ArticleObesity reviews : an official journal of the International Association for the Study of Obesity2025
Causal Loop Diagrams of Food Systems, Diet, and Obesity: A Scoping Review of Methods, Contextual Factors, and Outcomes.
Article in Obesity reviews : an official journal of the International Association for the Study of Obesity, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
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
3 citing papers in PubMed.
- Using systems archetypes to understand system behaviour and identify leverage points for change in local obesity prevention in The Netherlands.Health promotion international · 2026Article
- Causal Loop Diagrams of Food Systems, Diet, and Obesity: A Scoping Review of Methods, Contextual Factors, and Outcomes.Obesity reviews : an official journal of the International Association for the Study of Obesity · 2025Article
- Assessment of health management strategies and socioeconomic factors contributing to obesity in urban populations.Bioinformation · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
Abstract
This scoping review characterizes the literature on qualitative systems methodologies that guide interest-holders in developing causal loop diagrams focused on food systems, diet, and obesity. Peer-reviewed research using interest-holder-driven causal loop diagrams to examine food environments, access, purchasing, diet, obesity, and related interventions/policies was included. A comprehensive search of six databases (ProQuest Central, Scopus, Web of Science, Ovid MEDLINE, Embase, and Emcare) yielded 40 eligible studies from a pool of 1370 unique records. We synthesize study characteristics, the intended uses of causal loop diagrams, methodological approaches, evaluation processes, and key findings. While all studies identified individual and behavioral drivers of obesity, studies based in the Global South more frequently featured structural factors such as racism, discrimination, crime, and incarceration. Papers focused on engaging minoritized populations similarly emphasized structural-level themes such as urban agriculture, gentrification, community investment, and capacity building. Our findings highlight the potential of causal loop diagrams to capture the interconnectedness and complexity of food systems, diet, and obesity, along with gaps in the geographical coverage of study efforts, as well as the representation of key populations in current conceptualizations of food systems. This review offers methodological insights for researchers and practitioners seeking to apply causal loop diagrams to understand and address complex public health issues related to food systems, diet, and obesity within their local contexts.
Indexed as
Identifiers
What Socratic 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 Socratic graph.