The Human Analytics Lab (HAL) investigates human behavioral operations in complex system with the developmental foci of human factors metrology, behavioral data analytics, and operations management. We seek discovery and application of knowledge of human behavior to improve systems, learning, operations, and performance.

Dr. D. Nembhard directs multiple ongoing HAL projects including, Learning and Forgetting in Production Systems, Performance under Time Pressure, Workforce Scheduling, Cyber-learning Process Improvement, Team Psychometrics and Performance, Mining Human Performance Data. HAL currently employs psychometric and biometric instruments, in addition to direct and imputed measures of human performance.


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