title: Multilevel Causal Analysis of Socio-Psychological and Behavioral Factors of Health Providers and Clients That Affect Health Behavioral Modification in Obesity.
abstract: The Comprehensive Lifestyle Intervention, which integrates behavioral therapy, is the main ideal management of the clients with obesity. Various socio-psychological factors can affect outcome of the program. THE PURPOSES: to determine the socio-psychological factors at the client and provider groups that affect health behavior modification (HBM) in obese clients, and to investigate the cross-level interaction of factors that affect HBM. The samples included 87 health providers and 412 clients using stratified random sampling. Hierarchical Linear Model was used to analyze in a questionnaire with reliability of 0.8-0.9.
  
  
  RESULTS
  1) for the clients: 1.1) Attitudes towards healthy behavior (AHB), health-related knowledge, and trust in the provider predicted self-efficacy at 49.40%; 1.2) AHB and support from the provider predicted self-regulation at 75.50%; and 1.3) AHB, trust in the provider and support from the provider predicted self-care at 26.6%. 2) for the health providers: 2.1) Health quotient (HQ), project management (PM), support from the team, and the team emotional quotient (EQ) predicted self-efficacy at 71.30%; 2.2) PM and HQ predicted self-regulation at 51.60%; and 2.3) PM, team EQ and HQ predicted self-care at 77.30%., 3) No cross-level interaction of factors between the clients and the providers was identified to affect HBM.
  
  
  CONCLUSIONS
  the obese client's AHB is the factor that significantly influenced self-efficacy, self-regulation and self-care (3SELF). At the health provider level, both HQ and PM significantly influenced 3SELF. Behavioral.
authors.affiliation: Behavioral Science Research Institute, Srinakharinwirot University. ungsinun@swu.ac.th.
authors.forename: Ungsinun
authors.initials: U
authors.lastname: Intarakamhang
authors.forename: Patrawut
authors.initials: P
authors.lastname: Intarakamhang
mesh_terms: D000328:Adult; D001294:Attitude to Health; D005260:Female; D015438:Health Behavior; D006801:Humans; D008019:Life Style; D008297:Male; D009765:Obesity / Q000517:prevention & control* / Q000523:psychology*; D020377:Self Efficacy; D011795:Surveys and Questionnaires; D013785:Thailand