College of Safety Science and Engineering, Xi'an University of Science and Technology, Xi'an, China.
Department of Mining Engineering, Jincheng Institute and Technical College, Jincheng, China.
Sci Rep. 2022 Jul 13;12(1):11902. doi: 10.1038/s41598-022-14045-9.
Mental fatigue increases risk-taking behavior. Using data collected between June 15 and August 6, 2020, this study investigates the impact of miners' mental fatigue on risk decision-making to improve risk prevention and prediction abilities, and to reduce the occurrence of coal mine safety accidents. A total of 273 and 33 people participated in the preliminary and formal experiments, respectively. The participants, coal miners, visited a lab thrice to complete the pre-experiment, Balloon Analog Risk Task (BART), and Iowa Gambling Task (IGT). On the BART, mental fatigue displayed a significantly positive association with risk preference. On the IGT, as mental fatigue increased, net scores continuously decreased, while the frequency of making unfavorable decisions and the probability of taking risks increased. The BART value had no or weak correlations with the net score. Results suggest that mental fatigue leads to an increasing propensity to take risks. Therefore, regarding coal mine safety management, further attention is necessary concerning miners' mental health, addressing mental fatigue, increasing rest time, and reducing night work. Furthermore, reasonable diet, improved working environments, and a positive attitude toward work should be promoted to reduce or eliminate mental fatigue and avoid decision-making errors that could cause accidents.
精神疲劳会增加冒险行为。本研究使用 2020 年 6 月 15 日至 8 月 6 日期间收集的数据,调查矿工精神疲劳对风险决策的影响,以提高风险预防和预测能力,减少煤矿安全事故的发生。共有 273 人和 33 人分别参加了初步和正式实验。参与者,煤矿工人,三次访问实验室完成预实验、气球模拟风险任务 (BART) 和爱荷华赌博任务 (IGT)。在 BART 上,精神疲劳与风险偏好呈显著正相关。在 IGT 上,随着精神疲劳的增加,净分数持续下降,而做出不利决策的频率和冒险的概率增加。BART 值与净分数没有或弱相关。结果表明,精神疲劳会导致冒险倾向增加。因此,在煤矿安全管理方面,需要进一步关注矿工的心理健康,解决精神疲劳问题,增加休息时间,减少夜班工作。此外,应提倡合理饮食、改善工作环境和积极的工作态度,以减少或消除精神疲劳,避免因决策失误而导致事故。