Department of Health Outcomes and Behavior, H. Lee Moffitt Cancer Center & Research Institute, Tampa, Florida.
Department of Industrial and Systems Engineering, University of Wisconsin at Madison, Madison.
JAMA Netw Open. 2024 Sep 3;7(9):e2432760. doi: 10.1001/jamanetworkopen.2024.32760.
Nudges have been increasingly studied as a tool for facilitating behavior change and may represent a novel way to modify the electronic health record (EHR) to encourage evidence-based care.
To evaluate the association between EHR nudges and health care outcomes in primary care settings and describe implementation facilitators and barriers.
On June 9, 2023, an electronic search was performed in PubMed, Embase, PsycINFO, CINAHL, and Web of Science for all articles about clinician-facing EHR nudges. After reviewing titles, abstracts, and full texts, the present review was restricted to articles that used a randomized clinical trial (RCT) design, focused on primary care settings, and evaluated the association between EHR nudges and health care quality and patient outcome measures. Two reviewers abstracted the following elements: country, targeted clinician types, medical conditions studied, length of evaluation period, study design, sample size, intervention conditions, nudge mechanisms, implementation facilitators and barriers encountered, and major findings. The findings were qualitatively reported by type of health care quality and patient outcome and type of primary care condition targeted. The Risk of Bias 2.0 tool was adapted to evaluate the studies based on RCT design (cluster, parallel, crossover). Studies were scored from 0 to 5 points, with higher scores indicating lower risk of bias.
Fifty-four studies met the inclusion criteria. Overall, most studies (79.6%) were assessed to have a moderate risk of bias. Most or all descriptive (eg, documentation patterns) (30 of 38) or patient-centeredness measures (4 of 4) had positive associations with EHR nudges. As for other measures of health care quality and patient outcomes, few had positive associations between EHR nudges and patient safety (4 of 12), effectiveness (19 of 48), efficiency (0 of 4), patient-reported outcomes (0 of 3), patient adherence (1 of 2), or clinical outcome measures (1 of 7).
This systematic review found low- and moderate-quality evidence that suggested that EHR nudges were associated with improved descriptive measures (eg, documentation patterns). Meanwhile, it was unclear whether EHR nudges were associated with improvements in other areas of health care quality, such as effectiveness and patient safety outcomes. Future research is needed using longer evaluation periods, a broader range of primary care conditions, and in deimplementation contexts.
助推器作为一种促进行为改变的工具,其研究越来越多,可能代表了一种修改电子健康记录 (EHR) 以鼓励基于证据的护理的新方法。
在初级保健环境中评估 EHR 助推器与医疗保健结果之间的关联,并描述实施的促进因素和障碍。
2023 年 6 月 9 日,在 PubMed、Embase、PsycINFO、CINAHL 和 Web of Science 中对所有关于面向临床医生的 EHR 助推器的文章进行了电子检索。在审查标题、摘要和全文后,本综述仅限于使用随机临床试验 (RCT) 设计、关注初级保健环境以及评估 EHR 助推器与医疗保健质量和患者结果测量之间关联的文章。两位审查员提取了以下要素:国家、目标临床医生类型、研究的医疗条件、评估期长度、研究设计、样本量、干预条件、助推器机制、遇到的实施促进因素和障碍以及主要发现。研究结果按医疗保健质量和患者结果的类型和目标初级保健条件的类型进行定性报告。适应性风险 2.0 工具用于根据 RCT 设计(聚类、平行、交叉)评估研究。研究得分为 0 至 5 分,得分越高表示偏倚风险越低。
54 项研究符合纳入标准。总体而言,大多数研究(79.6%)被评估为具有中度偏倚风险。大多数或所有描述性(例如,记录模式)(38 项中的 30 项)或以患者为中心的措施(4 项中的 4 项)与 EHR 助推器呈正相关。至于其他医疗保健质量和患者结果的测量,EHR 助推器与患者安全(12 项中的 4 项)、有效性(48 项中的 19 项)、效率(4 项中的 0 项)、患者报告的结果(3 项中的 0 项)、患者依从性(2 项中的 1 项)或临床结果测量(7 项中的 1 项)之间的正相关关系很少。
本系统评价发现,低质量和中等质量的证据表明,EHR 助推器与改善描述性措施(例如,记录模式)相关。同时,尚不清楚 EHR 助推器是否与医疗保健质量的其他领域(如有效性和患者安全结果)的改善相关。需要使用更长的评估期、更广泛的初级保健条件和去实施背景进行未来的研究。