Participant experiences in a smartphone-based health coaching intervention for type 2 diabetes: A qualitative inquiry
Abstract
Introduction: We investigated the experience of individuals diagnosed with type 2 diabetes mellitus (T2DM) who participated in an intervention in which the key elements were the provision of a smartphone and self-monitoring software. The interviews focused on use of a smartphone and the effects on motivation for health behavior change. Methods: This was a qualitative evaluation of participants in a larger T2DM self-management randomized controlled trial (RCT) conducted at the Black Creek Community Health Centre (BCCHC) in Toronto, Canada (ClinicalTrials.gov Identifier: NCT02036892). The study is based on semi-structured interviews ( n = 11) that were audio taped and analyzed with a thematic analytic approach. The RCT compared the effectiveness of six months of smartphone-based self-monitoring and health coaching with a control group who received health coaching without internet or smartphone-based assistance. Results: Qualitative data analyses resulted in derivation of four major themes that describe participant experience: (a) ‘smartphone and software’, describes smartphone use in relation to health behavior change; (b) ‘health coach’ describes how client/health coach relationships were assisted by smartphone use; (c) ‘overall experience’ describes perceptions of the overall intervention; and (d) ‘frustrations in managing chronic conditions’ describes difficulties with the complexities of T2DM management from a patient perspective. Discussion: Findings suggest that interventions with T2DM assisted by smartphone software and health coaches actively engage individuals in improved hemoglobin A1c (HbA1c) control.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
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?
Past successes with text messaging-assisted interventions (with critical medical outcomes) further influenced the emphasis on text messaging between navigator coaches and patients.
“Past successes with text messaging–assisted interventions (with critical medical outcomes) [18-20] further influenced the emphasis on text messaging between navigator coaches and patients.”
From Online Mindfulness-Based Cognitive Behavioral Therapy Intervention for Youth With Major Depressive Disorders: Randomized Controlled Trial. (2021) · cites this paper as [20]
Our experiences with navigation coaching include assisting patients with type 2 diabetes to reduce hemoglobin A1c blood levels and assisting individuals in undertaking colorectal cancer screening.
“Our experiences with navigation coaching include assisting patients with type 2 diabetes to reduce hemoglobin A1c blood levels [18-20] and assisting individuals in undertaking colorectal cancer screening [25].”
From Online Mindfulness-Based Cognitive Behavioral Therapy Intervention for Youth With Major Depressive Disorders: Randomized Controlled Trial. (2021) · cites this paper as [20]
Cites
Using thematic analysis in psychology
Braun, V., & Clarke, V. (2006) · Qualitative Research in Psychology · doi:10.1191/1478088706qp063oa · Cited by 194,414 · see citing works
Guest, G., MacQueen, K., & Namey, E. (2012) · doi:10.4135/9781483384436 · Cited by 7,924 · see citing works
O’Reilly, M., & Parker, N. (2013) · Qualitative Research · doi:10.1177/1468794112446106 · Cited by 1,943 · see citing works
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
Integrative Health Coaching for Patients With Type 2 Diabetes
Wolever, R. Q., Dreusicke, M., Fikkan, J., Hawkins, T. V., Yeung, S., Wakefield, J., Duda, L., Flowers, P., Cook, C., & Skinner, E. (2010) · The Diabetes Educator · doi:10.1177/0145721710371523 · Cited by 317 · see citing works
Results of a Successful Telephonic Intervention to Improve Diabetes Control in Urban Adults
Walker, E. A., Shmukler, C., Ullman, R., Blanco, E., Scollan‐Koliopoulos, M., & Cohen, H. W. (2010) · Diabetes Care · doi:10.2337/dc10-1005 · Cited by 164 · see citing works
Nundy, S., Dick, J. J., Chou, C.-H., Nocon, R. S., Chin, M. H., & Peek, M. E. (2014) · Health Affairs · doi:10.1377/hlthaff.2013.0589 · Cited by 144 · see citing works
A Nurse-Coaching Intervention for Women With Type 2 Diabetes
Whittemore, R., Melkus, G. D., Sullivan, A. M., & Grey, M. J. (2004) · The Science of Diabetes Self-Management and Care · doi:10.1177/014572170403000515 · Cited by 133 · see citing works
Wayne, N., & Ritvo, P. (2014) · Journal of Medical Internet Research · doi:10.2196/jmir.3180 · Cited by 90 · see citing works
Self-citationDesigning mobile dietary management support technologies for people with diabetes
Årsand, E., Tufano, J. T., Ralston, J. D., & Hjortdahl, P. (2008) · Journal of Telemedicine and Telecare · doi:10.1258/jtt.2008.007001 · Cited by 84 · see citing works
McBrien, K., Manns, B., Chui, B. K., Klarenbach, S. W., Rabi, D. M., Ravani, P., Hemmelgarn, B. R., Wiebe, N., Au, F., & Clement, F. M. (2012) · Diabetes Care · doi:10.2337/dc12-0862 · Cited by 77 · see citing works
Addressing the Burden of Diabetes
Seaquist, E. R. (2014) · JAMA · doi:10.1001/jama.2014.6451 · Cited by 38 · see citing works
(2013) · Canadian Journal of Diabetes · doi:10.1016/s1499-2671(13)00192-5 · Cited by 36 · see citing works
Diabetes Health Coaching Improves Medication Adherence: A Pilot Study
Melko, C. N., Terry, P. E., Camp, K., Xi, M., & Healey, M. L. (2009) · American Journal of Lifestyle Medicine · doi:10.1177/1559827609351131 · Cited by 20 · see citing works
Howard, L., & Hagen, B. (2012) · Education for Health · doi:10.4103/1357-6283.99210 · Cited by 12 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
T2DM Self-Management via Smartphone Applications: A Systematic Review and Meta-Analysis
Cui, M., Wu, X., Mao, J., Wang, X., & Nie, M. (2016) · PLOS ONE · doi:10.1371/journal.pone.0166718 · Cited by 269 · see citing works
Wayne, N., Perez, D. F., Kaplan, D. M., & Ritvo, P. (2015) · Journal of Medical Internet Research · doi:10.2196/jmir.4871 · Cited by 192 · see citing works
Self-citationMichaelides, A., Raby, C., Wood, M., Farr, K., & Toro-Ramos, T. (2016) · BMJ Open Diabetes Research & Care · doi:10.1136/bmjdrc-2016-000264 · Cited by 128 · see citing works
Pirbaglou, M., Katz, J., Motamed, M., Pludwinski, S., Walker, K., & Ritvo, P. (2018) · American Journal of Health Promotion · doi:10.1177/0890117118758234 · Cited by 83 · see citing works
Self-citationRitvo, P., Knyahnytska, Y., Pirbaglou, M., Wang, W., Tomlinson, G., Zhao, H., Linklater, R., Bai, S., Kirk, M., Katz, J., et al. (2021) · Journal of Medical Internet Research · doi:10.2196/24380 · Cited by 48 · see citing works
“Online CBT-M research with student and adult populations has yielded psychometric and neurophysiological [10-20] benefits in single-arm and randomized controlled trials (RCTs).”
Self-citation
- Authors
- Pludwinski, S., Ahmad, F., Wayne, N., & Ritvo, P.
- Affiliations
- York University (CA)
- University Health Network (CA)
- Corresponding author
- Ritvo, Paul
- Venue
- Journal of Telemedicine and Telecare
- Publisher
- SAGE Publications
- Published
- 2015-07-21
- Volume
- 22
- Issue
- 3
- Pages
- 172-178
- ISSN
- 1357-633X (ISSN-L)
- 1758-1109
- OpenAlex
- W2283882437
- Cited by
- 65
- References
- 15
- Citations by year
- 2026: 1 · 2025: 3 · 2024: 3 · 2023: 7 · 2022: 8 · 2021: 8 · 2020: 7 · 2019: 6 · 2018: 12 · 2017: 6 · 2016: 3 · 2015: 1
- FWCI
- 13.48
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Telemedicine and Telecare (publishedVersion)
- PubMed (publishedVersion)
- YorkSpace (York University) (submittedVersion)
- Funders
- Public Health Agency of Canada
- Health Canada
- 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 › Public Health, Environmental and Occupational Health › Telemedicine and Telehealth Implementation
- Keywords
- type 2 diabetes, health behavior change, patient experience, chronic disease self-management, HbA1c control, diabetes self-management
- MeSH terms
- Smartphone, Mentoring, Adult, Aged, Canada, Counseling, Diabetes Mellitus, Type 2, Female, Health Promotion, Glycated Hemoglobin, Humans, Male, Middle Aged, Motivation, Self Care, Social Support, Health Behavior, Disease Management, Qualitative Research
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