A corporate study evaluated the relationship between flexible remote work policies and employee turnover in technology firms. Researchers observed that firms introducing remote work experienced a 20% drop in voluntary departures, leading them to conclude that remote work directly reduces employee burnout and thereby improves retention.
Match each statement below with the logical role it plays in evaluating this causal argument.
- Employees who already possess low burnout levels actively seek out and join firms that offer remote work options.Reverses the direction of causality by suggesting that existing low burnout leads to remote work adoption.
- Firms that introduced remote work policies simultaneously implemented a 15% increase in overall employee salary.Introduces a confounding variable that provides an alternative explanation for the decreased turnover rates.
- Remote work eliminates long daily commutes, directly lessening physical strain and fatigue among employees.Elaborates on the causal mechanism, reinforcing the direct link between remote work and reduced burnout.
Cevap
The statement regarding employee self-selection reverses the direction of causality. The statement regarding concurrent salary increases introduces a confounding variable. The statement regarding commute stress elaborates on the causal mechanism.
Each statement directly matches its precise logical role in causal analysis: reversing cause and effect exposes selection bias; introducing concurrent pay raises presents an alternative explanation; and detailing commute reduction establishes the causal mechanism.
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Anahtar Kavram
Causal Arguments: Reverse Causality, Confounding Variables, and Underlying Mechanisms