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Barriers and Facilitators to Implementation of Medication Decision Support Systems in Electronic Medical Records: Mixed Methods Approach Based on Structural Equation Modeling and Qualitative Analysis

机译:障碍和促进者在电子医疗记录中实施药物决策支持系统:基于结构方程建模和定性分析的混合方法方法

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Background Adverse drug events (ADEs) resulting from medication error are some of the most common causes of iatrogenic injuries in hospitals. With the appropriate use of medication, ADEs can be prevented and ameliorated. Efforts to reduce medication errors and prevent ADEs have been made by implementing a medication decision support system (MDSS) in electronic health records (EHRs). However, physicians tend to override most MDSS alerts. Objective In order to improve MDSS functionality, we must understand what factors users consider essential for the successful implementation of an MDSS into their clinical setting. This study followed the implementation process for an MDSS within a comprehensive EHR system and analyzed the relevant barriers and facilitators. Methods A mixed research methodology was adopted. Data from a structured survey and 15 in-depth interviews were integrated. Structural equation modeling was conducted for quantitative analysis of factors related to user adoption of MDSS. Qualitative analysis based on semistructured interviews with physicians was conducted to collect various opinions on MDSS implementation. Results Quantitative analysis revealed that physicians’ expectations regarding ease of use and performance improvement are crucial. Qualitative analysis identified four significant barriers to MDSS implementation: alert fatigue, lack of accuracy, poor user interface design, and lack of customizability. Conclusions This study revealed barriers and facilitators to the implementation of MDSS. The findings can be applied to upgrade MDSS in the future.
机译:背景技术药物误差引起的不良药物事件(ades)是医院治理伤害的一些最常见原因。通过适当使用药物,可以防止和改善ades。通过在电子健康记录(EHRS)中实施药物决策支持系统(MDS),已经制定了减少药物错误和预防ad的努力。但是,医生倾向于覆盖大多数MDS的警报。目的是为了提高MDSS功能,我们必须了解用户考虑在其临床环境中成功实施MDS的重要因素。本研究遵循全面的EHR系统内MDS的实施过程,并分析了相关的障碍和促进者。方法采用混合研究方法。集成了结构化调查和15次深入访谈的数据。进行了结构方程建模,用于定量分析与用户采用MDSS相关的因素分析。根据MDSS实施的,对基于半系统访谈进行的定性分析进行了针对MDSS的实施。结果定量分析显示,医生对易用性和性能改善的期望至关重要。定性分析确定了MDSS实施的四个重要障碍:警报疲劳,缺乏准确性,用户界面设计差,缺乏可定制性。结论本研究揭示了MDSS的实施障碍和促进者。可以应用调查结果将来升级MDS。

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