Research Areas
Biography and Research Information
OverviewAI-generated summary
Finnegan McKinley's research investigates the integration of artificial intelligence and machine learning within demand planning and forecasting processes. His work explores how behavioral responses differ when individuals interact with AI-driven algorithms compared to traditional model-based algorithms for demand planning. McKinley has also examined collaborative human-machine learning approaches to enhance these forecasting capabilities.
His recent publications include "Is AI an Algorithm by Any Other Name? Behavioral Reactions to AI‐ and Model‐Based Demand Planning Algorithms" (2026) and "Is AI an Algorithm by Any Other Name? Behavioral Reactions to Model-and AI-Based Forecast Algorithms" (2025). He has also co-authored "Collaborative Human-Machine Learning for Demand Planning" (2024). McKinley collaborates with other researchers at the University of Arkansas at Fayetteville, including John A. Aloysius and Adriana Rossiter Hofer.
Metrics
- Publications: 2
Selected Publications
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Is AI an Algorithm by Any Other Name? Behavioral Reactions to Model-and AI-Based Forecast Algorithms (2025)
Collaboration Network
Top Collaborators
- Is AI an Algorithm by Any Other Name? Behavioral Reactions to Model-and AI-Based Forecast Algorithms
- Is AI an Algorithm by Any Other Name? Behavioral Reactions to Model-and AI-Based Forecast Algorithms
- Is AI an Algorithm by Any Other Name? Behavioral Reactions to Model-and AI-Based Forecast Algorithms
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