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.
Status: Research Design
Research Design
Status: Data Modeling
Data Modeling
Beginner·Course·11 hours
Featured reviews
5.0
·Reviewed May 25, 2021
Participation in this course has deepened my understanding of measuring concepts in ways I never thought possible
4.0
·Reviewed Mar 13, 2021
Note that the reading for week 4, Validity, requires a puchase to access
5.0
·Reviewed Jun 21, 2021
This course taught me how to do research methods in my research projects.
5.0
·Reviewed Aug 18, 2024
Clear, concise information with interesting examples.
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J
Jason
5.0
·Reviewed Dec 30, 2020
This course provides a simple, easy-to-follow instruction that will keep you going without realizing that you've exceeded your limit in understanding math and statistics. On to the next course within this specialization.
T
Thomas
5.0
·Reviewed Oct 8, 2021
I am bachelor’s in business administration and in political science. This course was a great
way to restudy some of the most important topics related to data. What I liked the most, was the examples in the lectures and the complementary readings.
E
Elizabeth
5.0
·Reviewed Jun 6, 2022
This was a really interesting course - covering survey design and validity. it is not a particularly technical course but it lays out some really importnant concepts related to how to create and evaluate measurement techniques.
R
Renee
5.0
·Reviewed Jun 3, 2021
Very well presented. Readings came from a variety of sources, exposing the learner to sites where we can continue to learn more about this topic.
I
Iornumbe
5.0
·Reviewed May 26, 2021
Participation in this course has deepened my understanding of measuring concepts in ways I never thought possible
M
Michelle
5.0
·Reviewed Jun 22, 2021
This course taught me how to do research methods in my research projects.
L
LLOYD
5.0
·Reviewed Jun 28, 2021
The course is very comprehensive. Thanks a lot and more power!
K
K
5.0
·Reviewed Aug 19, 2024
Clear, concise information with interesting examples.
J
JEFFORD
5.0
·Reviewed Jun 21, 2021
So exceptional and reliable , thank you so much!
A
Alexies
5.0
·Reviewed Dec 28, 2020
Thank you for the learnings! God bless.
N
NINIA
5.0
·Reviewed Jun 22, 2021
thanks for the lesson learned!
J
JONATHAN
5.0
·Reviewed Jun 26, 2021
Very Informative Course
R
Romano
5.0
·Reviewed Jun 22, 2021
learned a lot thanks
K
Kamryn
5.0
·Reviewed Mar 15, 2021
Great Course!
M
Marshall
5.0
·Reviewed Oct 15, 2025
very helpful
E
Estefania
5.0
·Reviewed Apr 21, 2025
great course
D
Deleted
5.0
·Reviewed Mar 15, 2021
it was great
S
She-an
5.0
·Reviewed Jan 21, 2021
Thank you!
G
Gail
4.0
·Reviewed Nov 29, 2022
I typically only audit courses now since I like to learn in my way and do homework when I want. This was a valuable primer for me on the fundamentals of measuring data.