J Am Pharm Assoc (2003). 2019 Mar-Apr;59(2S):S96-S103.e3. doi: 10.1016/j.japh.2018.12.006. Epub 2019 Feb 1.
To describe the U.S. Department of Veterans Affairs (VA) Academic Detailing Service's (ADS) experience with the development and use of clinical dashboards across the VA's national clinical campaigns. We focused only on dashboards developed by the VA ADS national clinical program managers.
U.S. Department of Veterans Affairs Pharmacy Benefits Management National Academic Detailing Service.
Academic detailing is a multifaceted, educational outreach intervention that services providers through interactions with academic detailers (at the VA, these are specially trained clinical pharmacy specialists) using evidence-based research, educational brochures, and clinical dashboards to align prescribing behavior with best practices. The VA ADS developed clinical dashboards to benchmark and monitor academic detailing activities and performance and to identify opportunities for redistributing resources. We used the opioid crisis as an example to highlight key steps in the development of a clinical dashboard.
Testing is an important part of clinical dashboard development. Evaluations of the users perceptions contributed to lessons learned.
Data validation, missing data, data availability, standardization, user engagement, and technical limitations were among several challenges the VA ADS encountered during dashboard development. Stakeholder engagement, communication, and flexibility with development time allowed us to develop efficient dashboards.
Health care data and health analytics have transformed the type of clinical care that can be practiced by creating the ability to implement system-wide processes for both population management and quality improvement processes. End users of these VA ADS clinical dashboards can generate priority panel reports and data visualization of key performance indicators to identify areas for improvement or action.
描述美国退伍军人事务部(VA)学术详细服务(ADS)在 VA 国家临床活动中开发和使用临床仪表板的经验。我们仅关注 VA ADS 国家临床项目管理人员开发的仪表板。
美国退伍军人事务部药房福利管理国家学术详细服务。
学术详细信息是一种多方面的、教育性的外展干预措施,通过与学术详细信息员(在 VA,这些是经过专门培训的临床药剂专家)的互动,为服务提供者提供服务,使用基于证据的研究、教育手册和临床仪表板来调整处方行为以符合最佳实践。VA ADS 开发了临床仪表板,以基准和监测学术详细信息活动和绩效,并确定重新分配资源的机会。我们以阿片类药物危机为例,突出了开发临床仪表板的关键步骤。
测试是临床仪表板开发的重要组成部分。对用户感知的评估有助于总结经验教训。
数据验证、数据缺失、数据可用性、标准化、用户参与度和技术限制是 VA ADS 在仪表板开发过程中遇到的几个挑战之一。利益相关者的参与、沟通和对开发时间的灵活性使我们能够开发高效的仪表板。
医疗保健数据和健康分析通过创建实施人群管理和质量改进流程的系统范围流程的能力,改变了可以实践的临床护理类型。这些 VA ADS 临床仪表板的最终用户可以生成优先级面板报告和关键绩效指标的数据可视化,以确定需要改进或采取行动的领域。