Measurement ' Turning Concepts into Data
- Offered byCoursera
Measurement ' Turning Concepts into Data at Coursera Overview
Duration | 11 hours |
Start from | Start Now |
Total fee | Free |
Mode of learning | Online |
Difficulty level | Beginner |
Official Website | Explore Free Course  |
Credential | Certificate |
Measurement ' Turning Concepts into Data at Coursera Highlights
- Shareable Certificate Earn a Certificate upon completion
- 100% online Start instantly and learn at your own schedule.
- Course 2 of 5 in the Data Literacy Specialization
- Flexible deadlines Reset deadlines in accordance to your schedule.
- Beginner Level
- Approx. 11 hours to complete
- English Subtitles: English
Measurement ' Turning Concepts into Data at Coursera Course details
- This course provides a framework for how analysts can create and evaluate quantitative measures. Consider the many tricky concepts that are often of interest to analysts, such as health, educational attainment and trust in government. This course will explore various approaches for quantifying these concepts. The course begins with an overview of the different levels of measurement and ways to transform variables. We'll then discuss how to construct and build a measurement model. We'll next examine surveys, as they are one of the most frequently used measurement tools. As part of this discussion, we'll cover survey sampling, design and evaluation. Lastly, we'll consider different ways to judge the quality of a measure, such as by its level of reliability or validity. By the end of this course, you should be able to develop and critically assess measures for concepts worth study. After all, a good analysis is built on good measures.
Measurement ' Turning Concepts into Data at Coursera Curriculum
Fundamentals of Measurement
Welcome to the Course!
Levels of Measurement
Transforming Variables
Unit of Analysis
Levels of Measurement
Frequency, Frequency Tables, and Levels of Measurement
When and Why to Standardize Your Data
Unit of Analysis
Unit of Analysis and Unit of Observation
Levels of Measurement Practice Problems
Transforming Variables Practice Problems
Unit of Analysis Practice Problems
Final Quiz on the Fundamentals of Measurement
Building a Measurement Model
Conceptual Definitions
Operational Definitions
Measurement Models
Defining and Measuring Concepts
Models of Measurement and Their Implications
Report by the Commission on the Measurement of Economic Performance and Social Progress
Varieties of Democracy Methodology
Analyzing Roll Calls with Perfect Spatial Voting
Conceptual Definition Practice Problems
Operational Definition Practice Problems
Measurement Model Practice Problems
Final Quiz on Measurement Models
Survey Research
Survey Sampling
Question Wording
Response Categories
Question Order
Survey Evaluation
Simple Random Sample
Questionnaire Design
Questionnaire Pretest Procedures
Cognitive Interviewing
Survey Sampling Practice Problems
Survey Design Practice Problems
Survey Evaluation Practice Problems
Final Quiz on Survey Research
Evaluating Measurement Models
Measurement Error
Reliability
Validity
Measurement Error
Reliability and Validity of Measurement
Understanding Test Quality - Concepts of Reliability and Validity
Validity of Measures is No Simple Matter
Measurement Error Practice Problems
Reliability Practice Problems
Validity Practice Problems
Final Quiz on Evaluating Measurement Models
Measurement ' Turning Concepts into Data at Coursera Admission Process
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