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临床决策支持以增加急诊纳洛酮共同处方:实施报告。

Clinical Decision Support to Increase Emergency Department Naloxone Coprescribing: Implementation Report.

机构信息

Department of Emergency Medicine, School of Medicine, University of Colorado Anschutz Medical Campus, 12401 East 17th Avenue, 7th Floor, Aurora, CO, 80045, United States, 1 2039821107.

Adult and Child Center for Outcomes Research and Delivery Science Center, University of Colorado Anschutz Medical Campus, Aurora, CO, United States.

出版信息

JMIR Med Inform. 2024 Nov 6;12:e58276. doi: 10.2196/58276.

DOI:10.2196/58276
PMID:39504560
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11560079/
Abstract

BACKGROUND

Coprescribing naloxone with opioid analgesics is a Centers for Disease Control and Prevention (CDC) best practice to mitigate the risk of fatal opioid overdose, yet coprescription by emergency medicine clinicians is rare, occurring less than 5% of the time it is indicated. Clinical decision support (CDS) has been associated with increased naloxone prescribing; however, key CDS design characteristics and pragmatic outcome measures necessary to understand replicability and effectiveness have not been reported.

OBJECTIVE

This study aimed to rigorously evaluate and quantify the impact of CDS designed to improve emergency department (ED) naloxone coprescribing. We hypothesized CDS would increase naloxone coprescribing and the number of naloxone prescriptions filled by patients discharged from EDs in a large health care system.

METHODS

Following user-centered design principles, we designed and implemented a fully automated, interruptive, electronic health record-based CDS to nudge clinicians to coprescribe naloxone with high-risk opioid prescriptions. "High-risk" opioid prescriptions were defined as any opioid analgesic prescription ≥90 total morphine milligram equivalents per day or for patients with a prior diagnosis of opioid use disorder or opioid overdose. The Reach, Effectiveness, Adoption, Implementation, and Maintenance (RE-AIM) framework was used to evaluate pragmatic CDS outcomes of reach, effectiveness, adoption, implementation, and maintenance. Effectiveness was the primary outcome of interest and was assessed by (1) constructing a Bayesian structural time-series model of the number of ED visits with naloxone coprescriptions before and after CDS implementation and (2) calculating the percentage of naloxone prescriptions associated with CDS that were filled at an outpatient pharmacy. Mann-Kendall tests were used to evaluate longitudinal trends in CDS adoption. All outcomes were analyzed in R (version 4.2.2; R Core Team).

UNLABELLED

Between November 2019 and July 2023, there were 1,994,994 ED visits. CDS reached clinicians in 0.83% (16,566/1,994,994) of all visits and 15.99% (16,566/103,606) of ED visits where an opioid was prescribed at discharge. Clinicians adopted CDS, coprescribing naloxone in 34.36% (6613/19,246) of alerts. CDS was effective, increasing naloxone coprescribing from baseline by 18.1 (95% CI 17.9-18.3) coprescriptions per week or 2,327% (95% CI 3390-3490). Patients filled 43.80% (1989/4541) of naloxone coprescriptions. The CDS was implemented simultaneously at every ED and no adaptations were made to CDS postimplementation. CDS was maintained beyond the study period and maintained its effect, with adoption increasing over time (τ=0.454; P<.001).

CONCLUSIONS

Our findings advance the evidence that electronic health record-based CDS increases the number of naloxone coprescriptions and improves the distribution of naloxone. Our time series analysis controls for secular trends and strongly suggests that minimally interruptive CDS significantly improves process outcomes.

摘要

背景

与阿片类镇痛药共同开处纳洛酮是疾病预防控制中心 (CDC) 的最佳实践,可以降低致命阿片类药物过量的风险,但急诊医学临床医生共同开处纳洛酮的情况很少见,指示开处时不到 5%的时间会共同开处。临床决策支持 (CDS) 与增加纳洛酮处方有关;然而,为了理解可复制性和有效性,还没有报告关键的 CDS 设计特征和实用结果衡量标准。

目的

本研究旨在严格评估和量化旨在改善急诊科 (ED) 纳洛酮共同开处的 CDS 的影响。我们假设 CDS 将增加纳洛酮共同开处的数量,并增加从 ED 出院的患者的纳洛酮处方数量。

方法

根据用户为中心的设计原则,我们设计并实施了一种完全自动化、中断式、基于电子健康记录的 CDS,以促使临床医生共同开处高风险阿片类药物处方的纳洛酮。“高风险”阿片类药物处方定义为任何阿片类镇痛药处方的总吗啡毫克当量≥90 或有阿片类药物使用障碍或阿片类药物过量诊断史的患者。采用 Reach、Effectiveness、Adoption、Implementation 和 Maintenance(RE-AIM)框架评估 CDS 在实际应用中的实用性结果,包括可达性、有效性、采用率、实施情况和维持情况。有效性是主要的研究结果,通过(1)构建 CDS 实施前后 ED 就诊时纳洛酮共同开处数量的贝叶斯结构时间序列模型,(2)计算与 CDS 相关的纳洛酮处方中有多少在门诊药房填写。Mann-Kendall 检验用于评估 CDS 采用的纵向趋势。所有结果均在 R(版本 4.2.2;R Core Team)中进行分析。

未加说明

2019 年 11 月至 2023 年 7 月期间,有 1,994,994 次 ED 就诊。CDS 到达了 0.83%(16,566/1,994,994)的所有就诊者和 15.99%(16,566/103,606)的开处阿片类药物的 ED 就诊者的临床医生。临床医生采用了 CDS,在 34.36%(6613/19,246)的警报中共同开处了纳洛酮。CDS 有效,使纳洛酮共同开处每周增加 18.1(95% CI 17.9-18.3),每周增加 2,327%(95% CI 3390-3490)。有 43.80%(1989/4541)的纳洛酮共同处方被患者填写。CDS 同时在每个 ED 实施,并且在实施后没有对 CDS 进行调整。CDS 在研究期间后得到维持,并且维持其效果,随着时间的推移采用率增加(τ=0.454;P<.001)。

结论

我们的研究结果进一步证明了基于电子健康记录的 CDS 可以增加纳洛酮共同开处的数量,并改善纳洛酮的发放。我们的时间序列分析控制了季节性趋势,强烈表明最小程度的中断式 CDS 显著改善了流程结果。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3c10/11560079/52f061e9539c/medinform-v12-e58276-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3c10/11560079/52f061e9539c/medinform-v12-e58276-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3c10/11560079/52f061e9539c/medinform-v12-e58276-g001.jpg

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