Technology Acceptance Model in U.S. Extension: CRM Adoption

QUALITATIVE INVESTIGATION OF TAM

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between the influence of customer loyalty and engagement, indicating that customer engagement

can play a mediating role in the effect of CRM on customer loyalty.

Adnan et al. (2023) examined how CRM and brand image encourage customer retention,

along with the mediating role of customer engagement. This research highlights how brands

spend 500 – 600% more on attracting new customers compared to retaining existing customers

and that brands must build a strong relationship with customers through a positive brand image

in an attempt to retain them as loyal customers (Adnan et al., 2023). Adnan et al. (2023) define

brand image as the perception customers have of a brand due to their own association with it.

This study utilized a quantitative method with a sample of 200 individuals living in Pakistan.

Data was collected through a questionnaire utilizing a seven-point Likert scale regarding CRM,

brand image, customer engagement, and customer retention. For analyzing the data, this research

utilized Variance-based Partial Least Squares — Structural Equation Modeling. The findings of

this study support previous literature that suggests that CRM has an influential impact on

customer retention through fostering quality relationships with customers, and there is a definite

role for customer engagement as a mediator between CRM and customer retention. This study

also found that brands must exert extreme efforts to build strong relationships with customers in

order to retain them through building a positive brand image in the minds of the customers,

which is accomplished through engaging customers and providing products or services that

exceed their expectation.

Dehghanpouri et al. (2020) studied the impact of trust, privacy, and quality of service on

the success of CRM and the mediating role of customer satisfaction. To test these components in

their framework, the authors developed several hypotheses around four variables: customer

satisfaction, trust, privacy, and quality (Dehghanpouri et al., 2020). These include customer

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