Accordingly, Online Shopping Carnival is conceptualized as a formative construct with three sub-constructs:participation, interaction and pleasure because it seems reasonable that an increase in the level of a consumer's participation or interaction might be associated with an increase his/her Online Shopping Carnival level, without necessarily being associated with any changes in the consumer's pleasure (Petter et al., 2007).