CQIA Customer Satisfaction 4 — Questions and Answers
Question 1: A hospital measures patient satisfaction scores quarterly. Which additional data source would most strengthen its understanding of patient experience?
- Competitor pricing data
- Unsolicited complaint and compliment records (Correct answer)
- Employee headcount statistics
- Equipment maintenance logs
Correct answer: Unsolicited complaint and compliment records
Unsolicited feedback captures unprompted sentiments that formal surveys may miss, providing a richer and less biased view of patient experience.
Question 2: A quality team wants to determine whether a new service feature has significantly improved satisfaction scores. The most appropriate statistical method is:
- A run chart of daily complaints
- A hypothesis test comparing pre- and post-implementation scores (Correct answer)
- A scatter diagram of scores vs. time
- A Pareto chart of feature requests
Correct answer: A hypothesis test comparing pre- and post-implementation scores
A hypothesis test (e.g., t-test) determines whether the observed improvement in scores is statistically significant or due to chance.
Question 3: In quality management, 'customer loyalty' is best characterized by:
- A single high satisfaction rating after one interaction
- Repeat purchases and positive referrals over time (Correct answer)
- Signing a long-term contract under competitive pricing pressure
- Providing feedback on a survey
Correct answer: Repeat purchases and positive referrals over time
Loyalty reflects sustained relationship behavior — ongoing purchases and advocacy — rather than a snapshot of a single satisfactory transaction.
Question 4: Which of the following statements about customer expectations is most accurate?
- Expectations are static once a product is purchased
- Expectations are shaped by past experiences, word-of-mouth, and marketing (Correct answer)
- Expectations only apply to tangible products, not services
- Meeting expectations is sufficient to ensure loyalty
Correct answer: Expectations are shaped by past experiences, word-of-mouth, and marketing
Expectations are dynamic and influenced by multiple external and experiential factors, making continuous monitoring essential.
Question 5: An organization uses focus groups as part of its VOC process. What is the primary advantage of focus groups over mail surveys?
- Higher response rates from larger populations
- The ability to probe deeper into the reasons behind customer opinions (Correct answer)
- Lower cost per respondent
- Greater anonymity for participants
Correct answer: The ability to probe deeper into the reasons behind customer opinions
Focus groups allow facilitators to ask follow-up questions and explore context, uncovering nuanced insights that structured surveys cannot capture.
Question 6: A team discovers that customers rate delivery speed as very important but the company scores poorly on it. On an importance-performance matrix, this finding falls in the:
- Keep up the good work quadrant
- Low priority quadrant
- Concentrate here (improve) quadrant (Correct answer)
- Possible overkill quadrant
Correct answer: Concentrate here (improve) quadrant
High importance combined with low performance signals a critical gap requiring immediate improvement investment.
Question 7: Which behavior by frontline employees most directly impacts customer satisfaction at the moment of service delivery?
- Following internal reporting procedures exactly
- Demonstrating empathy and resolving issues effectively in real time (Correct answer)
- Adhering strictly to script-based responses
- Escalating all non-standard requests to supervisors
Correct answer: Demonstrating empathy and resolving issues effectively in real time
Empathy and effective real-time problem resolution are key drivers of service satisfaction during the 'moment of truth.'
CQIA Customer Satisfaction 4
A hospital measures patient satisfaction scores quarterly.
Which additional data source would most strengthen its understanding of patient experience?