GMAT Data Insights · Question of the Day

GMAT Data Insights Question of the Day

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Friday, August 7, 2026

Three departments evaluate a new manufacturing process:

Quality Control: "The new process reduces defect rates from 2.1% to 0.8% and improves product consistency scores by 34%. However, products failing quality checks now require 45% longer to repair due to process complexity."

Production: "Implementation increases setup time by 28 minutes per batch but reduces per-unit production time by 12%. Overall throughput improved by 7% despite longer setup times. Worker training requirements increased from 2 days to 8 days."

Finance: "Material costs decreased 15% due to reduced waste, but labor costs increased 22% due to longer training periods and higher skill requirements. Equipment maintenance costs rose 31% due to increased complexity."

Based on all three evaluations, what can be concluded about the new manufacturing process?

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Question of the Day

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Three departments evaluate a new manufacturing process:

Quality Control: "The new process reduces defect rates from 2.1% to 0.8% and improves product consistency scores by 34%. However, products failing quality checks now require 45% longer to repair due to process complexity."

Production: "Implementation increases setup time by 28 minutes per batch but reduces per-unit production time by 12%. Overall throughput improved by 7% despite longer setup times. Worker training requirements increased from 2 days to 8 days."

Finance: "Material costs decreased 15% due to reduced waste, but labor costs increased 22% due to longer training periods and higher skill requirements. Equipment maintenance costs rose 31% due to increased complexity."

Based on all three evaluations, what can be concluded about the new manufacturing process?

  1. The process delivers clear improvements in product quality and production efficiency that justify the increased operational complexity and costs.
  2. The process creates trade-offs between quality improvements and cost increases, with long-term benefits dependent on sustained production volumes. (correct answer)
  3. The process should be rejected because the financial costs of implementation significantly outweigh the modest improvements in quality and throughput.
  4. The process represents an optimal solution that improves all key metrics while requiring only minimal adjustments to current operations.

Explanation: The process shows clear quality improvements (defect reduction, consistency) and modest efficiency gains (7% throughput increase), but comes with significant cost increases (22% labor, 31% maintenance) and operational complexity (longer training, more complex repairs). The net benefit depends on whether sustained production volumes can absorb the higher fixed costs while benefiting from the quality and efficiency improvements.