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数据可视化对决策的影响及其对公共卫生实践的意义:系统文献回顾。

Impact of data visualization on decision-making and its implications for public health practice: a systematic literature review.

机构信息

Department of Social and Preventive Medicine, School of Medicine, Sungkyunkwan University, Suwon, Korea.

Department of Child, Family, & Population Health Nursing, University of Washington School of Nursing, Seattle, Washington, USA.

出版信息

Inform Health Soc Care. 2022 Apr 3;47(2):175-193. doi: 10.1080/17538157.2021.1982949. Epub 2021 Sep 28.

Abstract

Data visualization tools have the potential to support decision-making for public health professionals. This review summarizes the science and evidence regarding data visualization and its impact on decision-making behavior as informed by cognitive processes such as understanding, attitude, or perception.An electronic literature search was conducted using six databases, including reference list reviews. Search terms were pre-defined based on research questions.Sixteen studies were included in the final analysis. Data visualization interventions in this review were found to impact attitude, perception, and decision-making compared to controls. These relationships between the interventions and outcomes appear to be explained by mediating factors such as perceived trustworthiness and quality, domain-specific knowledge, basic beliefs shared by social groups, and political beliefs.Visualization appears to bring advantages by increasing the amount of information delivered and decreasing the cognitive and intellectual burden to interpret information for decision-making. However, understanding data visualization interventions specific to public health leaders' decision-making is lacking, and there is little guidance for understanding a participant's characteristics and tasks. The evidence from this review suggests positive effects of data visualization can be identified, depending on the control of confounding factors on attitude, perception, and decision-making.

摘要

数据可视化工具有可能为公共卫生专业人员的决策提供支持。本综述总结了有关数据可视化及其对决策行为的影响的科学和证据,这些影响是通过理解、态度或感知等认知过程来告知的。使用六个数据库进行了电子文献检索,包括参考文献综述。根据研究问题预先定义了搜索词。最终分析中纳入了 16 项研究。与对照组相比,本综述中的数据可视化干预措施被发现会影响态度、感知和决策。这些干预措施与结果之间的关系似乎可以通过中介因素来解释,例如感知可信度和质量、特定领域的知识、社会群体共同持有的基本信念以及政治信念。通过增加传递的信息量和减少解释信息以进行决策的认知和智力负担,可视化似乎带来了优势。然而,对于公共卫生领导者决策的数据可视化干预措施的理解还很缺乏,并且对于理解参与者的特征和任务几乎没有指导。本综述的证据表明,可以根据对态度、感知和决策的混杂因素的控制来确定数据可视化的积极影响。

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