The main purpose of this study was to understand the leisure behavior variable of bikers. There were the leisure satisfaction scale were administered to subjects in order to examine the differences in leisure behavior. Therefore, this study is focused on the leisure satisfaction. The model consists of the following dimensions: psychological, educational, social, relaxation, and physiological. Each questionnaire consisted of eighteen items. The research verified this measuring scale based on confirmatory factor analysis in Structural Equation Model (SEM) to examine these competing models and to find out the best fitting model. This research designed five competing models: null model, one-factor model, uncorrelated factors model, correlated factors model, second-order factor model. There are 369 valid questionnaires were collected in this study. Those data was analyzed by LISREL8.52. The results were showed that the second-order factor model was the best model of brand equity in resort hotels.