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The common drivers of children and young people's health and wellbeing across 13 local government areas: a systems view.

Authors :
O'Halloran SA
Hayward J
Valdivia Cabrera M
Felmingham T
Fraser P
Needham C
Poorter J
Creighton D
Johnstone M
Nichols M
Allender S
Source :
BMC public health [BMC Public Health] 2024 Mar 19; Vol. 24 (1), pp. 847. Date of Electronic Publication: 2024 Mar 19.
Publication Year :
2024

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.<br />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.<br />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.<br />Conclusions: Combining large CLDs into a simple diagram represents a generalisable model of the drivers of complex health problems.<br /> (© 2024. Crown.)

Details

Language :
English
ISSN :
1471-2458
Volume :
24
Issue :
1
Database :
MEDLINE
Journal :
BMC public health
Publication Type :
Academic Journal
Accession number :
38504205
Full Text :
https://doi.org/10.1186/s12889-024-18354-8