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生理和心理疲劳对工作效率的影响:以包裹分拣工作为例。

The Impact of Physiological and Psychological Fatigue on Work Efficiency: A Case Study of Parcel Sorting Work.

机构信息

School of Economics and Management, Beijing Information Science and Technology University, Beijing 100192, China.

School of Economics and Management, University of Science and Technology Beijing, Beijing 100083, China.

出版信息

Sensors (Basel). 2024 Sep 15;24(18):5989. doi: 10.3390/s24185989.

Abstract

The popularity of online shopping in China has increased significantly, creating new development opportunities for the express delivery industry. However, the rapid expansion of the express industry has also created challenges in the parcel sorting process. The demanding nature of parcel sorting work, which is characterized by intense and prolonged repetitive tasks, makes individuals particularly vulnerable to the effects of fatigue. Fatigue is a complex condition that encompasses both physiological and psychological exhaustion. It often results in reduced energy levels and diminished functionality, significantly impacting an individual's performance at work and their overall well-being. This study aimed to investigate how physiological and psychological fatigue affects sorting efficiency and to identify appropriate rest periods that will allow employees to maintain their performance levels. The research involved fifteen participants who took part in a 60 min continuous sorting experiment and a similar experiment with scheduled breaks. During both trials, we collected data on participants' electromyography (EMG) and electrodermal activity (EDA), as well as subjective fatigue ratings (RPE). Signal features such as the median frequency () of EMG and the skin conductance level () were analyzed to assess physiological and psychological fatigue, respectively. The results show that physiological fatigue mainly affects sorting efficiency in the first 30 min, while psychological fatigue becomes more influential in the following half-hour period. In addition, subjective fatigue levels during the first 30 min are primarily determined by psychological factors, while beyond that point, both physiological and psychological fatigue contribute to subjective fatigue. Rest periods of 415-460 s, based on EDA recovery times, effectively support sorting efficiency and participants' recovery. This study highlights the complex ways in which fatigue affects parcel sorting performance and provides valuable theoretical and practical insights for establishing labor quotas and optimizing work schedules in the parcel sorting industry.

摘要

中国网上购物的普及程度显著提高,为快递行业创造了新的发展机遇。然而,快递行业的迅速扩张也给包裹分拣过程带来了挑战。分拣工作的性质要求高强度、长时间的重复任务,这使得个体特别容易受到疲劳的影响。疲劳是一种复杂的状态,包括生理和心理上的疲惫。它通常会导致能量水平降低和功能下降,显著影响个体在工作中的表现和整体幸福感。本研究旨在调查生理和心理疲劳如何影响分拣效率,并确定适当的休息时间,以保持员工的工作表现水平。研究涉及 15 名参与者,他们参加了 60 分钟的连续分拣实验和类似的带休息计划的实验。在这两个实验中,我们收集了参与者的肌电图(EMG)和皮肤电活动(EDA)数据,以及主观疲劳评分(RPE)。分析了信号特征,如肌电图的中位数频率()和皮肤传导水平(),以分别评估生理和心理疲劳。结果表明,生理疲劳主要在最初的 30 分钟内影响分拣效率,而心理疲劳在接下来的半小时内变得更为显著。此外,前 30 分钟的主观疲劳水平主要由心理因素决定,而超过这一时间点,生理和心理疲劳都会导致主观疲劳。基于 EDA 恢复时间的 415-460 秒的休息时间,有效地支持了分拣效率和参与者的恢复。本研究强调了疲劳对包裹分拣性能的复杂影响,并为制定劳动定额和优化包裹分拣行业的工作时间表提供了有价值的理论和实践见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/dd96/11435520/f4090ecc3274/sensors-24-05989-g001.jpg

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