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Drug prescription behavior and decision support systems

机译:药物处方行为和决策支持系统

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Adverse drug events plague the outcomes of health care services. In this research, we propose a clinical learning model that incorporates the use of a decision support system (DSS) in drug prescriptions to improve physicians' decisions about the initial drug selection and administration. The model allows for both the analytical investigation of the effects of different DSS features on clinical learning and the estimation of the physician learning behavior given a panel data set. The analytical results suggest that using a DSS to improve physicians' prescription decisions would positively influence their clinical learning. Conversely, without improvements in successful drug selection, the use of a DSS would negatively affect clinical learning. The empirical results provide further evidence on the factors that drive physicians' responses to information sources and the extent to which they rely on clinical experience in prescribing drugs.
机译:药品不良事件困扰着医疗服务的结果。在这项研究中,我们提出了一种临床学习模型,该模型在药物处方中结合了决策支持系统(DSS)的使用,以改善医生对初始药物选择和给药的决策。该模型既可以对不同DSS功能对临床学习的影响进行分析研究,也可以在给定面板数据集的情况下评估医师的学习行为。分析结果表明,使用DSS改善医师的处方决策将对他们的临床学习产生积极影响。相反,如果没有成功选择药物的改进,使用DSS会对临床学习产生负面影响。实验结果为驱动医师对信息源做出反应的因素以及他们在处方药物时依赖临床经验的程度提供了进一步的证据。

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