Case Study

Interpreting Employee Work Patterns

A management consultant analyzes data from two departments within a large corporation. In the Sales Department, employees work an average of 55 hours per week and earn high, commission-based salaries. In the Operations Department, employees work a strict 40-hour week and earn moderate, fixed salaries. The consultant concludes that Sales employees must have a stronger preference for income over free time compared to Operations employees. Based on the limitations of using observed data to determine preferences, critique the consultant's conclusion. What is the primary flaw in this reasoning, and what is an alternative explanation for the observed work patterns?

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Updated 2025-08-27

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