Cornelius Born, Romy Schwarz, Timo Phillip Böttcher, Andreas Hein, Helmut Krcmar
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引用次数: 0
Abstract
Objectives: Healthcare providers employ heuristic and analytical decision-making to navigate the high-stakes environment of the emergency department (ED). Despite the increasing integration of information systems (ISs), research on their efficacy is conflicting. Drawing on related fields, we investigate how timing and mode of delivery influence IS effectiveness. Our objective is to reconcile previous contradictory findings, shedding light on optimal IS design in the ED.
Materials and methods: We conducted a systematic review following PRISMA across PubMed, Scopus, and Web of Science. We coded the ISs' timing as heuristic or analytical, their mode of delivery as active for automatic alerts and passive when requiring user-initiated information retrieval, and their effect on process, economic, and clinical outcomes.
Results: Our analysis included 83 studies. During early heuristic decision-making, most active interventions were ineffective, while passive interventions generally improved outcomes. In the analytical phase, the effects were reversed. Passive interventions that facilitate information extraction consistently improved outcomes.
Discussion: Our findings suggest that the effectiveness of active interventions negatively correlates with the amount of information received during delivery. During early heuristic decision-making, when information overload is high, physicians are unresponsive to alerts and proactively consult passive resources. In the later analytical phases, physicians show increased receptivity to alerts due to decreased diagnostic uncertainty and information quantity. Interventions that limit information lead to positive outcomes, supporting our interpretation.
Conclusion: We synthesize our findings into an integrated model that reveals the underlying reasons for conflicting findings from previous reviews and can guide practitioners in designing ISs in the ED.
目标:医疗服务提供者利用启发式和分析式决策来驾驭急诊科(ED)这个高风险的环境。尽管信息系统(IS)的集成度越来越高,但有关其有效性的研究却相互矛盾。我们借鉴相关领域的研究成果,探讨了时间安排和交付方式如何影响信息系统的有效性。我们的目标是调和之前相互矛盾的研究结果,为急诊室的最佳信息系统设计提供启示:我们在 PubMed、Scopus 和 Web of Science 上按照 PRISMA 进行了系统综述。我们对 IS 的时间安排进行了启发式或分析式编码,对其提供模式进行了主动式编码(自动提醒)和被动式编码(需要用户主动检索信息),并对其对流程、经济和临床结果的影响进行了编码:我们的分析包括 83 项研究。在早期启发式决策阶段,大多数主动干预无效,而被动干预一般都能改善结果。在分析阶段,效果则相反。促进信息提取的被动干预始终能改善结果:讨论:我们的研究结果表明,主动干预的效果与实施过程中获得的信息量呈负相关。在早期启发式决策阶段,当信息超载时,医生对警报反应迟钝,并主动咨询被动资源。在后期的分析阶段,由于诊断的不确定性和信息量的减少,医生对警报的接受度有所提高。限制信息量的干预措施带来了积极的结果,支持了我们的解释:我们将研究结果归纳为一个综合模型,该模型揭示了以往研究结果相互矛盾的根本原因,可指导从业人员在急诊室设计信息系统。
期刊介绍:
JAMIA is AMIA''s premier peer-reviewed journal for biomedical and health informatics. Covering the full spectrum of activities in the field, JAMIA includes informatics articles in the areas of clinical care, clinical research, translational science, implementation science, imaging, education, consumer health, public health, and policy. JAMIA''s articles describe innovative informatics research and systems that help to advance biomedical science and to promote health. Case reports, perspectives and reviews also help readers stay connected with the most important informatics developments in implementation, policy and education.