ArticleJMIR mHealth and uHealth2016
Unpacking the Black Box: A Formative Research Approach to the Development of Theory-Driven, Evidence-Based, and Culturally Safe Text Messages in Mobile Health Interventions.
Article in JMIR mHealth and uHealth, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03978429 (A Cluster Randomized, Parallel-group, Superiority Study to Compare the Effectiveness of a Community-based mHealth Strategy Versus Enhanced Usual Care in the Detection and Management of Pre-eclampsia/Eclampsia in Tanzania), which is not on this map. Cited by 49 papers, 3 of them syntheses 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.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
A Cluster Randomized, Parallel-group, Superiority Study to Compare the Effectiveness of a Community-based mHealth Strategy Versus Enhanced Usual Care in the Detection and Management of Pre-eclampsia/Eclampsia in Tanzania
Who cites it
49 citing papers in PubMed, 3 syntheses or guidelines pooled it, 96 citations in OpenAlex.
- Mobile phone-based interventions for improving adherence to medication prescribed for the primary prevention of cardiovascular disease in adults.The Cochrane database of systematic reviews · 2021Pooled it
- Mobile Health for First Nations Populations: Systematic Review.JMIR mHealth and uHealth · 2019Pooled it
- Examining Development Processes for Text Messaging Interventions to Prevent Cardiovascular Disease: Systematic Literature Review.JMIR mHealth and uHealth · 2019Pooled it
- Implementation of an mHealth intervention to increase adherence to triage among HPV positive women with HPV-self-collection (ATICA study): post-implementation evaluation from the women's perspective.BMC women's health · 2023Trial
- Process evaluation of a brief messaging intervention to improve diabetes treatment adherence in sub-Saharan Africa.BMC public health · 2021Trial
- Intervention development of a brief messaging intervention for a randomised controlled trial to improve diabetes treatment adherence in sub-Saharan Africa.BMC public health · 2021Trial
- Analysis of the Implementation, User Perspectives, and Feedback From a Mobile Health Intervention for Individuals Living With Hypertension (DREAM-GLOBAL): Mixed Methods Study.JMIR mHealth and uHealth · 2019Trial
- Wise Practices for Cultural Safety in Electronic Health Research and Clinical Trials With Indigenous People: Secondary Analysis of a Randomized Clinical Trial.Journal of medical Internet research · 2019Trial
- Diagnosing hypertension in Indigenous Canadians (DREAM-GLOBAL): A randomized controlled trial to compare the effectiveness of short message service messaging for management of hypertension: Main results.Journal of clinical hypertension (Greenwich, Conn.) · 2019Trial
- Exploring Response Patterns to Motivational Messages Supporting Physical Activity: Latent Class Analysis.JMIR human factors · 2026Article
- Implementation and acceptability of a community based intervention for cervical cancer screening amongst women of reproductive age in Kiambu County, Kenya.BMC research notes · 2026Article
- AI-Assisted Diagnostic Evaluation of IHC in Forensic Pathology: A Comparative Study with Human Scoring.Diagnostics (Basel, Switzerland) · 2025Article
- Perceptions of User-Generated Content as a Source of Health Messages in Smoking Cessation Mobile Interventions: Focus Group Study.JMIR human factors · 2025Article
- The Evolution of Hypertension Management in Canada: A Review of the Current Guidelines.Cureus · 2025Review
- Digital health tools in hypertension management in sub-Saharan Africa: a scoping review of barriers and facilitators of adoption into mainstream healthcare.BMJ health & care informatics · 2025Article
- Essential Coaching for Every Mother Tanzania (ECEM-TZ): Protocol for a Type 1 Hybrid Effectiveness-Implementation Randomized Controlled Trial.JMIR research protocols · 2024Article
- Behavioral Nudging With Generative AI for Content Development in SMS Health Care Interventions: Case Study.JMIR AI · 2024Article
- Scoping review of telehealth use by Indigenous populations from Australia, Canada, New Zealand, and the United States.Journal of telemedicine and telecare · 2024Article
- Preferences for Text Messaging Supports During Youth Transition to Adult Mental Health Services: Theory-Informed Modified e-Delphi Study.JMIR formative research · 2024Article
- Development of a customized m-Health-based intervention to reduce loss to follow-up among patients undergoing treatment for cervical lesions at a rural referral Hospital, South Western Uganda.Gynecologic oncology reports · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
12 authors at 5 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundMobile-cellular subscriptions have increased steadily over the past decade. The accessibility of SMS messages over existing mobile networks is high and has almost universal availability even on older and unsophisticated mobile phones and in geographic settings where wireless coverage is weak. There is intensive exploration of this inexpensive mobile telecommunication technology to improve health services and promote behavior change among vulnerable populations. However, a neglected area of research is the documentation and critical analysis of the formative research process required in the development and refinement of effective SMS messages.
objectiveThe objective of this qualitative research study was to identify major factors that may impact on the effectiveness of evidence-based SMS messages designed to reduce health inequities in hypertension management in low resource settings, including Aboriginal populations in high-income countries and rural populations in low-income countries. Specifically, we were interested in uncovering the range of mediators that impact on appropriate message content transmission and, ultimately, on health behavior improvements in a range of these sociocultural settings.
methodsCollaborative qualitative research with Canadian Aboriginal and Tanzanian participants was conducted to deconstruct the content and transmission of evidence-based health information contained in SMS messages in the context of an international research project designed to address health inequalities in hypertension, and to develop a grounded theory of the major factors that mediate the effectiveness of this communication. We also examined the interrelationship of these mediators with the three essential conditions of the behavior system of the Behavioral Change Wheel model (capability, opportunity, and motivation) and cultural safety.
resultsFour focus groups with a total of 45 participants were conducted. Our grounded theory research revealed how discrepancies develop between the evidence-based text message created by researchers and the message received by the recipient in mobile health interventions. These discrepancies were primarily generated by six mediators of meaning in SMS messages: (1) negative or non-affirming framing of advocacies, (2) fear- or stress-inducing content, (3) oppressive or authoritarian content, (4) incongruity with cultural and traditional practices, (5) disconnect with the reality of the social determinants of health and the diversity of cultures within a population, and (6) lack of clarity and/or practicality of content. These 6 mediators of meaning provide the basis for sound strategies for message development because they impact directly on the target populations' capability, opportunity, and motivation for behavior change.
conclusionsThe quality of text messages impacts significantly on the effectiveness of a mobile health intervention. Our research underscores the urgent need for interventions to incorporate and evaluate the quality of SMS messages and to examine the mediators of meaning within each targeted cultural and demographic group. Reporting on this aspect of mobile health intervention research will allow researchers to move away from the current black box of SMS text message development, thus improving the transparency of the process as well as the quality of the outcomes.
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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.