Trial reportBMC medical research methodology2014
Reasons for participation and non-participation in a diabetes prevention trial among women with prior gestational diabetes mellitus (GDM).
Trial report in BMC medical research methodology, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
28 citing papers in PubMed, 1 synthesis or guideline pooled it, 55 citations in OpenAlex.
- Preconception Care Education for Women With Diabetes: A Systematic Review of Conventional and Digital Health Interventions.Journal of medical Internet research · 2016Pooled it
- Recruiting and Consenting Decentralized Clinical Trial Participants-Learnings from the Trials@Home RADIAL Proof-of-Concept Trial.Clinical pharmacology and therapeutics · 2025Trial
- Health promotion intervention among women with recent gestational diabetes mellitus: penetration, participation, and baseline findings from the Face-it randomized controlled trial.BMJ open diabetes research & care · 2023Trial
- Experiences of using a digital type 2 diabetes prevention application designed to support women with previous gestational diabetes.BMC health services research · 2021Trial
- A Smartphone App (TRIANGLE) to Change Cardiometabolic Risk Behaviors in Women Following Gestational Diabetes Mellitus: Intervention Mapping Approach.JMIR mHealth and uHealth · 2021Trial
- Trial
- Employing a Multi-level Approach to Recruit a Representative Sample of Women with Recent Gestational Diabetes Mellitus into a Randomized Lifestyle Intervention Trial.Maternal and child health journal · 2016Trial
- Can the Onset of Type 2 Diabetes Be Delayed by a Group-Based Lifestyle Intervention in Women with Prediabetes following Gestational Diabetes Mellitus (GDM)? Findings from a Randomized Control Mixed Methods Trial.Journal of diabetes research · 2015Trial
- An eHealth-Delivered Total Diet Replacement Intervention for Type 2 Diabetes Remission: Single-Arm Pilot Study.JMIR diabetes · 2026Article
- Community-engaged design of a virtual diabetes prevention program intervention with care coordination.BMC health services research · 2026Article
- Barriers and Facilitators to Participation in the Employees' Health Cohort Study of Iran (EHCSIR): A Qualitative Content Analysis.Medical journal of the Islamic Republic of Iran · 2026Article
- Gestational Diabetes Mellitus: Mechanisms Underlying Maternal and Fetal Complications.Endocrinology and metabolism (Seoul, Korea) · 2025Review
- Influences on clinical trial participation: Enhancing recruitment through a gender lens - A scoping review.Contemporary clinical trials communications · 2024Article
- Physical Activity Participation of Black and White Women during the First Year Postpartum: Results and Study Recruitment Strategies.Healthcare (Basel, Switzerland) · 2023Article
- Association of Type 2 Diabetes Risk Perception With Interest in Diabetes Prevention Strategies Among Women With a History of Gestational Diabetes.Diabetes spectrum : a publication of the American Diabetes Association · 2022Article
- Involving and engaging pregnant women in maternity-related research: reflections on an innovative approach.Research involvement and engagement · 2021Article
- A Comparison of Recruitment Methods for a Prospective Cohort Study of Perinatal Psychoneuroimmunology among Black American Women.Journal of urban health : bulletin of the New York Academy of Medicine · 2021Article
- The Food, Feelings, and Family Study: comparison of the efficacy of traditional methods, social media, and broadcast email to recruit pregnant women to an observational, longitudinal nutrition study.BMC pregnancy and childbirth · 2021Observational
- Recruitment, experience, and retention among women with HIV and hazardous drinking participating in a clinical trial.BMC public health · 2020Article
- Lifestyle intervention programme for Indian women with history of gestational diabetes mellitus.Global health, epidemiology and genomics · 2019Observational
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundGestational diabetes mellitus (GDM) is a risk factor for the development of type 2 diabetes. Lifestyle intervention can prevent progression to type 2 diabetes in high risk populations. We designed a randomised controlled trial (RCT) to evaluate the effectiveness of an established lifestyle intervention compared to standard care for delaying diabetes onset in European women with recent GDM. Recruitment into the RCT was more challenging than anticipated with only 89 of 410 (22%) women agreeing to participate. This paper identifies factors that could enhance participation of the target population in future interventions.
methodsWe hypothesised that women who agreed to participate would have higher diabetes risk profiles than those who declined, and secondly that it would be possible to predict participation on the bases of those risk factors. To test our hypothesis, we identified the subset of women for whom we had comprehensive data on diabetes risks factors 3-5 years following GDM, reducing the sample to 43 participants and 73 decliners. We considered established diabetes risk factors: smoking, daily fruit and vegetable intake, participation in exercise, family history of diabetes, glucose values and BMI scores on post-partum re-screens, use of insulin during pregnancy, and age at delivery. We also analysed narrative data from 156 decliners to further understand barriers to and facilitators of participation.
resultsTwo factors differentiated participants and decliners: age at delivery (with women older than 34 years being more likely to participate) and insulin use during pregnancy (with women requiring the use of insulin in pregnancy less likely to participate). Binary logistic regression confirmed that insulin use negatively affected the odds of participation. The most significant barriers to participation included the accessibility, affordability and practicality of the intervention.
conclusionsWomen with recent GDM face multiple barriers to lifestyle change. Intervention designers should consider: (i) the practicalities of participation for this population, (ii) research designs that capitalise on motivational differences between participants, (iii) alleviating concerns about long-term diabetes management. We hope this work will support future researchers in developing interventions that are more relevant, effective and successful in recruiting the desired population.
trial registrationCurrent Controlled Trials ISRCTN41202110.
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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.