Evidence map›Paper›PMID 35544522›Full record

ArticlePloS one2022

Generating change through collective impact and systems science for childhood obesity prevention: The GenR8 Change case study.

Kristy A Bolton, Penny Fraser, Janette Lowe, Marj Moodie, Colin Bell, Claudia Strugnell, Josh Hayward, Jaimie McGlashan, Lynne Millar, Jillian Whelan and 2 more

Open access · goldAbstract read
In one paragraph

Article in PloS one, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
27citing papers in PubMed, 3 pooled it
11.7field-weighted citation impact, top 1% of its field
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

27 citing papers in PubMed, 3 syntheses or guidelines pooled it, 45 citations in OpenAlex.

  1. Pooled it
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  7. 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 · 2025
    Article
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  11. Systems approaches in public health: beyond mapping the causes.The international journal of behavioral nutrition and physical activity · 2025
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors at 2 institutions in 1 country.

Kristy A BoltonGlobal Obesity Centre (GLOBE), Institute for Health Transformation, Deakin University, Geelong, Victoria, Australia.ORCID 0000-0001-6721-4503
Penny FraserGlobal Obesity Centre (GLOBE), Institute for Health Transformation, Deakin University, Geelong, Victoria, Australia.
Janette LoweSouthern Grampians Glenelg Primary Care Partnership, Hamilton, Victoria, Australia.
Marj MoodieGlobal Obesity Centre (GLOBE), Institute for Health Transformation, Deakin University, Geelong, Victoria, Australia.
Colin BellGlobal Obesity Centre (GLOBE), Institute for Health Transformation, Deakin University, Geelong, Victoria, Australia.
Claudia StrugnellGlobal Obesity Centre (GLOBE), Institute for Health Transformation, Deakin University, Geelong, Victoria, Australia.
Josh HaywardGlobal Obesity Centre (GLOBE), Institute for Health Transformation, Deakin University, Geelong, Victoria, Australia.
Jaimie McGlashanGlobal Obesity Centre (GLOBE), Institute for Health Transformation, Deakin University, Geelong, Victoria, Australia.
Lynne MillarSchool of Population Health, Curtin University, Bentley, Western Australia, Australia.ORCID 0000-0001-8435-4735
Jillian WhelanGlobal Obesity Centre (GLOBE), Institute for Health Transformation, Deakin University, Geelong, Victoria, Australia.
Andrew BrownGlobal Obesity Centre (GLOBE), Institute for Health Transformation, Deakin University, Geelong, Victoria, Australia.
Steven AllenderGlobal Obesity Centre (GLOBE), Institute for Health Transformation, Deakin University, Geelong, Victoria, Australia.
Deakin University · AUCurtin University · AU

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundCommunity-based interventions have shown promise in reducing childhood overweight and obesity. However, they have been critiqued for using linear logic models. Participatory community-based systems approaches are posited as addressing the complexity of non-linear relationships in a local context. Community members are empowered to understand and describe obesity causation, identify and prioritise possible solutions. The application of such approaches to childhood obesity is in its infancy.

aimTo describe the first 12 months of a participatory whole-of-community systems approach to creating collective action to tackle childhood obesity, called GenR8 Change, in a local government area of Victoria, Australia.

methodsThree group model building (GMB) sessions focused on the development of a causal loop diagram (CLD), prioritised evidence-informed actions, and developed implementation strategies. The collective impact framework underpinned the approach, with a local backbone group supporting community members to implement prioritised actions.

resultsThe first two GMB sessions included 20 key community leaders where a CLD examining the factors contributing to childhood obesity in the community was constructed and refined (22 variables GMB1, 53 variables GMB2). In the third session, 171 members of the wider community further refined the CLD, identified priorities for childhood obesity prevention (72 variables in final CLD). One-hundred and thirteen individuals signed up across 13 working groups to plan and implement 53 prioritised actions. Agreed community actions included creating sugar free zones; developing healthy policies; increasing breastfeeding rates; improving drinking water access; and increasing physical activity options. Twelve months post-GMB3, 115 actions had been implemented.

conclusionGenR8 Change is one of the first communities to apply systems thinking to childhood obesity prevention. Knowledge on how to collectively identify relevant leverage points to tackle childhood obesity can now be shared with other communities.

Indexed as

Pediatric ObesityChildCommunity ParticipationHealth PromotionHumansVictoria

Identifiers

PMID35544522
PMCPMC9094504
OpenAlexW4280549679

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.