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Healthcare Analytics Essentials · LearnSpace
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Healthcare Analytics Essentials

Курс от Northeastern University
Начальный≈ 12.9 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

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, the application of the analytical tools, and the concepts and principles in this course, you will have a more comprehensive understanding of the complexity of healthcare delivery organizations and how they affect patient care delivery and ultimately patient medical outcomes. This course provides you the opportunity to: ~ Describe how healthcare business analytics fits into the data science and business disciplines ~ Identify key current issues in analytics and data science ~ Describe how business analytics integrates with business strategy

Навыки, которые вы освоите

Business AnalyticsStatistical AnalysisPeer ReviewPerformance MeasurementPatient-centered CareSystems ThinkingStatistical MethodsPatient EvaluationPatient SafetyHealth CareStrategic ThinkingAnalyticsData ManagementData AnalysisHealth SystemsData-Driven Decision-MakingData CollectionPerformance Metric

Программа курса

4 модулей · 87 учебных материалов

01Overview of Statistics and Business Analytics22 материалов

Getting Started

Welcome to Healthcare Analytics EssentialsЧтениеMeet your faculty: Martin KohnВидеоProviding Mayo Insights: Dr. DowdyЧтениеSyllabus - Healthcare Analytics Essentials Чтение

Учитесь у экспертов

Martin Kohn

Lecturer

Healthcare Analytics Essentials
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Обучение на Coursera

≈ 12.9 ч

4 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Бразильский португальский, Вьетнамский, Корейский, Немецкий, Пушту, Испанский, Дари, Японский

Часть программы вашего университета
Meet Your Fellow LearnersОбсуждение

Module Overview

Module 1 OverviewЧтение

Introduction to Statistics

What is Statistics?ЧтениеCategories of DataЧтениеQuantitative and Qualitative DataВнешний инструментCheck Your KnowledgeЗаданиеDescriptive StatisticsВнешний инструментOpen-ended QuestionЗаданиеApply Your KnowledgeЗаданиеReferences: Introductory StatisticsЧтение

Introduction to Business Analytics

Introduction to Business AnalyticsЧтениеDescriptive AnalyticsЧтениеDiagnostic AnalyticsЧтениеApplying Predictive AnalyticsЧтениеDeveloping Predictive Models: WorkflowЧтениеPrescriptive AnalyticsЧтение

Module 1 Wrap Up

Module QuizЗаданиеModule SummaryЧтение
02Medical Outcomes Measurements22 материалов

Module 2 Overview

Module OverviewЧтениеMedical Outcome MeasuresОбсуждение

Different Kinds of Measurements

Different Kinds of Measurements, Their Accessibility and UtilityЧтениеWhy Do We Measure?ВидеоPositive and Negative MeasuresВидеоOutcomes MeasurementВидеоCheck Your KnowledgeЗаданиеLesson ReadingsЧтение

Requirements and Challenges Involved with Outcomes

Requirements and Challenges Involved with OutcomesЧтениеOutcome Requirement ChallengesВидеоOutcomes Data ChallengesВидеоOutcomes ResearchВидеоLesson ReadingsЧтениеCheck Your KnowledgeЗадание

Module 2 Wrap-Up

Module QuizЗаданиеSummaryЧтение

Honors Lesson: Role of Patient Reported Outcome Measures (PROMs) in Healthcare

Role of Patient Reported Outcome Measures (PROMs) in HealthcareЧтениеOutcomes that MatterВидеоPROMSВидеоPatient Decision Aids to Understand Likely OutcomesЧтениеLesson ReadingsЧтениеHonors QuizЗадание
03Physician Performance Metrics21 материалов

Module 3 Overview

Module OverviewЧтениеQuestion to ConsiderЗадание

Physician Evaluation

Physician Evaluation ЧтениеPhysician EvaluationВидеоProcess ReviewВидеоLesson ReadingsЧтениеCheck Your KnowledgeЗадание

Aspects of Outcomes Measurements

Aspects of Outcomes MeasurementЧтениеOutcomes Performance MeasuresВидеоPatient SurveysВидеоLesson ReadingsЧтениеCheck Your KnowledgeЗадание

Managing Physician Change

Managing Physician ChangeЧтениеManaging Physician ChangeВидеоIncentives for Change ManagementВидеоNudgingВидеоLesson ReadingsЧтениеCheck Your KnowledgeЗадание

Module 3 Wrap Up

Module QuizЗаданиеData Driven Decision MakingВзаимная проверка SummaryЧтение
04People and Organizations22 материалов

Module 4 Overview

Module OverviewЧтениеImportance of Care Delivery ProcessesОбсуждение

Physician Burnout

Physician BurnoutЧтениеPhysician BurnoutВидеоAddressing BurnoutВидеоLesson ReadingsЧтениеCheck Your KnowledgeЗадание

Mayo Clinic Spotlight

Addressing Physician Burnout and Standards of Reliability at Mayo ClinicВидео

Peer Review Panels

Peer Review PanelsЧтениеPeer Review PanelsВидеоApproaches for ChangeВидеоLesson ReadingsЧтениеCheck Your KnowledgeЗадание

Highly Reliable Organizations (HROs)

High Reliability OrganizationsЧтениеHROsВидеоHROs — Quality Strategy, Principles, and ApproachЧтениеHRO ErrorsВидеоLesson ReadingsЧтениеCheck Your KnowledgeЗадание

Module 4 Wrap Up

Module QuizЗаданиеSummaryЧтение

Course Wrap-Up

Congratulations!Чтение