cs.AI updates on arXiv.org 11月03日 13:18
临床决策支持系统在低中收入国家影响研究
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本文概述了在低中收入国家(LMICs)量化临床决策支持系统(CDSS)对患者及医疗服务影响的量化方法。研究将包括比较定量设计(随机试验、对照前后、中断时间序列、比较队列)评估CDSS在世行定义的LMICs中的应用。

arXiv:2510.26812v1 Announce Type: cross Abstract: Clinical decision support systems (CDSS) are used to improve clinical and service outcomes, yet evidence from low- and middle-income countries (LMICs) is dispersed. This protocol outlines methods to quantify the impact of CDSS on patient and healthcare delivery outcomes in LMICs. We will include comparative quantitative designs (randomized trials, controlled before-after, interrupted time series, comparative cohorts) evaluating CDSS in World Bank-defined LMICs. Standalone qualitative studies are excluded; mixed-methods studies are eligible only if they report comparative quantitative outcomes, for which we will extract the quantitative component. Searches (from inception to 30 September 2024) will cover MEDLINE, Embase, CINAHL, CENTRAL, Web of Science, Global Health, Scopus, IEEE Xplore, LILACS, African Index Medicus, and IndMED, plus grey sources. Screening and extraction will be performed in duplicate. Risk of bias will be assessed with RoB 2 (randomized trials) and ROBINS-I (non-randomized). Random-effects meta-analysis will be performed where outcomes are conceptually or statistically comparable; otherwise, a structured narrative synthesis will be presented. Heterogeneity will be explored using relative and absolute metrics and a priori subgroups or meta-regression (condition area, care level, CDSS type, readiness proxies, study design).

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临床决策支持系统 低中收入国家 量化研究 医疗服务 比较设计
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