Call Center Quality Assurance and Coaching 4 — Questions and Answers
Question 1: A call center uses speech analytics to flag 100% of calls for keywords. What role should human QA evaluators play in this setup?
- They are no longer needed
- Reviewing flagged calls in depth and assessing soft skills the software cannot judge (Correct answer)
- Manually transcribing every call the software processes
- Only monitoring agents on their first week
Correct answer: Reviewing flagged calls in depth and assessing soft skills the software cannot judge
Analytics excels at broad detection, but humans are still needed to evaluate context, empathy, and nuanced soft skills.
Question 2: An agent scores 95% on quality but has the lowest customer satisfaction ratings on the team. What does this discrepancy most likely suggest?
- Customers are always wrong in surveys
- The QA scorecard may not measure the behaviors customers actually value (Correct answer)
- The agent should be promoted to QA analyst
- Customer surveys should be discontinued
Correct answer: The QA scorecard may not measure the behaviors customers actually value
When internal quality scores and customer feedback diverge, the scorecard likely rewards behaviors that do not drive real customer satisfaction.
Question 3: What is the best first step when coaching a new agent who is struggling with call control?
- Have them listen to examples of well-controlled calls with guided discussion (Correct answer)
- Assign them double the call volume for practice
- Remove them from the phones permanently
- Tell them to speak louder than the customer
Correct answer: Have them listen to examples of well-controlled calls with guided discussion
Modeling desired behavior through example calls gives new agents a concrete picture of what good call control sounds like.
Question 4: Which statement best describes the difference between quality assurance and quality control in a contact center?
- They are identical terms with no difference
- QA focuses on improving processes proactively while QC inspects individual outputs for defects (Correct answer)
- QA applies only to email while QC applies to phone calls
- QC is performed by agents and QA by customers
Correct answer: QA focuses on improving processes proactively while QC inspects individual outputs for defects
Quality assurance builds processes that prevent errors, while quality control checks individual interactions after they occur.
Question 5: A coach wants an agent to take ownership of their own development. Which technique supports this best?
- Dictating exactly what the agent must change
- Asking the agent to self-assess their call before sharing the QA evaluation (Correct answer)
- Withholding all scores until year-end review
- Having peers publicly critique the agent's calls
Correct answer: Asking the agent to self-assess their call before sharing the QA evaluation
Self-assessment engages the agent in identifying their own gaps, which increases buy-in and accountability for improvement.
Question 6: Why is it important to monitor a mix of call types, such as billing, technical, and cancellation calls, for each agent?
- To increase the total number of evaluations required
- To get a representative view of performance across different skills and scenarios (Correct answer)
- Because regulations require exactly three call types
- To make evaluations take longer
Correct answer: To get a representative view of performance across different skills and scenarios
Different call types test different skills, so a varied sample reveals a more complete and accurate performance picture.
Question 7: An agent repeatedly fails the same scorecard item despite multiple coaching sessions. What should the supervisor consider next?
- Ignoring the issue since coaching was attempted
- A different intervention, such as targeted retraining, shadowing, or a skill-gap assessment (Correct answer)
- Deleting the item from the scorecard
- Immediately terminating the agent without review
Correct answer: A different intervention, such as targeted retraining, shadowing, or a skill-gap assessment
When standard coaching fails, the issue may be a deeper skill or knowledge gap requiring a different development approach.
A call center uses speech analytics to flag 100% of calls for keywords.
What role should human QA evaluators play in this setup?