hong","journal-title":"J Gerontol B Psychol Sci Soc Sci"},{"issue":"2","key":"R29","doi-asserted-by":"publisher","DOI":"10.7759\/cureus.4104","article-title":"Mobile phones may not bridge the digital divide: a look at mobile phone literacy in an underserved patient population","volume":"11","author":"Kumar","journal-title":"Cureus"},{"key":"R30","doi-asserted-by":"publisher","DOI":"10.1080\/10810730.2012.712618","article-title":"Successful enrollment in Text4Baby more likely with higher health literacy","volume":"17 Suppl 3","author":"Gazmararian","journal-title":"J Health Commun"},{"issue":"1","key":"R31","doi-asserted-by":"publisher","first-page":"13","DOI":"10.1186\/2049-3258-72-13","article-title":"Is health literacy related to health behaviors and cell phone usage patterns among the text4baby target population?","volume":"72","author":"Poorman","journal-title":"Arch Public Health"},{"issue":"1","key":"R32","doi-asserted-by":"publisher","DOI":"10.2196\/70271","article-title":"Gamified Optimized Diabetes Management with Artificial Intelligence-Powered Rural Telehealth Intervention (GODART): protocol for an optimization pilot and feasibility trial","volume":"14","author":"Mehta","journal-title":"JMIR Res Protoc"},{"key":"R33","unstructured":"Creswell JW Creswell JD . Research Design: Qualitative, Quantitative, and Mixed Methods Approaches. 5th ed. Sage publications; 2018. ISBN: 9781506386706"},{"key":"R34","unstructured":"rev. URL: https:\/\/www.rev.com\/ [Accessed 20-07-2026]"},{"issue":"2","key":"R35","doi-asserted-by":"publisher","first-page":"20597991211040063","DOI":"10.1177\/20597991211040063","article-title":"A choir or cacophony? Sample sizes and quality of conveying participants\u2019 voices in phenomenological research","volume":"14","author":"Bartholomew","journal-title":"Methodol Innov"},{"key":"R36","doi-asserted-by":"crossref","unstructured":"Guest G MacQueen KM Namey EE . Applied Thematic Analysis. SAGE Publications, Inc; 2012. [doi: 10.4135\/9781483384436]","DOI":"10.4135\/9781483384436"},{"issue":"4","key":"R37","doi-asserted-by":"publisher","first-page":"e1513","DOI":"10.1210\/clinem\/dgaa850","article-title":"Digital coaching strategies to facilitate behavioral change in type 2 diabetes: a systematic review","volume":"106","author":"Gershkowitz","journal-title":"J Clin Endocrinol Metab"},{"key":"R38","unstructured":"Merriam SB Grenier RS . Qualitative Research in Practice: Examples for Discussion and Analysis. 2nd ed. John Wiley & Sons; 2019. ISBN: 9781119452027"},{"issue":"4","key":"R39","doi-asserted-by":"publisher","first-page":"485","DOI":"10.1177\/239700221402800402","article-title":"Book review: qualitative data analysis. A methods sourcebook","volume":"28","author":"Ridder","journal-title":"Ger J Hum Resour Manag"},{"key":"R40","unstructured":"Boeije HR . Analysis in Qualitative Research. Sage Publications; 2009. ISBN: 9781446241356"},{"key":"R41","doi-asserted-by":"publisher","DOI":"10.1016\/j.cct.2025.108173","article-title":"Rationale and design of the FREEDOM study: a hybrid type 1 optimization-implementation trial to improve type 2 diabetes management in primary care","volume":"161","author":"El Zein","journal-title":"Contemp Clin Trials"},{"issue":"1","key":"R42","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-025-02107-x","article-title":"A CFIR-guided qualitative study of digital health engagement among Black adults with type 2 diabetes","volume":"8","author":"El Zein","journal-title":"NPJ Digit Med"},{"issue":"1","key":"R43","doi-asserted-by":"publisher","DOI":"10.1080\/16549716.2022.2090098","article-title":"Diabetes self-management: a qualitative study on challenges and solutions from the perspective of South African patients and health care providers","volume":"15","author":"Masupe","journal-title":"Glob Health Action"},{"issue":"1","key":"R44","doi-asserted-by":"publisher","DOI":"10.1080\/16549716.2025.2591543","article-title":"Challenges and barriers in managing type 2 diabetes: insights from a qualitative study of patients\u2019 experiences at a university hospital in Qassim, Saudi Arabia","volume":"19","author":"Ngo","journal-title":"Glob Health Action"},{"issue":"3","key":"R45","doi-asserted-by":"publisher","DOI":"10.1111\/hex.14070","article-title":"Barriers and facilitators of self-management of diabetes amongst people experiencing socioeconomic deprivation: a systematic review and qualitative synthesis","volume":"27","author":"Woodward","journal-title":"Health Expect"},{"issue":"6","key":"R46","doi-asserted-by":"publisher","first-page":"1735","DOI":"10.1002\/nop2.558","article-title":"Exploring the barriers of adherence to dietary recommendations among patients with type 2 diabetes: a qualitative study in Iran","volume":"7","author":"Mostafavi-Darani","journal-title":"Nurs Open"},{"issue":"1","key":"R47","doi-asserted-by":"publisher","first-page":"32","DOI":"10.1111\/j.1464-5491.2004.01342.x","article-title":"Barriers to following dietary recommendations in type 2 diabetes","volume":"22","author":"Vijan","journal-title":"Diabet Med"},{"issue":"1","key":"R48","doi-asserted-by":"publisher","DOI":"10.18502\/ccb.v1i1.2870","article-title":"Barriers and limitations to obstacle diabetes self-management with a focus on nutritional literacy: solutions and opportunities. Critical review and research synthesis","volume":"1","author":"Mahmoodi","journal-title":"Crit Comments Biomed"},{"issue":"10","key":"R49","doi-asserted-by":"publisher","DOI":"10.3390\/nu12103152","article-title":"Association of health literacy and nutritional status assessment with glycemic control in adults with type 2 diabetes mellitus","volume":"12","author":"Hashim","journal-title":"Nutrients"},{"issue":"1","key":"R50","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s00592-017-1071-1","article-title":"Health literacy in type 2 diabetes patients: a systematic review of systematic reviews","volume":"55","author":"Caruso","journal-title":"Acta Diabetol"},{"issue":"1","key":"R51","doi-asserted-by":"publisher","first-page":"43","DOI":"10.1016\/j.jneb.2020.09.003","article-title":"People with type 2 diabetes report dietitians, social support, and health literacy facilitate their dietary change","volume":"53","author":"Siopis","journal-title":"J Nutr Educ Behav"},{"issue":"1","key":"R52","doi-asserted-by":"publisher","first-page":"30","DOI":"10.3390\/diabetology3010003","article-title":"Type 2 diabetes and impaired physical function: a growing problem","volume":"3","author":"Ahmad","journal-title":"Diabetology"},{"issue":"12","key":"R53","doi-asserted-by":"publisher","first-page":"1677","DOI":"10.1111\/dme.13167","article-title":"Barriers to and motivators for physical activity among people with type 2 diabetes: patients\u2019 perspectives","volume":"33","author":"Lidegaard","journal-title":"Diabet Med"},{"issue":"11","key":"R54","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0165652","article-title":"Fatigue in type 2 diabetes: impact on quality of life and predictors","volume":"11","author":"Singh","journal-title":"PLoS One"},{"issue":"5","key":"R55","doi-asserted-by":"publisher","first-page":"662","DOI":"10.1177\/0145721712450925","article-title":"Fatigue in women with type 2 diabetes","volume":"38","author":"Fritschi","journal-title":"Diabetes Educ"},{"issue":"2","key":"R56","doi-asserted-by":"publisher","first-page":"172","DOI":"10.1177\/0193945920938636","article-title":"Fatigue in adults with type 2 diabetes: a systematic review and meta-analysis","volume":"43","author":"Ba","journal-title":"West J Nurs Res"},{"issue":"4","key":"R57","doi-asserted-by":"publisher","first-page":"416","DOI":"10.1093\/heapro\/dap031","article-title":"Barriers to regular exercise among adults at high risk or diagnosed with type 2 diabetes: a systematic review","volume":"24","author":"Korkiakangas","journal-title":"Health Promot Int"},{"key":"R58","doi-asserted-by":"publisher","DOI":"10.3389\/fcdhc.2023.1218692","article-title":"A narrative review of exercise participation among adults with prediabetes or type 2 diabetes: barriers and solutions","volume":"4","author":"Thielen","journal-title":"Front Clin Diabetes Healthc"},{"issue":"1","key":"R59","doi-asserted-by":"publisher","DOI":"10.1186\/s13561-024-00500-y","article-title":"Insurance barriers and inequalities in health care access: evidence from dual practice","volume":"14","author":"Goetjes","journal-title":"Health Econ Rev"},{"issue":"1","key":"R60","doi-asserted-by":"publisher","first-page":"39","DOI":"10.1503\/cmaj.1031830","article-title":"Lack of insurance coverage for testing supplies is associated with poorer glycemic control in patients with type 2 diabetes","volume":"171","author":"Bowker","journal-title":"CMAJ"},{"key":"R61","doi-asserted-by":"publisher","DOI":"10.3389\/fpubh.2016.00195","article-title":"Impact of demographic, socioeconomic, and psychological factors on glycemic self-management in adults with type 2 diabetes mellitus","volume":"4","author":"Gonzalez-Zacarias","journal-title":"Front Public Health"},{"issue":"2","key":"R62","doi-asserted-by":"publisher","first-page":"153","DOI":"10.1177\/0145721721996291","article-title":"Opportunities for interventions that address socioeconomic barriers to type 2 diabetes management: patient perspectives","volume":"47","author":"Stotz","journal-title":"Sci Diabetes Self Manag Care"},{"issue":"6","key":"R63","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0217771","article-title":"Enablers and barriers to effective diabetes self-management: a multi-national investigation","volume":"14","author":"Adu","journal-title":"PLoS One"},{"issue":"10","key":"R64","doi-asserted-by":"publisher","first-page":"7003","DOI":"10.1002\/nop2.1956","article-title":"Patient perspective on barriers in type 2 diabetes self-management: a qualitative study","volume":"10","author":"Tuobenyiere","journal-title":"Nurs Open"},{"issue":"1","key":"R65","doi-asserted-by":"publisher","first-page":"44","DOI":"10.1186\/s12982-025-00445-5","article-title":"Optimizing patient education for sustainable self-management in type 2 diabetes","volume":"22","author":"Alum","journal-title":"Discov Public Health"},{"key":"R66","doi-asserted-by":"publisher","DOI":"10.2147\/DMSO.S331654","article-title":"Personalized type 2 diabetes management: an update on recent advances and recommendations","volume":"15","author":"Williams","journal-title":"Diabetes Metab Syndr Obes"},{"issue":"1","key":"R67","doi-asserted-by":"publisher","DOI":"10.1155\/jdr\/9970845","article-title":"Counseling preferences among patients with type 2 diabetes: implications for personalized care","volume":"2025","author":"Nguyen","journal-title":"J Diabetes Res"},{"issue":"1","key":"R68","doi-asserted-by":"publisher","DOI":"10.1186\/s12913-019-4384-7","article-title":"Patients\u2019 perspective on self-management: type 2 diabetes in daily life","volume":"19","author":"van Smoorenburg","journal-title":"BMC Health Serv Res"},{"key":"R69","doi-asserted-by":"publisher","DOI":"10.3389\/fpubh.2022.994766","article-title":"The effectiveness of patient-centered care vs. usual care in type 2 diabetes self-management: a systematic review and meta-analysis","volume":"10","author":"Asmat","journal-title":"Front Public Health"},{"key":"R70","doi-asserted-by":"publisher","DOI":"10.5888\/pcd20.220210","article-title":"Using patient profiles for sustained diabetes management among people with type 2 diabetes","volume":"20","author":"Chiou","journal-title":"Prev Chronic Dis"},{"issue":"4","key":"R71","doi-asserted-by":"publisher","first-page":"121","DOI":"10.1002\/pdi.2229","article-title":"Motivational and behaviour change approaches for improving diabetes management","volume":"36","author":"Swanson","journal-title":"Pract Diab"},{"issue":"4","key":"R72","first-page":"345","volume":"87","author":"Prueksaritanond","journal-title":"J Med Assoc Thai"},{"issue":"4","key":"R73","doi-asserted-by":"publisher","first-page":"591","DOI":"10.1016\/j.pec.2015.11.014","article-title":"The impact of sharing personalised clinical information with people with type 2 diabetes prior to their consultation: a pilot randomised controlled trial","volume":"99","author":"O\u2019Donnell","journal-title":"Patient Educ Couns"},{"issue":"1","key":"R74","doi-asserted-by":"publisher","first-page":"172","DOI":"10.56303\/jhnresearch.v4i1.372","article-title":"Booklet-based education in diabetes mellitus patients: a scoping review","volume":"4","author":"Saritessa","journal-title":"J Health Nutr Res"},{"issue":"1","key":"R75","doi-asserted-by":"publisher","first-page":"45","DOI":"10.15605\/jafes.040.01.18","article-title":"Tailoring educational content for T2DM patients: a qualitative study on preferences for interactive multimedia applications","volume":"40","author":"Yasin","journal-title":"J ASEAN Fed Endocr Soc"},{"issue":"1","key":"R76","doi-asserted-by":"publisher","first-page":"31","DOI":"10.1016\/0738-3991(94)00688-i","article-title":"Why people don\u2019t learn from diabetes literature: influence of text and reader characteristics","volume":"25","author":"Reid","journal-title":"Patient Educ Couns"},{"issue":"2","key":"R77","doi-asserted-by":"publisher","first-page":"151","DOI":"10.1097\/NCQ.0000000000000349","article-title":"Redesigning hospital diabetes education: a qualitative evaluation with nursing teams","volume":"34","author":"Smith","journal-title":"J Nurs Care Qual"},{"issue":"1","key":"R78","doi-asserted-by":"publisher","DOI":"10.4103\/jehp.jehp_23_20","article-title":"A comprehensive model of health education barriers of health-care system in Iran","volume":"9","author":"Heshmati","journal-title":"J Educ Health Promot"},{"issue":"2","key":"R79","doi-asserted-by":"publisher","first-page":"233","DOI":"10.1177\/0145721709331945","article-title":"The Diabetes Literacy and Numeracy Education Toolkit (DLNET): materials to facilitate diabetes education and management in patients with low literacy and numeracy skills","volume":"35","author":"Wolff","journal-title":"Diabetes Educ"},{"key":"R80","unstructured":"Cavanaugh K Huizinga MM Wolff K et al. Diabetes Literacy and Numeracy Education Toolkit (DLNET): a randomized controlled trial of numeracy-focused enhanced diabetes education. Presented at: 68th Annual Meeting of the American-Diabetes-Association; Jun 6-10, 2008; San Francisco, California, USA. URL: https:\/\/www.researchgate.net\/publication\/295195225_Diabetes_Literacy_and_Numeracy_Education_Toolkit_DLNET_A_randomized_controlled_trial_of_numeracy-focused_enhanced_diabetes_education [Accessed 14-07-2026]"},{"issue":"10","key":"R81","doi-asserted-by":"publisher","first-page":"1331","DOI":"10.2337\/dc16-2099","article-title":"A national effort to prevent type 2 diabetes: participant-level evaluation of CDC's National Diabetes Prevention Program","volume":"40","author":"Ely","journal-title":"Diabetes Care"},{"key":"R82","doi-asserted-by":"publisher","DOI":"10.1177\/2164956120959274","article-title":"Health and wellness coaching in serving the needs of today\u2019s patients: a primer for healthcare professionals","volume":"9","author":"Perlman","journal-title":"Glob Adv Health Med"},{"issue":"3","key":"R83","first-page":"e158","volume":"61","author":"Liddy","journal-title":"Can Fam Physician"},{"issue":"4","key":"R84","doi-asserted-by":"publisher","first-page":"314","DOI":"10.1177\/2374373518769118","article-title":"Wellness coaching to improve lifestyle behaviors among adults with prediabetes: patients\u2019 experience and perceptions to participation","volume":"5","author":"DeJesus","journal-title":"J Patient Exp"},{"issue":"1","key":"R85","doi-asserted-by":"publisher","first-page":"84","DOI":"10.1016\/j.jcjd.2015.10.006","article-title":"Evaluating the effect of a diabetes health coach in individuals with type 2 diabetes","volume":"40","author":"Sherifali","journal-title":"Can J Diabetes"},{"issue":"11","key":"R86","doi-asserted-by":"publisher","first-page":"1404","DOI":"10.1111\/dme.12780","article-title":"Diabetes self-management programmes in older adults: a systematic review and meta-analysis","volume":"32","author":"Sherifali","journal-title":"Diabet Med"},{"issue":"3","key":"R87","doi-asserted-by":"publisher","first-page":"374","DOI":"10.1177\/15598276211073078","article-title":"Dosing of health and wellness coaching for obesity and type 2 diabetes: research synthesis to derive recommendations","volume":"17","author":"Sforzo","journal-title":"Am J Lifestyle Med"},{"issue":"6","key":"R88","doi-asserted-by":"publisher","DOI":"10.1136\/bmjopen-2021-057948","article-title":"Effectiveness of a personal health coaching intervention (diabetescoach) in patients with type 2 diabetes: protocol for an open-label, pragmatic randomised controlled trial","volume":"12","author":"Hohberg","journal-title":"BMJ Open"},{"issue":"6","key":"R89","doi-asserted-by":"publisher","first-page":"869","DOI":"10.32604\/ijmhp.2022.018954","article-title":"Applying SMART goal intervention leads to greater goal attainment, need satisfaction and positive affect","volume":"24","author":"Bahrami","journal-title":"Int J Ment Health Promot"},{"issue":"10","key":"R90","doi-asserted-by":"publisher","first-page":"1281","DOI":"10.1016\/j.nurpra.2021.08.015","article-title":"Goal-setting behavior for physical activity in adults with diabetes: a pilot project","volume":"17","author":"Nguyen-Vaselaar","journal-title":"J Nurse Pract"},{"issue":"1","key":"R91","doi-asserted-by":"publisher","first-page":"54","DOI":"10.1177\/08971900221125021","article-title":"Impact of SMART goals on diabetes management in a pharmacist-led telehealth clinic","volume":"37","author":"Cook","journal-title":"J Pharm Pract"},{"issue":"3","key":"R92","doi-asserted-by":"publisher","first-page":"68","DOI":"10.13023\/jah.0303.06","article-title":"Addressing diabetes distress in self-management programs: results of a randomized feasibility study","volume":"3","author":"Misra","journal-title":"J Appalach Health"},{"key":"R93","doi-asserted-by":"publisher","DOI":"10.2196\/66668","article-title":"Adapting a text messaging intervention to improve diabetes medication adherence in a Spanish-speaking population: qualitative study","volume":"12","author":"Seiglie","journal-title":"JMIR Hum Factors"},{"issue":"1","key":"R94","doi-asserted-by":"publisher","DOI":"10.2196\/mhealth.3988","article-title":"Diabetes text-message self-management support program (SMS4BG): a pilot study","volume":"3","author":"Dobson","journal-title":"JMIR mHealth uHealth"},{"issue":"9","key":"R95","doi-asserted-by":"publisher","first-page":"594","DOI":"10.1016\/j.ijmedinf.2012.05.005","article-title":"SMS reminders improve adherence to oral medication in type 2 diabetes patients who are real time electronically monitored","volume":"81","author":"Vervloet","journal-title":"Int J Med Inform"},{"key":"R96","doi-asserted-by":"publisher","DOI":"10.1136\/bmj.k1959","article-title":"Effectiveness of text message based, diabetes self management support programme (SMS4BG): two arm, parallel randomised controlled trial","volume":"361","author":"Dobson","journal-title":"BMJ"},{"issue":"6","key":"R97","doi-asserted-by":"publisher","DOI":"10.2196\/25958","article-title":"Preferences for mHealth technology and text messaging communication in patients with type 2 diabetes: qualitative interview study","volume":"23","author":"Lauffenburger","journal-title":"J Med Internet Res"},{"issue":"6","key":"R98","doi-asserted-by":"publisher","first-page":"277","DOI":"10.1016\/s0029-6554(03)00161-1","article-title":"Interactive voice response system (IVRS) in health care services","volume":"51","author":"Lee","journal-title":"Nurs Outlook"},{"key":"R99","doi-asserted-by":"crossref","unstructured":"Yadav N Rajpoot DS Dhakad SK . LARAVEL: a PHP framework for e-commerce website. Presented at: 2019 Fifth International Conference on Image Information Processing (ICIIP); Nov 15-17, 2019; Shimla, India. [doi: 10.1109\/ICIIP47207.2019.8985771]","DOI":"10.1109\/ICIIP47207.2019.8985771"},{"key":"R100","unstructured":"Natural language nutrition tracking demo. Mohanraj Thirumalai YouTube page. Dec 11, 2019. URL: https:\/\/www.youtube.com\/watch?v=mz8nBDtpHho [Accessed 14-07-2026]"},{"issue":"7","key":"R101","doi-asserted-by":"publisher","DOI":"10.2196\/18338","article-title":"Effects of incentives on adherence to a web-based intervention promoting physical activity: naturalistic study","volume":"22","author":"Wurst","journal-title":"J Med Internet Res"},{"key":"R102","doi-asserted-by":"publisher","DOI":"10.5888\/pcd19.220151","article-title":"Effectiveness of incentives for improving diabetes-related health indicators in chronic disease lifestyle modification programs: a systematic review and meta-analysis","volume":"19","author":"Hulbert","journal-title":"Prev Chronic Dis"},{"key":"R103","doi-asserted-by":"publisher","DOI":"10.3389\/fpsyt.2021.722485","article-title":"The impact of financial incentives on service engagement among adults experiencing homelessness and mental illness: a pragmatic trial protocol","volume":"12","author":"Reid","journal-title":"Front Psychiatry"},{"issue":"3","key":"R104","doi-asserted-by":"publisher","first-page":"456","DOI":"10.1038\/s41562-023-01769-5","article-title":"The motivating effect of monetary over psychological incentives is stronger in WEIRD cultures","volume":"8","author":"Medvedev","journal-title":"Nat Hum Behav"}],"container-title":["JMIR Diabetes"],"original-title":[],"language":"en","deposited":{"date-parts":[[2026,8,7]],"date-time":"2026-08-07T19:42:05Z","timestamp":1786131725000},"score":1,"resource":{"primary":{"URL":"https:\/\/diabetes.jmir.org\/2026\/1\/e81441"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,8,7]]},"references-count":104,"URL":"https:\/\/doi.org\/10.2196\/81441","relation":{},"ISSN":["2371-4379"],"issn-type":[{"value":"2371-4379","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,8,7]]},"article-number":"v11i12 Supple81441"}}