OnSPARK数据平台:为计划和改善长期护理质量提供劳动力数据的部门管理基础设施
Michaella Miller1, Jeff Poss1, Jaimie Killingbeck2
1University of Waterloo, Waterloo, Ontario, Canada.
Healthcare management forum
|October 28, 2025
概括
通过汇总医疗记录和人员数据,OnSPARK数据平台改善了加拿大的长期护理 (LTC) 人员. 这使得LTC部门能够更好地规划劳动力,提高质量和做出政策决策.
科学领域:
- 医疗保健服务研究 医疗服务研究
- 医疗信息学 医疗信息学
- 公共卫生政策 公共卫生政策
背景情况:
- 加拿大长期护理 (LTC) 部门面临着重大的人员挑战,影响劳动力规划和质量.
- 数据的有限可用性阻碍了有效的决策,政策评估和LTC部门的质量改进举措.
研究的目的:
- 引入OnSPARK数据平台,这是一个新的基础设施,旨在应对LTC人员数据挑战.
- 描述平台的结构,功能和数据聚合和利用的独特方法.
- 概述OnSPARK在为操作,临床和政策层面的改进产生可操作见解方面的潜力.
主要方法:
- 在2023年建立一个由部门管理的,全省范围的数据基础设施 (OnSPARK).
- 来自安大略省200多个LTC家庭的非识别电子健康记录的汇总.
- 整合轮班级工资和调度数据与设施单位级质量指标.
主要成果:
- 通过交互式门户网站,OnSPARK提供近乎实时的单位级洞察力.
- 聚合数据有助于嵌入式研究,绩效基准分析和政策模拟.
- 该平台能够全面分析劳动力和护理数据.
结论:
- 在加拿大,OnSPARK为加拿大的LTC人事数据挑战提供了一个强大的解决方案.
- 该平台通过加强数据驱动的决策来支持学习健康系统模型.
- 在LTC领域,OnSPARK有可能显著提高运营效率,临床护理和政策制定.
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