ArticleBMC public health2019
Mixed methods evaluation of implementation and outcomes in a community-based cancer prevention intervention.
Article in BMC public health, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 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.
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Who cites it
12 citing papers in PubMed.
- Integrating mathematical modelling and artificial intelligence to combat emerging viral syndemics: A systematic review.New microbes and new infections · 2026Review
- Participatory system dynamics in implementation science practice: a scoping review of methods, contexts and outcomes.BMJ open quality · 2026Article
- Hiding in plain sight: Cooperative Extension as an underutilized approach to improving cancer survivorship outcomes in underserved populations.Journal of cancer survivorship : research and practice · 2026Article
- Implementing quality improvement in vascular services: a qualitative study.BMJ open quality · 2026Article
- Barriers and facilitators of the implementation of mammography screening in the Brazilian public health system: scoping review.BMC public health · 2025Article
- Health Literacy, Individual and Community Engagement, and Cardiovascular Risks and Disparities:JACC. CardioOncology · 2024Review
- Implementation of the Diabetes Prevention Program in Georgia Cooperative Extension According to RE-AIM and the Consolidated Framework for Implementation Research.Prevention science : the official journal of the Society for Prevention Research · 2024Article
- Barriers and facilitators to implementation of nutrition-related actions in school settings in low- and middle-income countries (LMICs): a qualitative systematic review using the Consolidated Framework for Implementation Research (CFIR).Implementation science communications · 2023Article
- A framework for the implementation of certification procedures in nurse level: a mixed approach study.BMC health services research · 2021Article
- Evaluating the implementation of a chronic obstructive pulmonary disease management program using the Consolidated Framework for Implementation Research: a case study.BMC health services research · 2021Article
- Evaluation of multi-level barriers and facilitators in a large diabetic retinopathy screening program in federally qualified health centers: a qualitative study.Implementation science communications · 2021Article
- Perceptions and attitudes of health-related social needs program facilitators within community pharmacies: A mixed methods study.Journal of the American Pharmacists Association : JAPhAArticle
Corrections and comments
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Authors and funding
6 authors.
Funding
Abstract
backgroundCommunity-based educational programs can complement clinical strategies to increase cancer screenings and encourage healthier lifestyles to reduce cancer burden. However, implementation quality can influence program outcomes and is rarely formally evaluated in community settings. This mixed-methods study aimed to characterize implementation of a community-based cancer prevention program using the Consolidated Framework for Implementation Research (CFIR), determine if implementation was related to participant outcomes, and identify barriers and facilitators to implementation that could be addressed.
methodsThis study utilized quantitative participant evaluation data (n = 115) and quantitative and qualitative data from semi-structured interviews with program instructors (N = 13). At the participant level, demographic data (age, sex, insurance status) and behavior change intention were captured. Instructor data included implementation of program components and program attendance to create a 7-point implementation score of fidelity and reach variables. Degree of program implementation (high and low) was operationalized based on these variables (low: 0-4, high: 5-7). Relationships among degree of implementation, participant demographics, and participant outcomes (e.g., intent to be physically active or limit alcohol) were assessed using linear or ordinal logistic mixed effects models as appropriate. Interview data were transcribed and coded deductively for CFIR constructs, and constructs were then rated for magnitude and valence. Patterns between ratings of high and low implementation programs were used to determine constructs that manifested as barriers or facilitators.
resultsProgram implementation varied with scores ranging from 4 to 7. High implementation was related to greater improvements in intention to be physically active (p < 0.05), achieve a healthy weight (p < 0.05), and limit alcohol (p < 0.01). Eight constructs distinguished between high and low implementation programs. Design quality and packaging, compatibility, external change agents, access to knowledge and information, and experience were facilitators of implementation and formally appointed internal implementation leaders was a barrier to implementation.
conclusionsAs higher implementation was related to improved participant outcomes, program administrators should emphasize the importance of fidelity in training for program instructors. The CFIR can be used to identify barriers and/or facilitators to implementation in community interventions, but results may be unique from clinical contexts.
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