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所在平台: Coursera |
课程主页: https://www.coursera.org/learn/healthcare-analytics-essentials
课程评论：没有评论
课程名称：医疗保健分析基础 课程概述：本课程主要适合目前在医疗保健领域工作的人员，包括提供者、支付者或管理者。同时，对转行进入医疗保健行业的人士也颇具吸引力。 在本课程中，您将有机会探讨与医疗保健中的数据驱动决策相关的主题。课程将使您考虑患者和提供者的视角及其对提升护理质量的贡献。通过学习，您将深入了解医疗服务的各个方面，并探讨如何有效运用分析来改善患者护理质量及整合分析进入组织的整体战略。 课程大纲： 1. 统计学与商业分析概述 - 描述：帮助您理解医疗保健分析如何融入数据科学和商业分析中，并应用分析思维于医疗服务的理解、改善患者护理质量及将分析整合到组织战略中。 2. 医疗结果测量 - 描述：学习医疗结果的各个方面，选择相关和重要的测量指标。介绍不同类型的测量，结果测量中的挑战，以及患者报告结果测量（PROMs）的重要性。学习数据分析、结果解读及收集数据和实施计划方面的挑战。 3. 医生绩效指标 - 描述：了解护理质量的定义，评估医生的组成部分，以及如何跟踪和报告正式绩效指标和调查。这部分内容将帮助您更好地理解如何利用商业分析指导和影响流程及变更管理。 4. 人员与组织 - 描述：学习医生的职业倦怠及其对患者护理的影响、同行评审过程在确保质量护理中的重要性、高可靠组织的特征与可持续性，以及商业分析在识别高可靠组织中错误的角色。 通过该课程，您将具备综合分析医疗保健行业的数据，以支持科学决策的能力，从而提升医疗质量和患者体验。
Name:Overview of Statistics and Business Analytics
Description:This course will help you to see how healthcare analytics fits into data science and business analytics. It will invite you to apply analytical thinking to understanding healthcare delivery, improving quality of patient care, and integrating analytics into the organization’s overall strategy.
Name:Medical Outcomes Measurements
Description:In this module, you will learn about the various aspects of healthcare outcomes and how you can choose the relevant and important ones. You will be introduced to the different types of measurements, the challenges of outcome measurement, and the importance of Patient-Reported Outcomes Measurements (PROMs). You will also learn about analyzing data, interpreting the results, and the challenges involved in collecting the data and using it to implement plans.
Name:Physician Performance Metrics
Description:In this module, you will learn how to define quality of care, explain the components of evaluating physicians and discuss how formal performance measures, as well as surveys, are tracked and reported. The content covered in this module will provide a better understanding of the relationship between using business analytics to guide and influence both process and change management.
Name:People and Organizations
Description:In this module you will learn about physician burnout and its effects on patient care, the importance of the peer review panel process to ensuring quality care delivery, the characteristics and sustainability of high reliability organizations, and the role of business analytics to identify errors in high reliability organizations.
This course is best suited for individuals currently in the healthcare sector, as a provider, payer, or administrator. Individuals pursuing a career change to the healthcare sector may also be interested in this course. In this course, you will have an opportunity to examine topics related to data-driven decision making in healthcare. You will be asked to consider both the patient and provider perspective and their contributions to improving the quality of care provided. Through the readings,
