My Diabetes Coach, a Mobile App–Based Interactive Conversational Agent to Support Type 2 Diabetes Self-Management: Randomized Effectiveness-Implementation Trial

Journals

1. Martin M, Patterson J, Allison M, O’Connor B, Patel D. The Influence of Baseline Hemoglobin A1c on Digital Health Coaching Outcomes in Adults With Type 2 Diabetes: Real-World Retrospective Cohort Study. JMIR Diabetes 2021;6(2):e24981 View
2. Martinengo L, Lo N, Goh W, Tudor Car L. Choice of Behavioral Change Techniques in Health Care Conversational Agents: Protocol for a Scoping Review. JMIR Research Protocols 2021;10(7):e30166 View
3. Christensen J, Laursen D, Lauridsen J, Hesseldal L, Jakobsen P, Nielsen J, Søndergaard J, Brandt C. Reversing Type 2 Diabetes in a Primary Care-Anchored eHealth Lifestyle Coaching Programme in Denmark: A Randomised Controlled Trial. Nutrients 2022;14(16):3424 View
4. Huq S, Maskeliūnas R, Damaševičius R. Dialogue agents for artificial intelligence-based conversational systems for cognitively disabled: a systematic review. Disability and Rehabilitation: Assistive Technology 2024;19(3):1059 View
5. Bassi G, Donadello I, Gabrielli S, Salcuni S, Giuliano C, Forti S. Early Development of a Virtual Coach for Healthy Coping Interventions in Type 2 Diabetes Mellitus: Validation Study. JMIR Formative Research 2022;6(2):e27500 View
6. Martinengo L, Jabir A, Goh W, Lo N, Ho M, Kowatsch T, Atun R, Michie S, Tudor Car L. Conversational Agents in Health Care: Scoping Review of Their Behavior Change Techniques and Underpinning Theory. Journal of Medical Internet Research 2022;24(10):e39243 View
7. Budler L, Gosak L, Stiglic G. Review of artificial intelligence‐based question‐answering systems in healthcare. WIREs Data Mining and Knowledge Discovery 2023;13(2) View
8. Jiang Y, Ramachandran H, Teo J, Leong F, Lim S, Nguyen H, Wang W. Effectiveness of a nurse‐led smartphone‐based self‐management programme for people with poorly controlled type 2 diabetes: A randomized controlled trial. Journal of Advanced Nursing 2022;78(4):1154 View
9. Li X, Xie S, Ye Z, Ma S, Yu G. Investigating Patients' Continuance Intention Toward Conversational Agents in Outpatient Departments: Cross-sectional Field Survey. Journal of Medical Internet Research 2022;24(11):e40681 View
10. Scott E, Shehata M, Panesar A, Summers C, Dale J. The Low Carb Program for people with type 2 diabetes and pre-diabetes: a mixed methods feasibility study of signposting from general practice. BJGP Open 2022;6(1):BJGPO.2021.0137 View
11. Otero-Agra M, Jorge-Soto C, Cosido-Cobos Ó, Blanco-Prieto J, Alfaya-Fernández C, García-Ordóñez E, Barcala-Furelos R. Can a voice assistant help bystanders save lives? A feasibility pilot study chatbot in beta version to assist OHCA bystanders. The American Journal of Emergency Medicine 2022;61:169 View
12. Jakob R, Harperink S, Rudolf A, Fleisch E, Haug S, Mair J, Salamanca-Sanabria A, Kowatsch T. Factors Influencing Adherence to mHealth Apps for Prevention or Management of Noncommunicable Diseases: Systematic Review. Journal of Medical Internet Research 2022;24(5):e35371 View
13. Dingler T, Kwasnicka D, Wei J, Gong E, Oldenburg B. The Use and Promise of Conversational Agents in Digital Health. Yearbook of Medical Informatics 2021;30(01):191 View
14. Bassi G, Giuliano C, Perinelli A, Forti S, Gabrielli S, Salcuni S. A Virtual Coach (Motibot) for Supporting Healthy Coping Strategies Among Adults With Diabetes: Proof-of-Concept Study. JMIR Human Factors 2022;9(1):e32211 View
15. Pimenta N, Félix I, Monteiro D, Marques M, Guerreiro M. Promoting Physical Activity in Older Adults With Type 2 Diabetes via an Anthropomorphic Conversational Agent: Development of an Evidence and Theory-Based Multi-Behavior Intervention. Frontiers in Psychology 2022;13 View
16. Fu H, Wyman J, Peden-McAlpine C, Draucker C, Schleyer T, Adam T. App Design Features Important for Diabetes Self-management as Determined by the Self-Determination Theory on Motivation: Content Analysis of Survey Responses From Adults Requiring Insulin Therapy. JMIR Diabetes 2023;8:e38592 View
17. Hesseldal L, Christensen J, Olesen T, Olsen M, Jakobsen P, Laursen D, Lauridsen J, Nielsen J, Søndergaard J, Brandt C. Long-term Weight Loss in a Primary Care–Anchored eHealth Lifestyle Coaching Program: Randomized Controlled Trial. Journal of Medical Internet Research 2022;24(9):e39741 View
18. Jang Y, Ahn S, Lee K, Kwon O, Kim J. Development and Pilot Testing of a Smartphone-Based Self-Care Program for Patients with Chronic Hepatitis B. International Journal of Environmental Research and Public Health 2021;18(21):11139 View
19. Christensen J, Hesseldal L, Olesen T, Olsen M, Jakobsen P, Laursen D, Lauridsen J, Nielsen J, Søndergaard J, Brandt C. Long-term weight loss in a 24-month primary care-anchored telehealth lifestyle coaching program: Randomized controlled trial. Journal of Telemedicine and Telecare 2022;28(10):764 View
20. Moschonis G, Siopis G, Jung J, Eweka E, Willems R, Kwasnicka D, Asare B, Kodithuwakku V, Verhaeghe N, Vedanthan R, Annemans L, Oldenburg B, Manios Y, Gong E, Votis K, Segkouli S, Triantafyllidis A, Kyparissis O, Paliokas I, Polychroniou E, De Craemer D, Anastasiou K, Tserpes K, Mavrogianni C, Karaglani E, Kalogerakou E, Maragkoudaki M, Ntzouvani A, Kontochristopoulou K, Dupont S, Dupont E, Dauzon L, Roskams M, Lennox-Chhugani N, Perrin M, Day N, Ferrer G, Snook O, Aldasoro E, Gil-Salmerón A, Peiró P, Curran D, Lyne F, Curreri N, Moschonis G, Pierantozzi N, D'Antonio C, Vespasiani G, Almonti T, Skouteris H, Taylor T, Savaglio M, Makrilakis K, Stergiou G, Liatis S, Karamanakos G, Koliaki C, Kollias A, Zikou E, Dimosthenopoulos H, Huang K, Adhikari S, Qian K, Dickhaus J, Carney K, Sahito F, Pavlovic D, Djokic D, Sahito A, Battalova G, Seghieri C, Nutti S, Vanieri M, Belle N, Bertarelli G, Cantarelli P, Ferre F, Noci A, Tortu C, Bozzi N, Ferrari D, Borelli R, Iotova V, Yotov Y, Usheva N, Kozhuharova A, Russeva V, Marinova V, Koleva S, Atanasova V, Stefanova T, Tsochev K, Aznar L, Botaya R, Lozano G, De Miguel-Etayo P, Gonzalez-Gil E, Miguel-Berges M, Pérez S, Blázquez B, Giménez-Legarre N, Toti F, Prifti S, Bombaj B, Doracaj D, Laze O, Lapardhaja A, Bruka L. Effectiveness, reach, uptake, and feasibility of digital health interventions for adults with type 2 diabetes: a systematic review and meta-analysis of randomised controlled trials. The Lancet Digital Health 2023;5(3):e125 View
21. Subramaniam S, Dhillon J, Wan Ahmad W. Behavioral Theory-Based Framework for Prediabetes Self-Care System—Design Perspectives and Validation Results. International Journal of Environmental Research and Public Health 2021;18(17):9160 View
22. Zisis G, Carrington M, Oldenburg B, Whitmore K, Lay M, Huynh Q, Neil C, Ball J, Marwick T. An m-Health intervention to improve education, self-management, and outcomes in patients admitted for acute decompensated heart failure: barriers to effective implementation. European Heart Journal - Digital Health 2021;2(4):649 View
23. Gall S, Feigin V, Thrift A, Kleinig T, Cadilhac D, Bennett D, Nelson M, Purvis T, Jalili-Moghaddam S, Kitsos G, Krishnamurthi R. Personalized knowledge to reduce the risk of stroke (PERKS-International): Protocol for a randomized controlled trial. International Journal of Stroke 2023;18(4):477 View
24. Robson N, Hosseinzadeh H. Impact of Telehealth Care among Adults Living with Type 2 Diabetes in Primary Care: A Systematic Review and Meta-Analysis of Randomised Controlled Trials. International Journal of Environmental Research and Public Health 2021;18(22):12171 View
25. Guerreiro M, Balsa J, Carmo M, Cláudio A, Félix I. Usability Evaluation by Primary Care Providers of a Novel Digital Intervention for Type 2 Diabetes Self-Management in Older Adults. CIN: Computers, Informatics, Nursing 2023;41(4):185 View
26. Li Y, Liang S, Zhu B, Liu X, Li J, Chen D, Qin J, Bressington D. Feasibility and effectiveness of artificial intelligence-driven conversational agents in healthcare interventions: A systematic review of randomized controlled trials. International Journal of Nursing Studies 2023;143:104494 View
27. Guo H, Xiao Y, Liao C, Sun J, Xie Y, Zheng Y, Fan G. U-shaped association between online information exchange and app usage frequency: a large-scale survey of China ‘s online young and middle-aged people with pre diabetes and diabetes. Frontiers in Endocrinology 2023;14 View
28. Lee Y, Kim G, Jun J, Park H, Lee W, Hwang Y, Kim J. An Integrated Digital Health Care Platform for Diabetes Management With AI-Based Dietary Management: 48-Week Results From a Randomized Controlled Trial. Diabetes Care 2023;46(5):959 View
29. Jafar N, Huriyati E, Haryani , Lazuardi L, Setyawati A. Exploring the coach-client interaction of virtual health coaching conducted in patients with type 2 diabetes mellitus: A scoping review. Diabetes & Metabolic Syndrome: Clinical Research & Reviews 2023;17(7):102787 View
30. Tanhapour M, Peimani M, Rostam Niakan Kalhori S, Nasli Esfahani E, Shakibian H, Mohammadzadeh N, Qorbani M. The effect of personalized intelligent digital systems for self-care training on type II diabetes: a systematic review and meta-analysis of clinical trials. Acta Diabetologica 2023;60(12):1599 View
31. Jafar N, Huriyati E, Haryani , Setyawati A. Enhancing knowledge of Diabetes self-management and quality of life in people with Diabetes Mellitus by using Guru Diabetes Apps-based health coaching. Journal of Public Health Research 2023;12(3) View
32. Daud M, Yusoff F, Abdul-Razak S, Baharudin N, Mohamed-Yassin M, Badlishah-Sham S, Nikmat A, Isa M, Jamil N, Nawawi H, Ramli A. Design, development, utility and usability testing of the EMPOWER-SUSTAIN Self-Management Mobile App© among primary care physicians and patients with metabolic syndrome. DIGITAL HEALTH 2023;9 View
33. Pinto A, Martinho D, Matos J, Greer D, Vieira A, Ramalho A, Marreiros G, Freitas A. Recommendation systems to promote behavior change in patients with diabetes mellitus type 2: A systematic review. Expert Systems with Applications 2023;231:120726 View
34. Martinengo L, Lin X, Jabir A, Kowatsch T, Atun R, Car J, Tudor Car L. Conversational Agents in Health Care: Expert Interviews to Inform the Definition, Classification, and Conceptual Framework. Journal of Medical Internet Research 2023;25:e50767 View
35. Abdulhussein F, Pinkney S, Görges M, van Rooij T, Amed S. Designing a Collaborative Patient-Centered Digital Health Platform for Pediatric Diabetes Care in British Columbia: Formative Needs Assessment by Caregivers of Children and Youths Living With Type 1 Diabetes and Health Care Providers. JMIR Pediatrics and Parenting 2023;6:e46432 View
36. Bruijnes M, Kesteloo M, Brinkman W. Reducing social diabetes distress with a conversational agent support system: a three-week technology feasibility evaluation. Frontiers in Digital Health 2023;5 View
37. Aziz S, El Monem Sultan E, Ramadan H, Abd O. Effect of Using Smart Phone Application on Self-Care Activities among Patients with Diabetes Mellitus. Egyptian Nursing Journal 2023;20(1):147 View
38. Brady V, Mathew Joseph N, Ju H. Impact of Gaming (Gamification) on Diabetes Self-Care Behaviors and Glycemic Outcomes Among Adults With Type 2 Diabetes. The Science of Diabetes Self-Management and Care 2023;49(6):493 View
39. Alsayed A, Ismail N, Hasan L, Syed A, Embarak F, Da'u A. A systematic literature review for understanding the effectiveness of advanced techniques in diabetes self-care management. Alexandria Engineering Journal 2023;79:274 View
40. Chiaranai C, Chularee S, Saokaew S, Bhatarasakoon P, Umnuaypornlert A, Chaomuang N, Doommai N, Nimkuntod P. Effectiveness of telehealth on the glycemic control of patients with type 2 diabetes mellitus during the COVID-19 pandemic: A systematic review and meta-analysis of randomised controlled trials. International Journal of Nursing Studies Advances 2024;6:100169 View
41. Jiang Z, Huang X, Wang Z, Liu Y, Huang L, Luo X. Embodied Conversational Agents for Chronic Diseases: Scoping Review. Journal of Medical Internet Research 2024;26:e47134 View
42. Wong P, Brand G, Dix S, Choo D, Foley P, Lokmic-Tomkins Z. Pre-Registration Nursing Students' Perceptions of Digital Health Technology on the Future of Nursing. Nurse Educator 2024;49(4):E208 View
43. Leyendecker J, Prasse T, Bieler E, Yap N, Eysel P, Bredow J, Hofstetter C. Smartphone applications for remote patient monitoring reduces clinic utilization after full-endoscopic spine surgery. Journal of Telemedicine and Telecare 2024 View
44. Kurniawan M, Handiyani H, Nuraini T, Hariyati R, Sutrisno S. A systematic review of artificial intelligence-powered (AI-powered) chatbot intervention for managing chronic illness. Annals of Medicine 2024;56(1) View
45. Anisha S, Sen A, Bain C. Evaluating the Potential and Pitfalls of AI-Powered Conversational Agents as Humanlike Virtual Health Carers in the Remote Management of Noncommunicable Diseases: Scoping Review. Journal of Medical Internet Research 2024;26:e56114 View
46. Tarricone R, Petracca F, Svae L, Cucciniello M, Ciani O. Which behaviour change techniques work best for diabetes self-management mobile apps? Results from a systematic review and meta-analysis of randomised controlled trials. eBioMedicine 2024;103:105091 View
47. Cevasco K, Morrison Brown R, Woldeselassie R, Kaplan S. Patient Engagement with Conversational Agents in Health Applications 2016–2022: A Systematic Review and Meta-Analysis. Journal of Medical Systems 2024;48(1) View
48. Laymouna M, Ma Y, Lessard D, Schuster T, Engler K, Lebouché B. Roles, Users, Benefits, and Limitations of Chatbots in Health Care: Rapid Review. Journal of Medical Internet Research 2024;26:e56930 View
49. Berlot A, Chen P, Kaur S, Mowrey W, Mahali L, Gonzalez J, Wylie-Rosett J, Golestaneh L, Jariwala S. Developing and Evaluating the DiabetesXcel Mobile Application for Adult Patients With Type 2 Diabetes. Clinical Diabetes 2024;42(2):232 View
50. Park G, Lee H, Lee Y, Kim M, Jung S, Khang A, Yi D. Automated Personalized Self-care Program for Patients With Type 2 Diabetes Mellitus: A Pilot Trial. Asian Nursing Research 2024;18(2):114 View
51. Liu F, Li J, Li X, Yang Z, Wang W, Zhao L, Wu T, Huang C, Xu Y. Efficacy of telemedicine intervention in the self-management of patients with type 2 diabetes: a systematic review and meta-analysis. Frontiers in Public Health 2024;12 View
52. Liu Q, Song H, Zhang S, Zhao M, Bai X, Liu H, Duan W, Xu W, Song H, Chen L, Yin H. Efficacy of using telecare services for community-dwelling people with diabetes: A systematic review and meta-analysis. Primary Care Diabetes 2024;18(4):393 View
53. Wu P, Summers C, Panesar A, Kaura A, Zhang L. AI Hesitancy and Acceptability—Perceptions of AI Chatbots for Chronic Health Management and Long COVID Support: Survey Study. JMIR Human Factors 2024;11:e51086 View
54. Dsouza S, Venne J, Shetty S, Brand H. Identification of challenges and leveraging mHealth technology, with need-based solutions to empower self-management in type 2 diabetes: a qualitative study. Diabetology & Metabolic Syndrome 2024;16(1) View
55. Kashyap N, Sebastian A, Lynch C, Jansons P, Maddison R, Dingler T, Oldenburg B. Engagement With Conversational Agent–Enabled Interventions in Cardiometabolic Disease Management: Protocol for a Systematic Review. JMIR Research Protocols 2024;13:e52973 View
56. Eghtedari M, Goodarzi-Khoigani M, Shahshahani M, Javadzade H, Abazari P. Is Web-Based Program Effective on Self-Care Behaviors and Glycated Hemoglobin in Patients with Type 2 Diabetes: A Randomized Controlled Trial. Iranian Journal of Nursing and Midwifery Research 2023;28(6):723 View
57. Abdelmalak N, Burns J, Suhlrie L, Laxy M, Stephan A. Consideration of inequalities in effectiveness trials of mHealth applications – a systematic assessment of studies from an umbrella review. International Journal for Equity in Health 2024;23(1) View
58. Tanhapour M, Mohammadzadeh N, Rostam Niakan Kalhori S, Shakibian H, Peimani M, Nasli Esfahani E. Individualized self-care training systems for type 2 diabetes patients: a systematic review on characteristics of randomized controlled trials (RCTs). Universal Access in the Information Society 2024 View
59. Alkharis V, Asiandi , Supriyadi , Purwandari R. Design and Development of Diabestfriend Application for Digital Self Care Management of Type 2 Diabetes Mellitus Patients. Revista de Gestão Social e Ambiental 2024;18(10):e08958 View
60. Huang Y, Li S, Lu X, Chen W, Zhang Y. The Effect of Self-Management on Patients with Chronic Diseases: A Systematic Review and Meta-Analysis. Healthcare 2024;12(21):2151 View
61. Uetova E, Hederman L, Ross R, O’Sullivan D. Exploring the characteristics of conversational agents in chronic disease management interventions: A scoping review. DIGITAL HEALTH 2024;10 View
62. Raman R, Singhania M, Nedungadi P. Advancing the United Nations Sustainable Development Goals Through Digital Health Research: 25 Years of Contributions From the Journal of Medical Internet Research. Journal of Medical Internet Research 2024;26:e60025 View
63. Wu Y, Zhang J, Ge P, Duan T, Zhou J, Wu Y, Zhang Y, Liu S, Liu X, Wan E, Sun X. Application of Chatbots to Help Patients Self-Manage Diabetes: Systematic Review and Meta-Analysis. Journal of Medical Internet Research 2024;26:e60380 View

Books/Policy Documents

1. Silberman J, Sarlati S, Kaur M, Bokhari W. Diabetes Digital Health and Telehealth. View
2. Fisher E, Tang P, Coufal M, Liu Y, Luu S, Evans M, Jia W. Chronic Illness Care. View
3. Cedeno-Moreno D, Arrocha-Atencio G, Dominguez-Quintero L, Vargas-Lombardo M. ICT for Intelligent Systems. View
4. Antulay N, Adebesin F. Society 5.0. View