Determining the relative importance of critical factors in delivering service quality of banks: An application of dominance analysis in SERVQUAL model

Abstract

Purpose: The purpose of this paper is to determine the critical factors to accessing the level of service quality of banks by re‐examining the SERVQUAL model, originally pioneered by Parasuraman. Further, the technique of dominance analysis is used to measure the relative importance of each critical factor in closing up overall service quality gap of banks. Design/methodology/approach: The sample consists of 308 bank customers from different parts of Malaysia. The data were collected by using a structured questionnaire, which consists of three parts. Part 1 deals with consumers' usage of banking channels and their banking behavior. Part 2 contains 26 statements related to service quality dimensions based on past literatures. Finally, Part 3 contains the questions related to the socio‐demographic profiles of respondents. Findings: The modified SERVQUAL model consists of four critical factors (dimensions) as detected by factor analysis. They are: tangibility, reliability, competence and convenience. The results reveal that there are significant differences between the respondents' expectation and their perceptions. Among the four dimensions tested, tangibility has the smallest gap whereas convenience has the largest gap. The application of dominance analysis indicates that competence and convenience together can help to reduce the SERVQUAL gap as much as 76 per cent. The banking sector needs to become more competent by being more responsive and fulfilling the assurance of the customers and providing the banking facilities more conveniently. Originality/value: The paper shows that hardly any work has been conducted which applies the dominance analysis approach in SERVQUAL dimensions to determine the relative importance of the critical factors in closing the overall service quality gap. Measuring the relative importance of service quality dimensions consistently will provide insights to the banks as to what areas need to be emphasized in order to retain their customers and attract new ones. It provides the guidelines for the banks to develop proper strategies and react faster to the changes of customers' banking behavior.