Measuring AI Leadership: Development and Validation of a Multidimensional Measure for AI-Native Organizations
Read the original on arXiv AI →The article introduces the AI Leadership Battery, a new measurement tool comprising 36 behaviorally specific items organized into 11 theory-specified content families. The authors followed rigorous scale‑development procedures—including deductive item generation, content validation, exploratory and confirmatory factor analyses, and multiple validity tests—to establish the Battery’s content, multidimensional structure, reliability, and distinctiveness from related constructs. The measure demonstrates incremental predictive value for organizational outcomes such as growth, decision speed, customer response, team performance, work experience, security, and AI adoption.
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