Analytics in Healthcare Management and Administration

所在平台: Coursera

课程主页: https://www.coursera.org/learn/analytics-in-healthcare-management-and-administration

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课程简介

课程名称：医疗管理与行政中的分析 课程概述：本课程是《医疗分析基础》的延续。如果您尚未完成《医疗分析基础》课程，建议您先修读该课程。本课程将基础知识带入更深入的探讨，专注于如何在管理和行政中应用医疗分析。 课程内容：本课程提供学习如何利用商业分析提升医疗组织绩效的机会，包括以下模块： 1. **医疗组织绩效** 本模块将探讨商业分析如何改善医疗组织的绩效，包括识别影响患者质量问题的常见工具，逆事件的发生和影响，以及运用流程映射来识别患者护理或流动中的瓶颈和延误。 2. **以患者为中心和持续性** 本模块将学习护理连续性的组成部分、实现连续性的策略、以患者为中心的特征、改善连续性和患者中心化结构的项目，以及如何将患者护理延伸到医院和临床之外的机会。 3. **医疗证据的发展** 本模块将讲解随机对照试验的结构和价值、在个人层面进行决策的需求和支持此类决策的新数据和证据的必要性、人工智能与机器学习在迈向个性化医疗中的应用，以及选择对患者有价值的结果的重要性。 4. **医疗系统与复杂性** 本模块将介绍系统的概念、系统性六个要素（6Cs）、系统设计的原则、复杂系统的五个共性特征，以及创建变革的框架。 通过本课程的学习，学员将能够深入理解并有效运用医疗分析以提升管理与行政中的医疗服务质量和效率。

课程大纲

Name:Health Organization Performance

Description:In this module you will learn about how business analytics can improve the health organization performance, including the common tools used to identify causes of problems that affect patient quality, the incidence and impact of adverse events, and the application of process mapping to help identify areas for bottlenecks and delays in patient care or patient flow.

Name:Patient Centeredness and Continuity

Description:In this module you will learn about the components of care continuity, the strategies used to achieve continuity, the characteristics of patient-centeredness, the programs in place for improving the structure of continuity and patient centeredness, and the opportunities to extend patient care beyond the hospital and the clinician’s office.

Name:Evolution of Healthcare Evidence

Description:In this module, you will learn about the structure and value of the randomized controlled trial, the need for decision making at the individual level and for new kinds of data and evidence to support this type of decision-making, the application of artificial intelligence and machine learning to help move toward personalized healthcare, and the importance of choosing outcomes of value to the patient.

Name:Systems and Complexity in Healthcare

Description:In this module you will learn about the concepts of a system, the 6Cs of systemness, the principles of system design, the five common properties of complex systems and the framework to create change.

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