Traditional transaction surveys such as service feedback cards (SFCs) are widely embraced by different service organizations to measure a service quality or to assess customer satisfaction with specific transactions. This paper pursues to apply the statistical quality control technique of -chart (X-bar) to analyze the scaled collected data of these SFCs. The proposed method establishes the control limits to what is being measured for meeting the managerial objectivity of monitoring, controlling, or improving a service performance.