ArticleBMC health services research2021
Understanding acceptability in the context of text messages to encourage medication adherence in people with type 2 diabetes.
Article in BMC health services research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers, 1 of them a synthesis that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
23 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Understanding Adherence to Digital Health Technologies: Systematic Review of Predictive Factors.Journal of medical Internet research · 2025Pooled it
- Understanding the Prospective Acceptability of a Fall Prevention Exercise App Among Canadians Aged 50 Years and Older Living in the Community: Mixed Methods Study.JMIR formative research · 2026Article
- The Role of Behavioral Friction for Patients and Clinicians in a Text-Based Home Blood Pressure Monitoring Program: A Realist Evaluation.Research square · 2026Article
- Article
- An Evaluation of Digital Health Tools to Support Multidisciplinary Teams in Managing Patients with Type 2 Diabetes.Journal of multidisciplinary healthcare · 2026Review
- Empowering diabetes care: Patient practices and the role of mobile health - A qualitative exploration.Dialogues in health · 2025Article
- Knowledge and acceptability of the Lémann Index as a tool to measure disease progression and bowel damage in Crohn's disease: results from an international survey.Intestinal research · 2025Article
- Mobile Technology Adoption in Healthcare-A Behavioral Understanding of Chronic Patients' Perspective.Clinics and practice · 2025Article
- Acceptability and implementation of a comprehensive digital diabetes self-management platform (MyWay Diabetes): a qualitative protocol.BMJ open · 2025Article
- Acceptability of patient education for hypertension self-management among healthcare providers and beneficiaries in South Africa, 2024: A qualitative study.African journal of primary health care & family medicine · 2025Article
- Experiences of Using a Digital Text Messaging Intervention to Support Oral Medication Adherence for People Living With Type 2 Diabetes: Qualitative Process Evaluation.Journal of medical Internet research · 2025Article
- Acceptability of a proposed practice pharmacist-led review for opioid-treated patients with persistent pain: A qualitative study to inform intervention development.British journal of pain · 2024Article
- Co-design of an intervention to improve patient participation in discharge medication communication.International journal for quality in health care : journal of the International Society for Quality in Health Care · 2024Article
- The Acceptability of post-stroke cognitive testing through the lens of the theory of acceptability, a qualitative study.Cerebral circulation - cognition and behavior · 2024Article
- Article
- Article
- Implementing a text message-based intervention to support type 2 diabetes medication adherence in primary care: a qualitative study with general practice staff.BMC health services research · 2023Article
- Codevelopment of a Text Messaging Intervention to Support Adherence to Adjuvant Endocrine Therapy in Women With Breast Cancer: Mixed Methods Approach.Journal of medical Internet research · 2023Article
- Supporting adjuvant endocrine therapy adherence in women with breast cancer: the development of a complex behavioural intervention using Intervention Mapping guided by the Multiphase Optimisation Strategy.BMC health services research · 2022Article
- Supporting People With Type 2 Diabetes in the Effective Use of Their Medicine Through Mobile Health Technology Integrated With Clinical Care to Reduce Cardiovascular Risk: Protocol for an Effectiveness and Cost-effectiveness Randomized Controlled Trial.JMIR research protocols · 2022Article
Corrections and comments
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Authors and funding
10 authors.
Funding
Abstract
backgroundAcceptability is recognised as a key concept in the development of health interventions, but there has been a lack of consensus about how acceptability should be conceptualised. The theoretical framework of acceptability (TFA) provides a potential tool for understanding acceptability. It has been proposed that acceptability measured before use of an intervention (anticipated acceptability) may differ from measures taken during and after use (experienced acceptability), but thus far this distinction has not been tested for a specific intervention. This paper 1) directly compares ratings of anticipated and experienced acceptability of a text message-based intervention, 2) explores the applicability of the TFA in a technology-based intervention, and 3) uses these findings to inform suggestions for measuring acceptability over the lifespan of technology-based health interventions.
methodsData were obtained from a quantitative online survey assessing anticipated acceptability of the proposed text messages (n = 59) and a 12-week proof-of-concept mixed methods study assessing experienced acceptability while receiving the text messages (n = 48). Both quantitative ratings by return text message, and qualitative data from participant interviews were collected during the proof-of-concept study.
resultsThe quantitative analysis showed anticipated and experienced acceptability were significantly positively correlated (r
conclusionsThe high correlation between anticipated and experienced acceptability was a surprising finding and could indicate that, in some cases, acceptability of an intervention can be gauged adequately from an anticipated acceptability study, prior to an expensive pilot or feasibility study. Directly exploring perceptions of appropriateness and understanding whether the acceptability described by participants is related to the intervention or the research - and is for themselves or others - is important in interpreting the results and using them to further develop interventions and predict future use.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.