PURPOSE This study aimed to identify the factors explaining the performance of health behaviors among adults with metabolic syndrome based on the theory of planned behavior. METHODS A total of 218 adults with metabolic syndrome were recruited for the study from September to December, 2017. Data were analyzed using SPSS/WIN 22.0 and AMOS 24.0. RESULTS The hypothetical model appeared to fit the data with χ²/df=2.65, SRMR (Standardized Root Mean Residual)=.07, PNFI (Parsimonious Normed Fit Index)=.67. Attitude toward health behavior, subjective norm and perceived behavioral control explained 32.3% of variance in intention toward health behavior. Perceived behavioral control showed significant direct effects and mediating effect through intention on health behavior (γ=.57, t=5.85). Family support also had significant direct effects on health behavior (γ=.38, t=4.75). Attitude toward health behavior, subjective norm, perceived behavioral control, and family support were the significant factors explaining 56.3% of variance in the performance of health behaviors among patients with metabolic syndrome. CONCLUSION Health promotion programs for behavioral modification in this population should focus on these factors to lead to better health outcomes. Further studies are warranted to test the health promotion strategies based on theory of planned behavior for long-term change toward a healthy lifestyle among individuals with metabolic syndrome.
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