研究中国安全生产指标与经济和社会指标之间的发展关系
Dandan Han1,2, Shuhao Fang3, Hongqing Zhu1
1School of Emergency Management and Safety Engineering, China University of Mining and Technology-Beijing, Beijing, 100080, China.
Scientific reports
|August 26, 2024
概括
中国中国中国中国.
科学领域:
- 职业健康和安全问题 职业健康和安全问题
- 经济分析 经济分析
- 统计建模 统计建模
背景情况:
- 在过去的20年里,中国在安全生产指标方面经历了显著的改进.
- 与此同时,14个经济和社会指标显示出快速发展.
- 了解这些因素之间的相互作用对于政策制定至关重要.
研究的目的:
- 统计分析中国安全生产指标与经济/社会指标在20多年间的关系.
- 确定影响安全结果的关键经济和社会因素.
- 为中国的未来政策提供数据驱动的指导.
主要方法:
- 对20年的指标数据进行统计分析.
- 灰色关系分析以确定相关度.
- 多重线性回归建模以建立预测关系.
主要成果:
- 在死亡,与工作有关的伤害和职业病方面观察到显著的改善.
- 灰色关系分析显示,经济和社会指标对安全结果的影响各不相同.
- 开发了一个经过验证的多重线性回归模型.
结论:
- 中国的经济和社会发展与安全生产有着复杂的关系.
- 具体指标显著影响安全结果,需要有针对性的干预措施.
- 该研究为优化安全和经济政策提供了定量基础.
更多相关视频
11:41Evaluation of an Exclusive Spur Dike U-Turn Design with Radar-Collected Data and Simulation
Published on: February 1, 2020
20.3K
08:24The Joint Effect of Social Comparison and Social Distance on Evaluation of Intertemporal Choice Outcomes in Event-related Potential Studies
Published on: August 25, 2023
660
相关概念视频
Sustainable Development
13.2K
As the human population continues to grow and use resources, we must be mindful of our planet’s natural limits. Sustainable development provides a pathway to maintain and improve human life now while also ensuring that future generations will have the resources that they need. The long-term success of sustainability efforts rests on understanding the interplay between human actions and ecological systems.
13.2K
Survey Safety
25
Surveying near highways, rough terrain, or power lines involves significant risks. Working along highways is particularly dangerous and requires the use of warning signs and flagmen. It is safest to avoid working directly on roads and use offsets whenever possible. When highway work is unavoidable, it must follow all safety guidelines. Surveyors should wear bright clothing, such as orange reflective vests, to ensure visibility to motorists, coworkers, and hunters. In construction zones, wearing...
25
Introduction to Statistical Process Control
98
Statistical Process Control (SPC) is a method used to monitor and control quality within processes, particularly in manufacturing and service delivery, by employing statistical methods. SPC aims to distinguish between natural (common cause) variation and variation due to specific changes or events (special cause), allowing for timely improvements and sustained quality. The control chart, a pivotal tool in SPC, visually displays data over time alongside a central line of upper and lower control...
98
Socioemotional Experience and Gender Development
25
Social-emotional experiences and cultural influences play significant roles in shaping gender development. During middle childhood, from ages 6 to 11, peer groups become dominant in reinforcing gender norms. Children in this age group often align with same-gender peer groups, which actively encourage behaviors that conform to traditional gender roles. For instance, boys may be discouraged from engaging in activities perceived as feminine, reinforcing culturally dictated norms about masculinity...
25
Hazard Ratio
103
The hazard ratio (HR) is a widely used measure in clinical trials to compare the risk of events, such as death or disease recurrence, between two groups over time. It reflects the ratio of hazard rates—the instantaneous risk of the event occurring—between a treatment group and a control group. This measure provides valuable insights into the relative effectiveness of a treatment by assessing how the risk of an event differs between the two groups.
For example, in a clinical trial...
For example, in a clinical trial...
103
Introduction to Test of Independence
2.2K
In statistics, the term independence means that one can directly obtain the probability of any event involving both variables by multiplying their individual probabilities. Tests of independence are chi-square tests involving the use of a contingency table of observed (data) values.
The test statistic for a test of independence is similar to that of a goodness-of-fit test:
The test statistic for a test of independence is similar to that of a goodness-of-fit test:
2.2K
