Suppr超能文献

及时数据支持针对性质量改进措施:毛细支气管炎可视分析仪表板的应用。

Timely Data for Targeted Quality Improvement Interventions: Use of a Visual Analytics Dashboard for Bronchiolitis.

机构信息

Hospital Medicine, Children's Minnesota, Minneapolis, Minnesota, United States.

ITS Knowledge Systems, Children's Minnesota, Minneapolis, Minnesota, United States.

出版信息

Appl Clin Inform. 2019 Jan;10(1):168-174. doi: 10.1055/s-0039-1679868. Epub 2019 Mar 6.

Abstract

BACKGROUND

Standard methods for obtaining data may delay quality improvement (QI) interventions including for bronchiolitis, a common cause of childhood hospitalization.

OBJECTIVE

To describe the use of a dashboard in the context of a multifaceted QI intervention aimed at reducing the use of chest radiographs, bronchodilators, antibiotics, steroids, and viral testing in patients with bronchiolitis.

METHODS

This QI initiative took place at Children's Minnesota, a large, not-for-profit children's health care organization. A multidisciplinary bronchiolitis workgroup developed a local clinical guideline and order-set. Delays in obtaining baseline data prompted a pediatric hospitalist and information technology specialist to modify a vendor's dashboard to display data related to bronchiolitis guideline metrics. Patients 2 months to 2 years old with a bronchiolitis emergency department (ED)/inpatient encounter in the period October 1, 2014 to April 30, 2018 were included. The primary outcome was a functioning dashboard; a process measure was the percentage of ED clinician logins. Outcome measures included the percent use of guideline metrics (e.g., bronchodilators) displayed on statistical process control charts (ED vs. inpatient). Balancing measures included length of stay, charge ratios, and hospital revisits.

RESULTS

A workgroup (formed October 2015) implemented a bronchiolitis order-set and guideline (February 2016) followed by a bronchiolitis dashboard (August 2016) consolidating disparate data sources loaded within 2 to 4 days of discharge. In total, 35% of ED clinicians logged in. Leaders used the dashboard to target and track interventions such as a bronchodilator order alert. There were improvements in most outcome metrics; however, timing did not suggest direct dashboard impact. ED balancing measures were lower after implementation.

CONCLUSION

We described use of a dashboard to support a multifaceted QI initiative for bronchiolitis. Leaders used the dashboard for targeted interventions but the dashboard did not directly impact the observed improvements. Future studies should assess reasons for low individual dashboard use.

摘要

背景

标准的数据获取方法可能会延迟质量改进(QI)干预,包括毛细支气管炎在内,这是儿童住院的常见原因。

目的

描述在一项多方面的QI 干预中使用仪表板的情况,该干预旨在减少毛细支气管炎患者使用胸部 X 光、支气管扩张剂、抗生素、类固醇和病毒检测的情况。

方法

这项 QI 计划在明尼苏达州儿童医疗保健组织进行,这是一家大型非营利性儿童健康护理组织。一个多学科毛细支气管炎工作组制定了当地的临床指南和医嘱集。由于获取基线数据的延迟,一名儿科住院医师和信息技术专家修改了供应商的仪表板,以显示与毛细支气管炎指南指标相关的数据。纳入 2014 年 10 月 1 日至 2018 年 4 月 30 日期间在急诊科(ED)/住院部就诊的 2 个月至 2 岁毛细支气管炎患者。主要结果是功能齐全的仪表板;过程指标是 ED 临床医生登录的百分比。结果指标包括显示在统计过程控制图上的指南指标(例如支气管扩张剂)的使用百分比(ED 与住院)。平衡指标包括住院时间、收费比率和医院复诊。

结果

一个工作组(2015 年 10 月成立)实施了毛细支气管炎医嘱集和指南(2016 年 2 月),随后于 2016 年 8 月推出了毛细支气管炎仪表板,合并了在出院后 2 至 4 天内加载的不同数据源。共有 35%的 ED 临床医生登录。领导层利用该仪表板针对并跟踪干预措施,如支气管扩张剂医嘱提醒。大多数结果指标都有所改善;然而,时间上并没有表明直接受到仪表板的影响。实施后,ED 的平衡指标降低。

结论

我们描述了使用仪表板来支持毛细支气管炎的多方面 QI 计划。领导层利用该仪表板进行有针对性的干预,但该仪表板并未直接影响观察到的改善。未来的研究应评估个人仪表板使用率低的原因。

相似文献

引用本文的文献

本文引用的文献

1
A Systematic Review of the Technology Acceptance Model in Health Informatics.健康信息学中技术接受模型的系统评价
Appl Clin Inform. 2018 Jul;9(3):604-634. doi: 10.1055/s-0038-1668091. Epub 2018 Aug 15.
2
The Development of Heuristics for Evaluation of Dashboard Visualizations.用于评估仪表盘可视化的启发式方法的发展
Appl Clin Inform. 2018 Jul;9(3):511-518. doi: 10.1055/s-0038-1666842. Epub 2018 Jul 11.
5
Evaluation of Effective Dashboards: Key Concepts and Criteria.有效仪表板的评估:关键概念与标准
Open Med Inform J. 2017 Oct 24;11:52-57. doi: 10.2174/1874431101711010052. eCollection 2017.

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验