Investigation of the Relationship Between Perceived Mental Workload and Chronic Pain

Kayli N. Colpitts, Jennifer L. Gibson Dias, Thomas J. Faulkenberry, Amber L. Harris Bozer
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Abstract

Chronic pain is experienced by 1 in 5 adults in the United States and is often accompanied by fatigue, poor sleep quality, and psychological symptoms. These negative factors related to chronic pain are also associated with increased mental workload, particularly in the workplace. Mental workload refers to the amount of cognitive effort used by an individual to complete a task(s). The present study was designed to assess the relationship between chronic pain and perceived mental workload. Participants with and without chronic pain completed 4 variations of an N-back task (used to induce perceived mental workload at increasing levels). After completing each variation of the N-back task, participants completed the NASA-Task Load Index (TLX), a validated subjective measure of perceived workload. A mixed-repeated-measures ANOVA and Bayesian mixed-repeated-measures ANOVA were computed to assess the impact of chronic pain on perceived mental workload (as evaluated by NASA-TLX). There was an observed interaction effect of workload and chronic pain, F(3, 135) = 4.72, p = .004, η2 = .33, highlighting that potential increases in workload may affect individuals with chronic pain at a greater magnitude than individuals with no chronic pain. This relationship is important to understanding and mitigating the negative symptoms of chronic pain. Future studies should be completed to investigate further the relationship between chronic pain and mental workload, including electrophysiological measures (to assess workload more deeply and correlate with cortical activities) and measures of fatigue (to assess fatigue’s role in the relationship).
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心理负荷感知与慢性疼痛关系的研究
在美国,每5个成年人中就有1个经历过慢性疼痛,通常伴随着疲劳、睡眠质量差和心理症状。这些与慢性疼痛相关的负面因素也与精神工作量增加有关,尤其是在工作场所。心理负荷是指一个人完成一项任务所需要的认知努力。本研究旨在评估慢性疼痛与感知精神负荷之间的关系。有慢性疼痛和没有慢性疼痛的参与者完成了4种不同的N-back任务(用于诱导增加水平的感知精神工作量)。在完成N-back任务的每个变体后,参与者完成了nasa任务负载指数(TLX),这是一种有效的主观感知工作量测量。计算混合重复测量方差分析和贝叶斯混合重复测量方差分析来评估慢性疼痛对感知精神负荷的影响(由NASA-TLX评估)。观察到工作量和慢性疼痛之间存在交互作用,F(3,135) = 4.72, p = 0.004, η2 = 0.33,这表明潜在的工作量增加对慢性疼痛个体的影响可能比无慢性疼痛个体更大。这种关系对于理解和减轻慢性疼痛的负面症状非常重要。未来的研究应该完成以进一步调查慢性疼痛和精神负荷之间的关系,包括电生理测量(更深入地评估工作量并与皮层活动相关)和疲劳测量(评估疲劳在这种关系中的作用)。
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