Back to Measurement – Turning Concepts into Data
Johns Hopkins University

Measurement – Turning Concepts into Data

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: Data Analysis
Status: Survey Creation
BeginnerCourse11 hours

Featured reviews

RR

5.0Reviewed Jun 2, 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.

LE

5.0Reviewed Jun 27, 2021

T​he course is very comprehensive. Thanks a lot and more power!

IU

5.0Reviewed May 25, 2021

Participation in this course has deepened my understanding of measuring concepts in ways I never thought possible

GC

4.0Reviewed Nov 28, 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.

JG

4.0Reviewed Mar 13, 2021

Note that the reading for week 4, Validity, requires a puchase to access

KB

5.0Reviewed Aug 18, 2024

Clear, concise information with interesting examples.

ML

5.0Reviewed Jun 21, 2021

This course taught me how to do research methods in my research projects.

All reviews

Showing: 20 of 22

Jason Patrick Carreras
5.0
Reviewed Dec 30, 2020
Thomas Jaramillo
5.0
Reviewed Oct 8, 2021
Elizabeth Watkins
5.0
Reviewed Jun 6, 2022
Renee
5.0
Reviewed Jun 3, 2021
Iornumbe Usar
5.0
Reviewed May 26, 2021
Michelle Lastimosa
5.0
Reviewed Jun 22, 2021
LLOYD JHON B. ESTAMPA
5.0
Reviewed Jun 28, 2021
K Baxter
5.0
Reviewed Aug 19, 2024
JEFFORD VINSON E. VALDEHUEZA
5.0
Reviewed Jun 21, 2021
Alexies Argente
5.0
Reviewed Dec 28, 2020
NINIA MARIE A. ESTILLORE
5.0
Reviewed Jun 22, 2021
JONATHAN SUMALINOG
5.0
Reviewed Jun 26, 2021
Romano Pimentel
5.0
Reviewed Jun 22, 2021
Kamryn N Witherspoon
5.0
Reviewed Mar 15, 2021
Marshall Cheng
5.0
Reviewed Oct 15, 2025
Estefania Lopez
5.0
Reviewed Apr 21, 2025
5.0
Reviewed May 14, 2022
Deleted Account
5.0
Reviewed Mar 15, 2021
She-an Perez
5.0
Reviewed Jan 21, 2021
Gail Cheney
4.0
Reviewed Nov 29, 2022