關於此課程：This course presents critical concepts and practical methods to support planning, collection, storage, and dissemination of data in clinical research. Understanding and implementing solid data management principles is critical for any scientific domain. Regardless of your current (or anticipated) role in the research enterprise, a strong working knowledge and skill set in data management principles and practice will increase your productivity and improve your science. Our goal is to use these modules to help you learn and practice this skill set. This course assumes very little current knowledge of technology other than how to operate a web browser. We will focus on practical lessons, short quizzes, and hands-on exercises as we explore together best practices for data management.
製作方： Vanderbilt University
教學方： Stephany Duda, PhD, Associate Professor
Department of Biomedical Informatics
教學方： Paul Harris, PhD, Professor
Biomedical Informatics and Biomedical Engineering
| 級別 | 初級 |
| 承諾學習時間 | 6 weeks of study, 2-4 hours per week |
| 語言 | English |
| 如何通過 | 通過所有計分作業以完成課程。 |
| 用戶評分 |
授課大綱
第 1 週
Research Data Collection Strategy
This introductory module reviews the course structure and basic concepts in clinical research. We also discuss best practices for designing your clinical research data collection.
6 個視頻, 1 個閱讀材料
- 視頻: Course Introduction
- 視頻: Defining the Space
- Reading: Course Logistics
- Discussion Prompt: What is your background in this area?
- 視頻: Research Data Planning 1
- 視頻: Research Data Planning 2
- 視頻: Approaches to Data Collection
已評分: Quiz 1
已評分: Assignment 1 - Survey Question Critique
第 2 週
Electronic Data Capture Fundamentals
This module covers standards for study processes, concepts for regulatory compliance, and electronic data capture fundamentals.
9 個視頻
- 視頻: Validated Instruments
- 視頻: Data Standards: What Can Standards Do for You?
- 視頻: Data Standards: Basic Concepts and Overview
- Discussion Prompt: What standards have you used?
- 視頻: IRB, HIPAA, and FISMA
- 視頻: GCP and 21 CFR Part 11
- 視頻: Introduction to Electronic Data Capture (EDC)
- 視頻: EDC Concepts: Data Exports, Logging, User Rights, Project Creation
- 視頻: EDC Concepts: Data Imports, Scheduling, Reports, Internationalization
已評分: Quiz 2
第 3 週
Planning a Data Strategy for a Prospective Study
This module reviews the process of planning data elements for a real-world research study.
9 個視頻
- 視頻: Study Procedures
- 視頻: Baseline Data and Demographics
- 視頻: Visit Data
- 視頻: Review of Variables and Forms
- Discussion Prompt: How have you assembled a study data management plan?
- 視頻: Logging in to REDCap
- 視頻: Walkthrough: Creating a Project and Adding the First Variables
- 視頻: Walkthrough: Adding Fields to the Baseline Form
- 視頻: Walkthrough: Adding File Fields and Formatting
已評分: Quiz 3
第 4 週
Practicing What We've Learned: Implementation
This week, we set up an Electronic Data Capture (EDC) instrument in REDCap for the Morphine vs. Marinol Study. We also review data processes that occur during the running of a study, including an overview of key data quality operations.
9 個視頻
- 視頻: Walkthrough: Copying Variables, Renaming Forms
- 視頻: Walkthrough: Using the Shared Library, Longitudinal Events, Optional Modules, and User Rights
- 視頻: Walkthrough: Testing the REDCap Project
- 視頻: Example Study Wrap-Up
- 視頻: Mid Study Activities 1
- 視頻: Mid Study Activities 2
- 視頻: Data Quality
- 視頻: Data Quality Monitoring
- Discussion Prompt: What data quality challenges have you encountered?
已評分: Assignment 2 - First REDCap Assignment
已評分: Quiz 4
第 5 週
Post-Study Activities and Other Considerations
In this week, we cover activities to wrap up your study and share data and results, as well as two lectures on other electronic sources of data that can be used in research. In response to learner requests, we've also added several lectures on clinical data management in resource-limited settings, in collaboration with research colleagues from Indiana University. This is a long week of videos, but next week will be short on videos in exchange!
12 個視頻
- 視頻: Sharing Your Work
- 視頻: De-identifying Data
- 視頻: De-identifying Dates
- 視頻: Common Information Systems Used in Health Care
- 視頻: Neuroimaging Data Management
- 視頻: mHealth in Developing Countries
- Discussion Prompt: What health care information systems have you worked with?
- 視頻: Data Management for Multi-Center or Network Studies
- 視頻: Resource-Limited Settings and Global Health
- 視頻: Challenges of Collecting Data in Resource-Constrained Settings
- 視頻: Data Privacy in Global Research
- 視頻: International Data Sharing
已評分: Quiz 5
第 6 週
Data Collection with Surveys
In the final week, we cover how to collect data using surveys and review an example together. This week's assignment includes designing, distributing, and reporting on your own survey.
7 個視頻
- 視頻: Survey Design
- 視頻: Survey Procedures and Implementation
- 視頻: Survey Testing, Administration, and Analysis
- 視頻: Survey Overview and REDCap Setup
- 視頻: Survey Testing and Distribution
- Discussion Prompt: Share Assignment 3 survey links (optional)
- 視頻: Thank you for participating!
已評分: Week 6 Quiz
已評分: Assignment 3 - Build, Deploy, and Report on a Survey
常見問題解答
運作方式
Coursework
Each course is like an interactive textbook, featuring pre-recorded videos, quizzes and projects.
Help from Your Peers
Connect with thousands of other learners and debate ideas, discuss course material, and get help mastering concepts.
Certificates
Earn official recognition for your work, and share your success with friends, colleagues, and employers.
製作方
Vanderbilt University
Vanderbilt University, located in Nashville, Tenn., is a private research university and medical center offering a full-range of undergraduate, graduate and professional degrees.
評分和審閱
I love it. Practice section was my favourite one. Really useful for future.
V
Good course for beginner! Thank all teacher of team <3
A perfect course to learn many things about Data Management in Clinical field specially for beginners.