How can we know if the differences in wages between men and women are caused by discrimination or differences in background characteristics? In this PhD-level course we look at causal effects as opposed to spurious relationships. We will discuss how they can be identified in the social sciences using quantitative data, and describe how this can help us understand social mechanisms.
Measuring Causal Effects in the Social Sciences
Offered By
University of Copenhagen
About this Course
4.2
102 ratings
Skills you will gain
Difference In DifferencesInstrumental VariableCausal InferenceCausality
Syllabus - What you will learn from this course
Week
11 hour to complete
The Nature of Causal Effects and How to Measure Them
Welcome to the first week of the course! Thıs week we are looking at the nature of causal effects and how to measure them.
1 video (Total 12 min), 1 reading, 2 quizzes
1 reading
Course information10m
2 practice exercises
Module 1 Lecture Quiz20m
Module 1 Case Quiz6m
Week
21 hour to complete
The Multivariate Regression Model and Mediating Factors
This second module introduces you multivariate regression model and the concept of mediating factors.
1 video (Total 12 min), 2 quizzes
2 practice exercises
Module 2 Lecture Quiz20m
Module 2 Case Quiz8m
Week
31 hour to complete
Randomized Controlled Trials
In this third week of the course we are having a closer look at causality and the randomzied controlled trial.
1 video (Total 16 min), 2 quizzes
1 video
2 practice exercises
Module 3 Lecture Quiz20m
Module 3 Case Quiz6m
Week
41 hour to complete
Instrumental Variables
The fourth week of the course we will go through the concept of instrumental variables.
1 video (Total 23 min), 3 quizzes
1 video
3 practice exercises
Module 4 Lecture Quiz20m
Module 4a Case Quiz6m
Module 4b Case Quiz8m
4.2
30 ReviewsTop Reviews
This is a great course for people working in evaluating different social projects. Improved my insights a lot!
I found it enlightening. It surely clarifies the concept of causality.
Instructor
Anders Holm
ProfessorDepartment of Sociology
About University of Copenhagen
The University of Copenhagen is the oldest University in Denmark - founded in 1479, and with over 38,000 students and more than 9,000 employees. The purpose of the University is to conduct research and provide education to the highest academic level. Based in Denmark's capital city it is one of the top research institutions in Europe.
Frequently Asked Questions
When will I have access to the lectures and assignments?
Once you enroll for a Certificate, you’ll have access to all videos, quizzes, and programming assignments (if applicable). Peer review assignments can only be submitted and reviewed once your session has begun. If you choose to explore the course without purchasing, you may not be able to access certain assignments.
What will I get if I purchase the Certificate?
When you purchase a Certificate you get access to all course materials, including graded assignments. Upon completing the course, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile. If you only want to read and view the course content, you can audit the course for free.
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Is financial aid available?
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