Purpose The purpose of this paper is to examine antecedents of customer engagement on social media and how these platforms can enhance customers’ continuation intention. Customer engagement is manifested by the continued use of social media and is expected to occur when customers have a positive attitude toward social media. Thus, the main objective of this research is to explore the factors that affect customers’ attitude toward social media, which in turn is expected to result in customer engagement. Attitude toward social media is proposed to have an impact on levels of use and satisfaction is proposed to have a direct impact on customer engagement. An extended technology acceptance model (TAM) is used as the basic model guiding this research. Design/methodology/approach The theoretical model is tested drawing on the results of empirical work in the form of a large scale survey conducted on a random sample of the US general population. Data collection resulted in 388 usable questionnaires. Structural equation modeling is used to analyze data. Findings Results of this research provide support to the research objectives. Two of the three proposed factors extending TAM, namely, perceived connectedness and enjoyment were found to have a significant effect on attitude toward social media use. Attitude toward social media use was found to have a significant effect on level of use and level of use was found to have a significant effect on continuation intention. Additionally, satisfaction was found to have a significant direct effect on continuation intention. Practical implications Findings of this research provide managers with useful insights about what they need to focus on when designing their social media strategies. Originality/value This study provides a different way of theorizing customer engagement by incorporating new variables to TAM that are particularly relevant to the social media context. It also draws a link between attitude toward social media and levels of use, which has been understudied in literature.

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