1. The common drivers of children and young people’s health and wellbeing across 13 local government areas: a systems view
- Author
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Siobhan A. O’Halloran, Joshua Hayward, Melissa Valdivia Cabrera, Tiana Felmingham, Penny Fraser, Cindy Needham, Jaimie Poorter, Doug Creighton, Michael Johnstone, Melanie Nichols, and Steven Allender
- Subjects
Social network analysis ,Local government ,Systems thinking ,Community ,Health ,Public aspects of medicine ,RA1-1270 - Abstract
Abstract Background System dynamics approaches, including group model building (GMB) and causal loop diagrams (CLDs), can be used to document complex public health problems from a community perspective. This paper aims to apply Social Network Analysis (SNA) methods to combine multiple CLDs created by local communities into a summary CLD, to identify common drivers of the health and wellbeing of children and young people. Methods Thirteen community CLDs regarding children and young people health and wellbeing were merged into one diagram involving three steps: (1) combining variable names; (2) CLD merging, where multiple CLDs were combined into one CLD with a set of unique variables and connections; (3) paring, where the Decision-Making Trial and Evaluation Laboratory (DEMATEL) method was used to generate a cut-point to reduce the number of variables and connections and to rank the overall importance of each variable in the merged CLD. Results Combining variable names resulted in 290 variables across the 13 CLDS. A total of 1,042 causal links were identified in the merged CLD. The DEMATEL analysis of the merged CLD identified 23 common variables with a net importance between 1.0 and 4.5 R + C values and 57 causal links. The variables with the highest net importance were ‘mental health’ and ‘social connection & support’ classified as high net receivers of influence within the system. Conclusions Combining large CLDs into a simple diagram represents a generalisable model of the drivers of complex health problems.
- Published
- 2024
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