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Management Science

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Management Science

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Research Frontiers in Data-Driven Culture and Organizational Change

Examines how organizations embed data literacy and analytics-first decision-making into their culture and structural processes.

Algorithmic Accountability in Distributed Decision-Making
Data Literacy as Organizational Identity Formation
Resistance Patterns in Quantification-First Cultures
Real-Time Feedback Systems and Behavioral Adaptation
Metric Proliferation and Organizational Coherence Loss
Trust Dynamics Between Human Judgment and Analytics
Data-Driven Narratives and Collective Sensemaking
Hidden Costs of Continuous Performance Measurement
Emergent Power Structures in Analytics-Enabled Organizations
Temporal Misalignment Between Data Cycles and Strategy

All Management Science PhD categories