Suppr超能文献

一项用于改善初级保健中慢性肾脏病管理的电子临床决策支持系统的实用整群随机试验:设计、原理及实施经验

A Pragmatic Cluster Randomized Trial of an Electronic Clinical Decision Support System to Improve Chronic Kidney Disease Management in Primary Care: Design, Rationale, and Implementation Experience.

作者信息

Khoong Elaine C, Karliner Leah, Lo Lowell, Stebbins Marilyn, Robinson Andrew, Pathak Sarita, Santoyo-Olsson Jasmine, Scherzer Rebecca, Peralta Carmen A

机构信息

Division of General Internal Medicine at Zuckerberg San Francisco General Hospital, Department of Medicine, University of California San Francisco, San Francisco, CA, United States.

Division of General Internal Medicine, Department of Medicine, University of California San Francisco, San Francisco, CA, United States.

出版信息

JMIR Res Protoc. 2019 Jun 7;8(6):e14022. doi: 10.2196/14022.

Abstract

BACKGROUND

The diagnosis of chronic kidney disease (CKD) is based on laboratory results easily extracted from electronic health records; therefore, CKD identification and management is an ideal area for targeted electronic decision support efforts. Early CKD management frequently occurs in primary care settings where primary care providers (PCPs) may not implement all the best practices to prevent CKD-related complications. Few previous studies have employed randomized trials to assess a CKD electronic clinical decision support system (eCDSS) that provided recommendations to PCPs tailored to each patient based on laboratory results.

OBJECTIVE

The aim of this study was to report the trial design and implementation experience of a CKD eCDSS in primary care.

METHODS

This was a 3-arm pragmatic cluster-randomized trial at an academic general internal medicine practice. Eligible patients had 2 previous estimated-glomerular-filtration-rates by serum creatinine (eGFR) <60 mL/min/1.73m at least 90 days apart. Randomization occurred at the PCP level. For patients of PCPs in either of the 2 intervention arms, the research team ordered triple-marker testing (serum creatinine, serum cystatin-c, and urine albumin-creatinine-ratio) at the beginning of the study period, to be completed when acquiring labs for regular clinical care. The eCDSS launched for PCPs and patients in the intervention arms during a regular PCP visit subsequent to completing the triple-marker testing. The eCDSS delivered individualized guidance on cardiovascular risk-reduction, potassium and proteinuria management, and patient education. Patients in the eCDSS+ arm also received a pharmacist phone call to reinforce CKD-related education. The primary clinical outcome is blood pressure change from baseline at 6 months after the end of the trial, and the main secondary outcome is provider awareness of CKD diagnosis. We also collected process, patient-centered, and implementation outcomes.

RESULTS

A multidisciplinary team (primary care internist, nephrologists, pharmacist, and informaticist) designed the eCDSS to integrate into the current clinical workflow. All 81 PCPs contacted agreed to participate and were randomized. Of 995 patients initially eligible by eGFR, 413 were excluded per protocol and 58 opted out or withdrew, resulting in 524 patient participants (188 usual care; 165 eCDSS; and 171 eCDSS+). During the 12-month intervention period, 53.0% (178/336) of intervention patient participants completed triple-marker labs. Among these, 138/178 (77.5%) had a PCP appointment after the triple-marker labs resulted; the eCDSS was opened for 73.9% (102/138), with orders or education signed for 81.4% (83/102).

CONCLUSIONS

Successful integration of an eCDSS into primary care workflows and high eCDSS utilization rates at eligible visits suggest this tailored electronic approach is feasible and has the potential to improve guideline-concordant CKD care.

TRIAL REGISTRATION

ClinicalTrials.gov NCT02925962; https://clinicaltrials.gov/ct2/show/NCT02925962 (Archived by WebCite at http://www.webcitation.org/78qpx1mjR).

INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): DERR1-10.2196/14022.

摘要

背景

慢性肾脏病(CKD)的诊断基于易于从电子健康记录中提取的实验室检查结果;因此,CKD的识别与管理是电子决策支持靶向干预的理想领域。CKD的早期管理通常在初级保健机构进行,而初级保健提供者(PCP)可能并未实施所有最佳实践以预防CKD相关并发症。此前很少有研究采用随机试验来评估CKD电子临床决策支持系统(eCDSS),该系统可根据实验室检查结果为每位患者为PCP提供个性化建议。

目的

本研究旨在报告初级保健中CKD eCDSS的试验设计与实施经验。

方法

这是一项在学术性普通内科实践中进行的三臂实用性整群随机试验。符合条件的患者既往有两次基于血清肌酐的估算肾小球滤过率(eGFR)<60 mL/min/1.73m²,且间隔至少90天。随机分组在PCP层面进行。对于两个干预组中任一PCP的患者,研究团队在研究期开始时安排了三项指标检测(血清肌酐、血清胱抑素C和尿白蛋白肌酐比值),在获取常规临床护理实验室检查时完成。在完成三项指标检测后的一次常规PCP就诊期间,为干预组的PCP和患者启动了eCDSS。eCDSS提供了关于降低心血管风险、钾和蛋白尿管理以及患者教育的个性化指导。eCDSS+组的患者还接到了药剂师的电话,以强化CKD相关教育。主要临床结局是试验结束后6个月时血压相对于基线的变化,主要次要结局是提供者对CKD诊断的知晓情况。我们还收集了过程、以患者为中心和实施结局。

结果

一个多学科团队(初级保健内科医生、肾病学家、药剂师和信息学家)设计了eCDSS,以使其融入当前临床工作流程。联系的所有81位PCP均同意参与并被随机分组。在最初符合eGFR标准的995例患者中,根据方案排除了413例,58例选择退出或退出研究,最终有524例患者参与(188例常规护理;165例eCDSS;171例eCDSS+)。在12个月的干预期内,53.0%(178/336)的干预组患者完成了三项指标检测。其中,138/178(77.5%)在三项指标检测结果出来后进行了PCP预约;eCDSS开启率为73.9%(102/138),开具医嘱或进行教育的比例为81.4%(83/102)。

结论

eCDSS成功融入初级保健工作流程,且在符合条件的就诊中eCDSS利用率较高,表明这种个性化电子方法是可行的,并且有可能改善符合指南的CKD护理。

试验注册

ClinicalTrials.gov NCT02925962;https://clinicaltrials.gov/ct2/show/NCT02925962(由WebCite存档于http://www.webcitation.org/78qpx1mjR)。

国际注册报告识别号(IRRID):DERR1-10.2196/14022。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8a77/6594214/0731021a74a9/resprot_v8i6e14022_fig1.jpg

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验