A complaint trend with changing reporting access
A fictional service office receives one hundred complaints in one quarter and one hundred fifty in the next. During the second quarter it introduces a free reporting channel, translates its guidance and begins recording complaints previously handled informally. The number of completed service transactions rises from five thousand to seven thousand five hundred. Interviews identify both continuing delays and appreciation of easier reporting. An internal draft states that service quality has deteriorated by fifty percent because complaint counts rose by that percentage. The reviewer has the transaction totals but no directly comparable measure of delay severity or unmet need. The task is to correct the numerical interpretation and propose a sensible follow-up using the supplied evidence, without inventing a national benchmark or a mandatory legal response time.
1. Compare complaints per completed transaction.
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Both quarters have the same recorded ratio:100/5000=2%and150/7500=2%. The complaint count rose50%, but so did completed transactions. This ratio still misses abandoned attempts and changes in complaint capture.
2. Draft the analytical conclusion.
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Recorded complaints increased alongside service volume and improved reporting access. The data do not independently demonstrate a50%deterioration in quality. Compare consistent delay and resolution indicators, assess complaint severity and investigate users whose needs were not recorded.