ArticleImplementation science : IS2022
Methods for capturing and analyzing adaptations: implications for implementation research.
Article in Implementation science : IS, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03590041 (Invested in Diabetes), which is not on this map. Cited by 34 papers.
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.
Invested in Diabetes: Comparing Patient-Centered Outcomes of Standardized Versus Patient-Driven Diabetes Shared Medical Appointments (PCORI IHS-1609-36322)
Who cites it
34 citing papers in PubMed.
- A cross-sectional study assessing modifications to the delivery of a multi-component implementation strategy (the Get Outside, Get Active program) to improve child physical activity in early childhood education and care services.Health promotion journal of Australia : official journal of Australian Association of Health Promotion Professionals · 2025Trial
- Tracking modifications to implementation strategies: a case study from SNaP - a hybrid type III randomized controlled trial to scale up integrated systems navigation and psychosocial counseling for PWID with HIV in Vietnam.BMC medical research methodology · 2024Trial
- Using FRAME to characterize provider-identified adaptations to a stepped care intervention for adolescents and youth living with HIV in Kenya: a mixed methods approach.Journal of the International AIDS Society · 2024Trial
- Sustaining Diabetes Shared Medical Appointments After a Pragmatic Trial.Journal of the American Board of Family Medicine : JABFMTrial
- Integrating Artificial Intelligence in Nursing Practice With Decubitus Risk Prediction Alerts: A Pilot Process Evaluation.Journal of clinical nursing · 2026Article
- Adapting compassionate mind training into guided self-help for parents of autistic children.Psychology and psychotherapy · 2026Article
- Mapping Methods: Charting Future Priorities for Research Methods in Dissemination and Implementation Science.Research square · 2026Article
- Ten Healthcare Delivery Trends and Their Measurement and Methodological Implications for Cancer Health Services Research.Health services research · 2026Article
- Adapting a culturally grounded diabetes prevention program for Latino families in the Phoenix, Arizona metropolitan area - A mixed methods approach.Preventive medicine reports · 2026Article
- Multi-method, longitudinal documentation of adaptations and their impact in the Accelerating Colorectal Cancer Screening and Follow-up through Implementation Science San Diego colorectal cancer screening implementation study.Translational behavioral medicine · 2026Article
- The challenge of adopting the health assessment when implementing antenatal and postnatal Group Care: identifying and understanding cross-country modifications and corresponding strategies to enable its adoption.Implementation science communications · 2026Article
- Flexible Fidelity: Adaptation of the ICU-PAUSE Handoff Tool During Implementation Across 11 ICUs.Critical care explorations · 2026Article
- Exploring modifications to rapid response systems in Norwegian hospital units.Implementation science communications · 2025Article
- Modifications of a Parenting Program in the Context of Scaling-Up and Scaling-Out: Documenting Furaha Teens in Tanzania Using FRAME.Prevention science : the official journal of the Society for Prevention Research · 2025Article
- Adaptations and modifications to the 15-method in Danish general practice classified using the framework for reporting adaptations and modifications to evidence-based interventions (FRAME).Addiction science & clinical practice · 2025Article
- Narrowing the health equity gap. How can implementation science proactively facilitate the cultural adaptation of public health innovations?Bundesgesundheitsblatt, Gesundheitsforschung, Gesundheitsschutz · 2025Review
- Methodological recommendations for assessing the impact of adaptations on outcomes in implementation research.Implementation science : IS · 2025Article
- Systematic adaptation of public health palliative care interventions across settings using ADAPT guidance: Methodological learnings from the EU NAVIGATE project.Palliative medicine · 2025Article
- Adapting Public Health and Health Services Interventions in Diverse, Real-World Settings: Documentation and Iterative Guidance of Adaptations.Annual review of public health · 2025Review
- Strengthening Kenya's public health response to reproductive coercion and intimate partner violence in family planning clinics: applying the FRAME + IS approach.Frontiers in reproductive health · 2025Article
Corrections and comments
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Authors and funding
8 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundInterventions are often adapted; some adaptations may provoke more favorable outcomes, whereas some may not. A better understanding of the adaptations and their intended goals may elucidate which adaptations produce better outcomes. Improved methods are needed to better capture and characterize the impact of intervention adaptations.
methodsWe used multiple data collection and analytic methods to characterize adaptations made by practices participating in a hybrid effectiveness-implementation study of a complex, multicomponent diabetes intervention. Data collection methods to identify adaptations included interviews, observations, and facilitator sessions resulting in transcripts, templated notes, and field notes. Adaptations gleaned from these sources were reduced and combined; then, their components were cataloged according to the framework for reporting adaptations and modifications to evidence-based interventions (FRAME). Analytic methods to characterize adaptations included a co-occurrence table, statistically based k-means clustering, and a taxonomic analysis.
resultsWe found that (1) different data collection methods elicited more overall adaptations, (2) multiple data collection methods provided understanding of the components of and reasons for adaptation, and (3) analytic methods revealed ways that adaptation components cluster together in unique patterns producing adaptation "types." These types may be useful for understanding how the "who, what, how, and why" of adaptations may fit together and for analyzing with outcome data to determine if the adaptations produce more favorable outcomes rather than by adaptation components individually.
conclusionAdaptations were prevalent and discoverable through different methods. Enhancing methods to describe adaptations may better illuminate what works in providing improved intervention fit within context.
trial registrationThis trial is registered on clinicaltrials.gov under Trial number NCT03590041 , posted July 18, 2018.
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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.