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Practice cases
Customer ServiceBeginner

Where Should the Contact Centre Focus?

Choose the correct measure, calculate contribution and select a defensible focus area.

16 minutes

Scenario

A contact centre must reduce complaint-handling workload by 20%. Managers disagree whether to prioritise the most frequent issue or the issue with the highest handling cost.

Your role
Customer operations analyst
Method
Pareto Analysis

Evidence pack

c1

Wrong appointment time

60 cases; 7 minutes average handling time; €12 average credit.

c2

Duplicate reminder

50 cases; 5 minutes; €2 average credit.

c3

Not delivered

40 cases; 4 minutes; €5 average credit.

c4

Wrong language

30 cases; 3 minutes; €0 average credit.

c5

Other

20 cases; 4 minutes; €3 average credit.

c6

Exposure

All categories come from 100,000 reminder messages in the same month.

Constraints

  • The stated objective is workload reduction.
  • The team must calculate rather than estimate totals.
  • The leading category is not automatically a root cause.

Case steps

Work through each prompt using the evidence pack. Answers and rubric weights stay protected in the interactive flow.

1
Single Choice With Reason

Select the primary Pareto measure for the objective and explain why.

2
Numeric

Calculate total handling minutes for c1–c5.

3
Numeric

Sort the categories and calculate cumulative workload share after the first two categories.

4
Open Response

Recommend a focus area, one data-quality check and the next causal-analysis step.