| Literature DB >> 26560158 |
J Y Zhang1, R Borland2, K Coghill1, S Petrovic-Lazarevic1, D Young2, C H Yeh3, S Bedingfield3.
Abstract
This paper explores the application of fuzzy causal networks (FCNs) to evaluating effect of health warnings in influencing Australian smokers' psychosocial and quitting behaviour. The sample data used in this study are selected from the International Tobacco Control Policy Evaluation Survey project. Our research findings have demonstrated that new health warnings implemented in Australia have obvious impacts on smokers' psychosocial and quitting behaviours. FCN is a useful framework to investigate such impacts that overcome the limitation of using traditional statistical techniques, such as linear regression and logistics regression, to analyse non-linear data.Entities:
Keywords: Fuzzy causal network; decision support; knowledge discovery; public health; tobacco control
Year: 2011 PMID: 26560158 PMCID: PMC4637977 DOI: 10.1016/j.eswa.2010.11.042
Source DB: PubMed Journal: Expert Syst Appl ISSN: 0957-4174 Impact factor: 6.954