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What Improves Customer Satisfaction In Mobile Banking Apps? An Application Of Text Mining Analysis, Yun Kyung Oh, Jung-Min Kim

Asia Marketing Journal

Consumer-generated reviews reflect consumers’ experiences and perceptions toward a product or service. In this context, we propose a text mining approach to identify factors that improve customer satisfaction in the mobile banking app service. To do so, we collect 96,140 mobile app reviews for four U.S. banks: Bank of America, Capital One, Chase, and Wells Fargo. Using the Latent Dirichlet Allocation (LDA) topic model, we first derive the critical quality dimensions such as ease of use, convenience, security, and customer support. Analysis of weekly panel data shows that positive responses to the security and convenience of mobile banking apps improve …