通过计算方法增强风险和危机沟通:一个系统的文献审查
Madison H Munro1, Ross J Gore2, Christopher J Lynch2
1Gianforte School of Computing, Montana State University, Bozeman, Montana, USA.
Risk analysis : an official publication of the Society for Risk Analysis
|December 15, 2024
概括
这项研究审查了风险和危机沟通 (RCC) 研究,发现计算方法主要提高信息有效性,而不是效率. 未来的研究应该专注于计算方法,以有效地构建消息,以便在危机期间更好地告知社区.
科学领域:
- 风险和危机沟通 (RCC) 风险和危机沟通
- 计算社会科学 计算社会科学
- 信息科学 信息科学 信息科学
背景情况:
- 风险和危机沟通 (RCC) 研究越来越多地将社会科学理论与数据科学工具相结合.
- 在RCC中,现有的系统文献审查 (SLR) 主要集中在信息有效性的计算评估上,而不是效率.
- 在理解有效构建风险信息的计算方法方面存在差距.
研究的目的:
- 对RCC当前的计算方法进行系统文献审查 (SLR).
- 识别可提高风险信息构建效率和效率的计算方法.
- 为了突出研究计算方法的稀缺性,专门用于信息构建.
主要方法:
- 系统性文献审查 (SLR) 方法.
- 分析现有的RCC研究,重点是计算工具和理论框架.
- 方法的分类基于其应用到消息的有效性与效率.
主要成果:
- 大多数RCC研究使用理论框架和计算方法来分析或分类消息元素以提高效率.
- 计算和手工方法目前仅限于信息分类以提高效率.
- 应用到实际构建风险信息的特定计算方法的记录很少.
结论:
- 在RCC研究中,有很大需要推进计算方法的应用.
- 未来的研究应该优先考虑开发和应用计算技术,以提高风险信息构建的有效性和效率.
- 改进信息构建的计算方法可以导致更快,更有效的警告,在危险事件期间可能挽救生命.
更多相关视频
相关概念视频
Steps in Outbreak Investigation
105
In the ever-evolving field of public health, statistical analysis serves as a cornerstone for understanding and managing disease outbreaks. By leveraging various statistical tools, health professionals can predict potential outbreaks, analyze ongoing situations, and devise effective responses to mitigate impact. For that to happen, there are a few possible stages of the analysis:
105
Applications of GIS: Disaster Management and Emergency Response
36
Geographic Information System (GIS) technology is essential for risk identification, action prioritization, and resource optimization in critical situations like flooding and earthquakes. By integrating spatial and demographic data, GIS provides a comprehensive framework for emergency response.GIS integrates data layers, like rainfall intensity, topography, elevation profiles, and river levels, to model high-risk flood zones. These layers assess areas susceptible to flooding based on their...
36
Strategies for Assessing and Addressing Confounding
83
Confounding is a critical issue in epidemiological studies, often leading to misleading conclusions about associations between exposures and outcomes. It occurs when the relationship between the exposure and the outcome is mixed with the effects of other factors that influence the outcome. Given that, addressing confounding is of high importance for drawing accurate inferences in research.
Confounding can be addressed at both the design phase of a study and through analytical methods after data...
Confounding can be addressed at both the design phase of a study and through analytical methods after data...
83
Levels of Communication II: Organizational, Public, and Group Dynamics
2.0K
Effective communication is the foundation of a good organization. Communication is the lifeblood of an organization that connects the group with messages. In an organization, communication occurs in upward, downward, and horizontal lines. Downward communication travels from the administrative and senior levels to the staff through official channels such as manuals, rules and regulations, and organizational charts. Staff members initiate upward communication, which is addressed to executives and...
2.0K
Types of Biopharmaceutical Studies: Controlled and Non-Controlled Approaches
120
Biopharmaceutical studies constitute a vital field aiming to enhance drug delivery methods and refine therapeutic approaches, drawing upon diverse interdisciplinary knowledge. In research methodologies, the choice between controlled and non-controlled studies significantly influences the study's reliability and accuracy.
Non-controlled studies, commonly employed for initial exploration, lack a control group, rendering them susceptible to biases and external influences. In contrast,...
Non-controlled studies, commonly employed for initial exploration, lack a control group, rendering them susceptible to biases and external influences. In contrast,...
120
Manipulation and Analysis
18
GIS manipulation and analysis functions are vital for decision-making and planning. These activities range from data retrieval tasks, such as selecting information based on specific criteria, to advanced analytical techniques that address complex spatial problems.One critical GIS analysis method is overlaying, which combines multiple data layers to examine impacts. For example, overlaying a river-dammed lake boundary with road networks can identify affected infrastructure. Another common...
18


