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相关概念视频

Stress Concentrations01:24

Stress Concentrations

271
Stress concentration is when stress intensifies near discontinuities such as holes or abrupt cross-sectional changes in a structural member. This localized stress can often surpass the average stress within the member. The stress distribution in flat bars, either with a circular hole or varying widths connected by fillets, can be determined experimentally using a photoelastic method. The results are based on ratios of geometric parameters like the ratio of the hole's radius to the smaller...
271
Stress Prevention and Stress Management Techniques IV01:26

Stress Prevention and Stress Management Techniques IV

25
Stress often leads to unhealthy habits like smoking, excessive drinking, and overeating, which offer short-term relief but ultimately increase long-term health risks. These behaviors create a cycle that temporarily lowers stress levels but can result in severe long-term health consequences. Breaking these habits is essential to reduce the risk of chronic diseases and improve overall well-being. Three primary changes that support better health include quitting smoking, reducing alcohol intake,...
25
Psychological Responses to Stress01:20

Psychological Responses to Stress

41
Psychological responses to stress encompass the various cognitive and emotional reactions individuals experience when faced with challenging or threatening situations, such as a job loss. Prolonged exposure to stressors can disturb emotional balance, increasing negative emotions (e.g., anxiety and sadness) and diminishing positive emotions (e.g., joy and satisfaction). These persistent emotional shifts are associated with an increased risk of both physical illness and mental health issues, such...
41
Stress Prevention and Stress Management Techniques V01:28

Stress Prevention and Stress Management Techniques V

26
A social support system is a structured network of personal relationships that provides assistance to individuals facing various challenges, offering a buffer against psychological and physical stressors. This network may consist of family members, friends, neighbors, colleagues, or other community members who provide resources and companionship. Social support can take many forms, including advice, emotional comfort, practical help, and companionship. Research indicates that these networks can...
26
Stress Prevention and Stress Management Techniques I01:26

Stress Prevention and Stress Management Techniques I

35
Stress prevention and management are crucial for maintaining well-being and building resilience. Techniques to manage stress include cultivating qualities like conscientiousness, a sense of personal control, and self-efficacy. Each of these traits significantly reduces stress and promotes healthier lifestyle choices and outcomes.
Conscientiousness
Conscientious individuals tend to be organized, responsible, and disciplined. They prioritize completing tasks and following structured routines,...
35
Stress Prevention and Stress Management Techniques VI01:30

Stress Prevention and Stress Management Techniques VI

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Adopting a healthier lifestyle often requires overcoming significant challenges, but leveraging psychological, social, and cultural resources can facilitate meaningful change. Effective self-change hinges on understanding and applying key tools such as motivation and goal setting, which help sustain efforts toward long-term health benefits.
Motivation and Self-Determination
Motivation, the driving force behind behavior, plays a pivotal role at every stage of the change process. The research...
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Updated: May 29, 2025

Evaluation of Commercial-Off-The-Shelf Wrist Wearables to Estimate Stress on Students
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使用智能办公室来预测职业压力.

Ane Alberdi1, Asier Aztiria1, Adrian Basarab2

  • 1Mondragon University, Electronics and Computing Department, Goiru Kalea, 2, Arrasate, 20500, Spain.

International journal of industrial ergonomics
|February 3, 2025
PubMed
概括
此摘要是机器生成的。

早期发现职业压力至关重要. 智能办公室数据,包括计算机使用和身体姿势,可以预测压力和工作负载水平,使及时干预能够保护员工健康和公司生产力.

关键词:
自动评估自动评估.行为行为行为.生理学 生理学 生理学智能办公室是一个智能办公室.压力 压力 压力 压力

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科学领域:

  • 职业健康 职业健康 职业健康 职业健康
  • 人与计算机的互动.
  • 数据科学是数据科学.

背景情况:

  • 职业压力导致严重的健康问题和经济损失.
  • 目前的压力检测方法往往是反应性的,缺少早期预警信号.
  • 在智能环境中需要不引人注目的早期检测系统.

研究的目的:

  • 开发模型来预测自我评估的压力和心理工作量.
  • 用生理和行为数据预测工作负载条件和变化.
  • 调查智能办公数据对早期压力检测的有效性.

主要方法:

  • 利用了不引人入胜地收集的智能办公数据 (计算机使用,姿势,运动).
  • 开发了回归模型来预测压力和工作负载得分.
  • 使用分类模型 (SMOTEBoost,RUSBoost) 来检测工作负载条件.
  • 评估数据标准化和NASA任务负载指数的适用性.

主要成果:

  • 行为变化准确地预测压力和心理工作负载水平.
  • 计算机使用模式,身体姿势和运动是关键预测因素.
  • 模型成功检测了工作负载条件和变化.
  • 阶级不平衡算法被证明是有效的.

结论:

  • 智能办公室数据提供了一种可行的方法,用于不引人注目的早期压力检测.
  • 预测模型可以识别有风险的工人,使及时干预成为可能.
  • 这种方法既有利于员工福祉,也有利于组织经济.