Об этом курсе: 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.
Автор: Vanderbilt University
Преподаватели: Stephany Duda, PhD, Associate Professor
Department of Biomedical InformaticsПреподаватели: Paul Harris, PhD, Professor
Biomedical Informatics and Biomedical Engineering
| Уровень | Начинающий |
| Выполнение | 6 weeks of study, 2-4 hours per week |
| Язык | English |
| Как пройти курс | Чтобы пройти курс, выполните все оцениваемые задания. |
| Оценки пользователей |
Программа курса
НЕДЕЛЯ 1
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 видео, 1 материал для самостоятельного изучения
- Видео: Course Introduction
- Видео: Defining the Space
- Reading: Course Logistics
- Discussion Prompt: What is your background in this area?
- Видео: Research Data Planning 1
- Видео: Research Data Planning 2
- Видео: Approaches to Data Collection
Оцениваемый: Quiz 1
Оцениваемый: Assignment 1 - Survey Question Critique
НЕДЕЛЯ 2
Electronic Data Capture Fundamentals
This module covers standards for study processes, concepts for regulatory compliance, and electronic data capture fundamentals.
9 видео
- Видео: Validated Instruments
- Видео: Data Standards: What Can Standards Do for You?
- Видео: Data Standards: Basic Concepts and Overview
- Discussion Prompt: What standards have you used?
- Видео: IRB, HIPAA, and FISMA
- Видео: GCP and 21 CFR Part 11
- Видео: Introduction to Electronic Data Capture (EDC)
- Видео: EDC Concepts: Data Exports, Logging, User Rights, Project Creation
- Видео: EDC Concepts: Data Imports, Scheduling, Reports, Internationalization
Оцениваемый: Quiz 2
НЕДЕЛЯ 3
Planning a Data Strategy for a Prospective Study
This module reviews the process of planning data elements for a real-world research study.
9 видео
- Видео: Study Procedures
- Видео: Baseline Data and Demographics
- Видео: Visit Data
- Видео: Review of Variables and Forms
- Discussion Prompt: How have you assembled a study data management plan?
- Видео: Logging in to REDCap
- Видео: Walkthrough: Creating a Project and Adding the First Variables
- Видео: Walkthrough: Adding Fields to the Baseline Form
- Видео: Walkthrough: Adding File Fields and Formatting
Оцениваемый: Quiz 3
НЕДЕЛЯ 4
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 видео
- Видео: Walkthrough: Copying Variables, Renaming Forms
- Видео: Walkthrough: Using the Shared Library, Longitudinal Events, Optional Modules, and User Rights
- Видео: Walkthrough: Testing the REDCap Project
- Видео: Example Study Wrap-Up
- Видео: Mid Study Activities 1
- Видео: Mid Study Activities 2
- Видео: Data Quality
- Видео: Data Quality Monitoring
- Discussion Prompt: What data quality challenges have you encountered?
Оцениваемый: Assignment 2 - First REDCap Assignment
Оцениваемый: Quiz 4
НЕДЕЛЯ 5
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 видео
- Видео: Sharing Your Work
- Видео: De-identifying Data
- Видео: De-identifying Dates
- Видео: Common Information Systems Used in Health Care
- Видео: Neuroimaging Data Management
- Видео: mHealth in Developing Countries
- Discussion Prompt: What health care information systems have you worked with?
- Видео: Data Management for Multi-Center or Network Studies
- Видео: Resource-Limited Settings and Global Health
- Видео: Challenges of Collecting Data in Resource-Constrained Settings
- Видео: Data Privacy in Global Research
- Видео: International Data Sharing
Оцениваемый: Quiz 5
НЕДЕЛЯ 6
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 видео
- Видео: Survey Design
- Видео: Survey Procedures and Implementation
- Видео: Survey Testing, Administration, and Analysis
- Видео: Survey Overview and REDCap Setup
- Видео: Survey Testing and Distribution
- Discussion Prompt: Share Assignment 3 survey links (optional)
- Видео: Thank you for participating!
Оцениваемый: Week 6 Quiz
Оцениваемый: Assignment 3 - Build, Deploy, and Report on a Survey
Часто задаваемые вопросы
Как это работает
Coursework
Each course is like an interactive textbook, featuring pre-recorded videos, quizzes and projects.
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Certificates
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Авторы
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.
Рейтинги и отзывы
Great Course. Love it!
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This is a great introductory course to data management for clinical research. It is very well structured and the lectures (and lecturers) are all very clear and easy to follow. Step by step, you are guided through the main principals of data management in the field of clinical research. This is my first course through Coursera, and I'm very excited to check what other courses they offer (-:
Coursera делает лучшее в мире образование доступным каждому, предлагая онлайн-курсы от ведущих университетов и организаций.
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DA
Exceptional information presented by knowledgeable instructors. I will highly recommend the course to students who are interested in data management for clinical research.