Human Factors The Journal of the Human Factors and Ergonomics Society · 2020 · 104 citations · 17 references
EngineeringManufacturing EngineeringErgonomicsHuman PerformanceMusculoskeletal RehabilitationCognitive ErgonomicsCognitive LoadCognitive WorkloadErgonomic InterventionHuman Factors In ManufacturingElectromyographyElectromyography FindingsIntrinsic Cognitive LoadOperator Cognitive WorkloadPhysical WorkloadTask Completion RateTask Performance AnalysisWorkload
OBJECTIVE: This study investigates the effect of cognitive overload on assembly task performance and muscle activity. BACKGROUND: Understanding an operator's cognitive workload is an important component in assessing human-machine interaction. However, little evidence is available on the effect that cognitive overload has on task performance and muscle activity when completing manufacturing tasks. METHOD: -back). Performance in the assembly task (completion times, accuracy), muscle activity recorded as integrated electromyography (EMG), and self-reported workload were measured. RESULTS: -back task resulted in impaired assembly task performance, overall greater muscle activity, and higher self-reported workload.Relative to the control condition, performing the 2-back task resulted in longer assembly task completion times (+10 s on average) and greater integrated EMG for flexor carpi ulnaris, triceps brachii, biceps brachii, anterior deltoid, and pectoralis major. CONCLUSION: This study demonstrates that working under high cognitive load not only results in greater muscle activity, but also affects assembly task completion times, which may have a direct effect on manufacturing cycle times. APPLICATION: Results are applicable to the assessment of the effects of high cognitive workload in manufacturing.
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R: A Language and Environment for Statistical Computing
R Core Team · 2000 · 353K citations · Full text
Natural Sciences, Computer Science, Statistical Computing +10
Scott A. Shappell, Cristy Detwiler, Kali Holcomb et al. · Human Factors The Journal of the Human Factors and Ergonomics Society · 2007 · 409 citations