課程信息
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中級

完成時間大約為8 小時

建議:4 weeks of study, 2-5 hours/week...

英語(English)

字幕:英語(English)

100% 在線

立即開始,按照自己的計劃學習。

可靈活調整截止日期

根據您的日程表重置截止日期。

中級

完成時間大約為8 小時

建議:4 weeks of study, 2-5 hours/week...

英語(English)

字幕:英語(English)

教學大綱 - 您將從這門課程中學到什麼

1
完成時間為 2 小時

Why Data Quality Matters

6 個視頻 (總計 34 分鐘), 2 個閱讀材料, 1 個測驗
6 個視頻
Module 1 Introduction2分鐘
Why Data is Collected and Defining Quality3分鐘
Why Data Quality Matters, Part 17分鐘
Why Data Quality Matters, Part 29分鐘
How Data Quality Assessment Varies in Different Data Uses7分鐘
2 個閱讀材料
A Note From UC Davis10分鐘
Data quality assessment for comparative effectiveness research in distributed data networks30分鐘
1 個練習
Module 1 Quiz30分鐘
2
完成時間為 4 小時

Measuring Data Quality

7 個視頻 (總計 34 分鐘), 1 個閱讀材料, 1 個測驗
7 個視頻
Describing Metadata in Healthcare4分鐘
Data Provenance in Healthcare4分鐘
Components of Data Quality4分鐘
Data Validation Methods5分鐘
A Framework for Validating and Verifying Data6分鐘
The SBAR Methodology7分鐘
1 個閱讀材料
Methods and dimensions of electronic health record data quality assessment: enabling reuse for clinical research45分鐘
1 個練習
Module 2 Quiz30分鐘
3
完成時間為 2 小時

Monitoring, Managing and Improving Data Quality

5 個視頻 (總計 27 分鐘), 2 個閱讀材料, 1 個測驗
5 個視頻
Establishing the Culture of Quality throughout the Data Lifecycle4分鐘
Improving Data Quality from the Baseline7分鐘
Managing Data Quality: Expected and Unexpected Changes5分鐘
Monitoring Strategies Along the Data Pipeline8分鐘
2 個閱讀材料
Managing Chaos Part 1: Putting a Change Control Process in Place15分鐘
Managing Chaos Part 2: Change Control Decision Making15分鐘
1 個練習
Module 3 Quiz30分鐘
4
完成時間為 5 小時

Sustaining Quality through Data Governance

6 個視頻 (總計 28 分鐘), 3 個閱讀材料, 2 個測驗
6 個視頻
Defining Data Governance in Healthcare5分鐘
Why Data Governance Matters in Healthcare8分鐘
Data Governance Committees in Healthcare6分鐘
Data Governance Systems in Healthcare5分鐘
Course Summary58
3 個閱讀材料
Big Data, Bigger Outcomes30分鐘
Welcome to Peer Review Assignments!10分鐘
Why Doctors Hate Their Computers50分鐘
1 個練習
Module 4 Quiz30分鐘

講師

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Doug Berman

Director, Data Acquisition and Architecture
UC Davis Health System

關於 加州大学戴维斯分校

UC Davis, one of the nation’s top-ranked research universities, is a global leader in agriculture, veterinary medicine, sustainability, environmental and biological sciences, and technology. With four colleges and six professional schools, UC Davis and its students and alumni are known for their academic excellence, meaningful public service and profound international impact....

關於 Health Information Literacy for Data Analytics 專項課程

This Specialization is intended for data and technology professionals with no previous healthcare experience who are seeking an industry change to work with healthcare data. Through four courses, you will identify the types, sources, and challenges of healthcare data along with methods for selecting and preparing data for analysis. You will examine the range of healthcare data sources and compare terminology, including administrative, clinical, insurance claims, patient-reported and external data. You will complete a series of hands-on assignments to model data and to evaluate questions of efficiency and effectiveness in healthcare. This Specialization will prepare you to be able to transform raw healthcare data into actionable information....
Health Information Literacy for Data Analytics

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