➤ How does job complexity affect the predictive power of cognitive tests?
Predictive validity increases with job complexity. Cognitive ability explains more variance for roles that require judgment, problem-solving, and learning. For routine or highly scripted work, the link weakens and other factors—experience, procedural knowledge, and conscientiousness—often explain more of performance differences.
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