信息太多?在紧急情况下使用无关信息支持决策

IF 2.8 4区 管理学 Q2 MANAGEMENT
Ofir Ben-Assuli, Ofer Arazy, Nanda Kumar, Itamar Shabtai
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引用次数: 1

摘要

紧急情况下的决策者需要利用广泛的可用证据,以便做出关键判断,但紧迫的时间压力表明,在某些情况下只能利用部分信息。为了解决这一矛盾,本研究重点关注从组织外部获得的外来信息的有用性,以及对通过本地信息系统获得的信息的补充。也就是说,我们探讨了健康信息交换(HIE)--一种整合跨医疗机构和医疗点的患者临床信息的网络--的使用在多大程度上促进了医院急诊科(ED)的诊断决策。通过认知决策理论的视角,我们提出了关于任务的认知要求(诊断复杂性)和临床医生的时间可用性(急诊室拥挤程度)对使用外来信息(以 HIE 数据的形式)和决策质量(急诊室重访率)之间关系的调节作用的假设。我们的实证调查采用了从医院网络收集的完整现场数据,记录了超过 50 万次的急诊室就诊情况。结果显示,一般来说,急诊室临床医生使用 HIE 可以提高决策质量,这体现在急诊室病人复诊率的降低上。然而,当诊断复杂程度较低时,这种效果就会发生逆转,即使用 HIE 会增加急诊室复诊率。我们的讨论强调了外来信息有助于改善决策的条件,并呼吁在急诊环境中谨慎使用组织间信息交流。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Too much information? The use of extraneous information to support decision-making in emergency settings

Too much information? The use of extraneous information to support decision-making in emergency settings

Decision-makers in emergency settings need to employ the breadth of evidence available so as to inform critical judgments, yet the acute time pressure suggests that in some cases only partial information could be employed. Investigating this tension, the current study focuses on the usefulness of extraneous information that arrives from outside the organization and supplements the information that is available through local information systems. Namely, we explore the extent to which the use of Health Information Exchanges (HIEs)—a network that integrates patients’ clinical information across medical organizations and points of care—facilitates diagnosis decisions in hospitals’ emergency departments (EDs). Adopting the lens of cognitive decision-making theory, we advance hypotheses regarding the moderating effects of the tasks’ cognitive requirements (diagnosis complexity) and clinicians’ time availability (ED crowdedness) on the relation between the use of extraneous information (in the form of HIE data) and decision quality (ED revisit rate). Our empirical investigation employs complete field data collected from a network of hospitals, capturing over half-a-million patient ED encounters. The results reveal that, in general, ED clinicians’ use of the HIE improves decision quality, as reflected in reduced patient revisits to the ED. However, when diagnosis complexity is low, this effect is reversed, such that HIE use is associated with increased ED revisit rates. Our discussion highlights the conditions under which extraneous information contributes to better decision-making and calls for a mindful use of interorganizational information exchanges in emergency settings.

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来源期刊
DECISION SCIENCES
DECISION SCIENCES MANAGEMENT-
CiteScore
12.40
自引率
1.80%
发文量
34
期刊介绍: Decision Sciences, a premier journal of the Decision Sciences Institute, publishes scholarly research about decision making within the boundaries of an organization, as well as decisions involving inter-firm coordination. The journal promotes research advancing decision making at the interfaces of business functions and organizational boundaries. The journal also seeks articles extending established lines of work assuming the results of the research have the potential to substantially impact either decision making theory or industry practice. Ground-breaking research articles that enhance managerial understanding of decision making processes and stimulate further research in multi-disciplinary domains are particularly encouraged.
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