Dlugos Kayla V, Mazwi Mjaye, Lao Robert, Honjo Osami
Institute of Medical Science, University of Toronto, Toronto, Canada.
Division of Cardiovascular Surgery, The Labatt Family Heart Centre, The Hospital for Sick Children, Toronto, Canada.
BMC Med Inform Decis Mak. 2025 Feb 17;25(1):86. doi: 10.1186/s12911-025-02905-z.
Unwanted random variability in day-to-day decision making referred to as 'noise' is associated with unhelpful variation that affects both the reproducibility and quality of decision making. Although this is described in other fields, the prevalence of noise in medical decision making and its effects on patient outcomes and the process and efficiency of care have not been reported and are unknown. This review sought to explore noise as a feature of medical decision making, as well as explore potential sources of noise in this setting. The search generated 2,082 results. Analysis of 14 studies included in the review (11 PubMed, 3 reference mining) suggests noise is a driver of unhelpful practice variation and may have important effects on care efficiency and reproducibility. 7 of the 14 studies demonstrated pattern noise, 3 demonstrated occasion noise, and 5 demonstrated stable pattern noise. The decision making in 8 studies demonstrated level noise, and lastly the decision making in 4 of the studies demonstrated system noise, a combination of both pattern and level noise. Additional study is required to ascertain how to measure and mitigate noise in medical decision making, as well as better understand the sources of noise present. Clinical trial number not applicable.
日常决策中不必要的随机变异性,即所谓的“噪声”,与有害变异相关,这种有害变异会影响决策的可重复性和质量。尽管在其他领域对此有所描述,但医学决策中噪声的普遍性及其对患者预后以及护理过程和效率的影响尚未见报道,也尚不清楚。本综述旨在探讨噪声作为医学决策的一个特征,以及在这种情况下噪声的潜在来源。检索共产生2082条结果。对纳入综述的14项研究(11项来自PubMed,3项来自参考文献挖掘)的分析表明,噪声是有害实践变异的一个驱动因素,可能对护理效率和可重复性产生重要影响。14项研究中有7项显示出模式噪声,3项显示出情境噪声,5项显示出稳定模式噪声。8项研究中的决策显示出水平噪声,最后4项研究中的决策显示出系统噪声,即模式噪声和水平噪声的组合。需要进一步研究以确定如何测量和减轻医学决策中的噪声,以及更好地了解现存噪声的来源。临床试验编号不适用。