How to use machine learning and fuzzy cognitive maps to test hypothetical scenarios in health behavior change interventions: a case study on fruit intake

Abstract Background Intervention planners use logic models to design evidence-based health behavior interventions. Logic models that capture the complexity of health behavior necessitate additional computational techniques to inform decisions with respect to the design of interventions. Objective Us...

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Bibliographic Details
Main Authors: Samvel Mkhitaryan, Philippe J. Giabbanelli, Maciej K. Wozniak, Nanne K. de Vries, Anke Oenema, Rik Crutzen
Format: Article
Language:English
Published: BMC 2023-12-01
Series:BMC Public Health
Subjects:
Online Access:https://doi.org/10.1186/s12889-023-17367-z