These are the assigned readings for Professor Pamela Jakiela’s undergraduate course Program Evaluation for International Development. This site is a work-in-progress: I will be posting new lectures over the course of the semester.
There is no video lecture for Module 1. I used the slides below for class discussion.
Video Lecture 2.1 The Potential Outcomes Framework (26:44)
Video Lecture 2.2 The Experimental Ideal (13:17)
Video Lecture 2.3 A Short History of Randomized Experiments (27:35)
Video Lecture 2.4 Analysis of Randomized Experiments (8:32)
Video Lecture 3.1 False Counterfactuals (plus some extra math for fun) (28:58)
Video Lecture 4.1 Intro to Difference-in-Differences Estimation (6:56)
Video Lecture 4.2 Diff-in-Diff Pioneers (21:19)
Video Lecture 4.3 Identifying Assumptions for Diff-in-Diff Estimation (13:10)
Video Lecture 4.4 Diff-in-Diff Examples (20:42)
Video Lecture 5.1 2x2 Difference-in-Differences Specifications (19:34)
Video Lecture 5.2 Diff-in-Diff with Continuous Treatment (28:06)
Video Lecture 5.3 Diff-in-Diff with Time Period Fixed Effects (19:14)
Video Lecture 6.1 Common Trends (16:46)
Video Lecture 6.2 Event Studies (20:53)
Video Lecture 7.1 Two-Way Fixed Effects (34:40)
There is no video lecture for Module 8. I used the slides below for class discussion.
Module 9: Regression Discontinuity (RD I)
Module 10: RD as IV (RD II)
Module 11: Power Calculations
Module 12: Random Assignment in Practice
Module 13: Compliance and Attrition
Module 14: Survey Design
Module 15: Adventures in Data Collection
Module 16: Pre-Analysis Plans
Module 17: The Replication Crisis
Module 18: Criticisms of RCTs
Module 19: Meta-Analysis