Firms measure the importance of an attribute’s performance in determining overall satisfaction to allocate resources to optimize profitability. However, most firms assume that an attribute’s importance in determining overall satisfaction is temporally invariant. We report results from two...

In this article, a strategic typology is introduced to improve a firms’ return on investment (ROI) based on understanding whether to devote additional resources to improve customer satisfaction and increase delight. The framework is based on the recognition that customers seek two types of...

In this article, a strategic typology is introduced to improve a firms’ return on investment (ROI) based on understanding whether to devote additional resources to improve customer satisfaction and increase delight. The framework is based on the recognition that customers seek two types of...