Customer relationship management in the banking sector

Abstract

Adoption of customer relationship management (CRM) is commonly acknowledged as a key factor in effective sales. There is, however, a dearth of data from emerging-market banks that empirically support this assertion. This study examined the relationship between sales success in the banking industry and the three aspects of CRM implementation, which are system quality, user training quality and data quality. Access Bank Zambia Limited was chosen as the focus for the study. A total of 200 sales people participated in a cross-sectional survey.  Hierarchical multiple regression was used to analyze objective sales metrics together with measures of perceived system functioning, reliability, and usefulness; training comprehensiveness and interactivity; and data accuracy, completeness, and timeliness. Results show that 32.5% of the variation in sales performance was explained by CRM system quality alone (β = 0.37, p < 0.001). A total adjusted R2 of 0.486 (p < 0.001) was obtained by adding user training quality, which raised explained variance by 9.3% (β = 0.24, p = 0.002), and CRM data quality, which added 6.8% (β = 0.29, p < 0.001). These results show that over half of the observed diversity in sales success is driven by a combination of strong system platforms, extensive training programs, and high-fidelity customer data. Practical implications include prioritizing infrastructure redundancies, blended-learning training frameworks, and automated data-governance controls to maximise CRM returns in resource-constrained banking environments.