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Healthcare Data Models · LearnSpace
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Healthcare Data Models

Курс от University of California, Davis
Средний≈ 11.7 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Career prospects are bright for those qualified to work in healthcare data analytics. Perhaps you work in data analytics, but are considering a move into healthcare where your work can improve people’s quality of life. If so, this course gives you a glimpse into why this work matters, what you’d be doing in this role, and what takes place on the Path to Value where data is gathered from patients at the point of care, moves into data warehouses to be prepared for analysis, then moves along the data pipeline to be transformed into valuable insights that can save lives, reduce costs, to improve healthcare and make it more accessible and affordable. Perhaps you work in healthcare but are considering a transition into a new role. If so, this course will help you see if this career path is one you want to pursue. You’ll get an overview of common data models and their uses. You’ll learn how various systems integrate data, how to ensure clear communication, measure and improve data quality. Data analytics in healthcare serves doctors, clinicians, patients, care providers, and those who carry out the business of improving health outcomes. This course of study will give you a clear picture of data analysis in today’s fast-changing healthcare field and the opportunities it holds for you.

Навыки, которые вы освоите

Data QualityData ModelingInteroperabilityData ValidationData AnalysisData WarehousingRelational DatabasesData IntegrationData CleansingAnalyticsData TransformationStar SchemaHealth Systems

Программа курса

4 модулей · 44 учебных материалов

01Introduction to Healthcare Data Models15 материалов

Getting Started

A Note From UC DavisЧтениеLearning GoalsОбсуждениеCourse IntroductionВидео

Introduction to Healthcare Data Models

Module 1 IntroductionВидео

Учитесь у экспертов

Doug Berman

Director, Data Acquisition and Architecture

Healthcare Data Models
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Обучение откроется на Coursera
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Обучение на Coursera

≈ 11.7 ч

4 модулей

Язык: Английский

Субтитры: Арабский, Французский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Нидерландский, Корейский, Немецкий, Русский, Тайский, Индонезийский, Шведский, Турецкий, Испанский, Хинди, Японский, Казахский, Малайский, Польский

Часть программы вашего университета
What is a Data Model?Видео
Speaking the Same Language and Capturing the ContextВидео
The Uniqueness of Data Models as Used in HealthcareВидео
Path to Value: Operational Systems to Actionable Information, Part 1Видео
Path to Value: Operational Systems to Actionable Information, Part 2Видео
Data Flows among Systems and Keeping Systems ConnectedВидео
What We're Measuring in Healthcare Data Models, Part 1Видео
What We're Measuring in Healthcare Data Models, Part 2Видео
Metrics as Key Performance IndicatorsОбсуждение

Review

Module 1 QuizЗаданиеCompare and Contrast Healthcare Data with Another FieldОбсуждение
02Data Models and Use Cases They Support9 материалов

Data Models and Use Cases They Support

Module 2 IntroductionВидеоSelecting a Data ModelВидеоThe Hierarchical Model and Supported Use CasesВидеоThe Relational Schema and Supported Use CasesВидеоThe Star Schema and Supported Use CasesВидеоComparing and Contrasting Healthcare Data ModelsВидеоData ModelsОбсуждение

Review

Module 2 QuizЗаданиеChoose a Problem to Solve and Data Model to Do SoОбсуждение
03Working with Data across Systems8 материалов

Working with Data across Systems

Module 3 IntroductionВидеоPurpose, Use Cases, and Measurements in Healthcare DataВидеоNormalization of Healthcare DataВидеоIntegrating Healthcare Data Across Sources and SystemsВидеоCommon Identifiers and The Master Patient Index (MPI)ВидеоNormalization of Healthcare Data Article: Read, Review, ReportОбсуждение

Review

Module 3 QuizЗаданиеData ChallengesОбсуждение
04Improving the Quality of Healthcare Data12 материалов

Improving the Quality of Healthcare Data

Module 4 IntroductionВидеоData Quality: Driven by Questions We Ask and Levels of UseВидеоVerification and Validation of Data for Consistency: Finding Data ErrorsВидеоData MappingВидеоData Mapping article from AHIMAЧтениеWhat Mapping and Modeling Means to the Health Information Management ProfessionalЧтение

Review

Module 4 QuizЗаданиеRead, Quote, Report on Article about Data Quality in HealthcareОбсуждение

Peer Review Assignment

Welcome to Peer Review Assignments!ЧтениеStar Schema Activity and Data QualityВзаимная проверка

Course Summary

Course SummaryВидеоSelf-ReflectionОбсуждение