ArticleSystems research and behavioral science
Community-based system dynamics modelling of stigmatized public health issues: Increasing diverse representation of individuals with personal experiences.
Article in Systems research and behavioral science. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 2 of them syntheses 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
14 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Participatory systems mapping: a review of population health research practice.Health research policy and systems · 2026Pooled it
- Success of community-based system dynamics in prevention interventions: A systematic review of the literature.Frontiers in public health · 2023Pooled it
- Linking Reductions in Alcohol and Birth Control Use Risk Behavior to Prevention of Alcohol-Exposed Pregnancy: A Population-Level Simulation of Preconceptual Prevention Programs.Alcohol, clinical & experimental research · 2026Article
- Complexity Science in Domestic Abuse Literature: A Systematic Scoping Review.Trauma, violence & abuse · 2026Article
- A systematic review of operational research modelling for alcohol consumption and its consequences.Health systems (Basingstoke, England) · 2026Review
- A participatory systems approach for visualizing and testing implementation strategies and mechanisms: evidence adoption in community coalitions.Implementation science communications · 2025Article
- Moving from reactive response to proactive prevention of emerging infectious diseases: Socio-ecological systems mapping in the Democratic Republic of the Congo.PLOS global public health · 2025Article
- Conceptualising the value of simulation modelling for public engagement with policy: a critical literature review.Health research policy and systems · 2023Review
- Strengthening a Weak Link: Transparency of Causal Loop Diagrams, Current State and Recommendation.System dynamics review · 2023Article
- Systems thinking in local government: intervention design and adaptation in a community-based study.Health research policy and systems · 2023Article
- The use of participatory systems mapping as a research method in the context of non-communicable diseases and risk factors: a scoping review.Health research policy and systems · 2023Article
- A Systematic Review of Systems Science Approaches to Understand and Address Domestic and Gender-Based Violence.Journal of family violence · 2023Article
- Participatory Modeling for High Complexity, Multi-System Issues: Challenges and Recommendations for Balancing Qualitative Understanding and Quantitative Questions.System dynamics reviewArticle
- Grounding alcohol simulation models in empirical and theoretical alcohol research: a model for a Northern Plains population in the United States.System dynamics reviewArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
Abstract
Utility of community-based system dynamics (CBSD) models on stigmatized public health issues and health disparities depends upon how representative the model is to real-world experience within the community. "Personal experience" participants (PEP), especially from marginalized groups, are essential model contributors, but are often underrepresented in modeling groups due to multiple barriers. This study details a method to increase PEP representation for models on stigmatized issues. We use a case study from a CBSD project on health disparities within the association between alcohol misuse (AM) and intimate partner violence (IPV) for Northern Plains Indigenous women. Short group model building sessions were held at three community organizations providing relevant resources. Each model contributed unique system components, and there were few similarities between models. A consolidated model provided a rich picture of the complex system. Adding brief PEP-based group modeling sessions can enhance PEP representation in model development for stigmatized public health issues.
Indexed as
Identifiers
What OpenQuestion holds
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.