Excellent healthcare services delivered to patients would not necessarily entail an excellent patient service fulfillment, fulfill patient expectations, and attain high satisfaction levels. Hence, patient satisfaction is multifactorial and difficult to measure. Appliance of satisfaction model, service dissatisfaction and satisfaction feedback are able to translate the nonlinear attributes for a more accurate service dissatisfaction and satisfaction feedback assessment. Service recipients of experienced Inpatient and Outpatient (IOPs) can be translated into levels of compliments and complaints to describe degrees of patient satisfaction and dissatisfaction, respectively. Compliments and complaints voiced by patients should be taken seriously. As a result, the translation of service satisfaction and service dissatisfaction based on compliments and complaints from patients in the form of satisfaction index SCi and dissatisfaction index SCa introduced a new theoretical concept of concurrent and balance measurement in evaluating customer (VOC) or VOPs feedback. In normal practice, the service improvement is usually based on complaints or dissatisfaction aspect, but the compliments or satisfaction aspect on the same service delivery was always neglected. In this study, the formulation which was based on a non-linear assessment, not only amplified the effectiveness in communicating patients’ compliments and complaints in a more receptive manner but also corresponded with Kano model.