How is Customer Satisfaction measured in this framework?

How is Customer Satisfaction measured in this framework?

• A. Number of Disputes minus Number of Change Orders
• B. Average delivery lead time
• C. Supplier performance rating
• D. Price variance

Answer: (A)

In this framework, customer satisfaction is captured by how smoothly issues are resolved and how well the project adapts to changes. Disputes reflect friction or dissatisfaction, while change orders show how well the team and the customer collaborate to adjust scope and keep things moving. By taking the difference between the number of disputes and the number of change orders, you get a single score that signals overall satisfaction: more disputes relative to changes suggests lower satisfaction, while more constructive changes relative to disputes suggests higher satisfaction. This single metric combines two closely related drivers of satisfaction—problem resolution and adaptability—into one easy-to-track measure. Other metrics focus on separate aspects: average delivery lead time measures timeliness, but not how issues are resolved or how well changes are managed; supplier performance rating is a broader assessment of supplier capability; price variance looks at cost deviations rather than customer perception of the overall process.

In this framework, customer satisfaction is captured by how smoothly issues are resolved and how well the project adapts to changes. Disputes reflect friction or dissatisfaction, while change orders show how well the team and the customer collaborate to adjust scope and keep things moving. By taking the difference between the number of disputes and the number of change orders, you get a single score that signals overall satisfaction: more disputes relative to changes suggests lower satisfaction, while more constructive changes relative to disputes suggests higher satisfaction. This single metric combines two closely related drivers of satisfaction—problem resolution and adaptability—into one easy-to-track measure.

Other metrics focus on separate aspects: average delivery lead time measures timeliness, but not how issues are resolved or how well changes are managed; supplier performance rating is a broader assessment of supplier capability; price variance looks at cost deviations rather than customer perception of the overall process.