PP455
Quantitative Approaches and Policy Analysis
This information is for the 2019/20 session.
Teacher responsible
Dr Jeremiah Dittmar and Prof Mark Schankerman
Availability
This course is compulsory on the Master of Public Administration. This course is available on the MPA Dual Degree (LSE and Columbia), MPA Dual Degree (LSE and Hertie), MPA Dual Degree (LSE and NUS), MPA Dual Degree (LSE and Sciences Po) and MPA Dual Degree (LSE and Tokyo). This course is not available as an outside option.
Course content
The course introduces students to the quantitative evaluation of public policies with the help of regression based evaluation methods and cost-benefit analysis. The course introduces students to basic multiple regression analysis including hypothesis testing, modelling of non-linear relationships, and dummy variables. From there, the course covers a number of regression based evaluation methods to assess the casual effectiveness of policy interventions. These include the use of randomized experiments, natural or quasi-experiments, panel data, difference-in-differences estimation, instrumental variables, matching and regression discontinuity designs. The final part of the course provides an overview of cost-benefit valuation methods for public policy.
Teaching
20 hours of lectures and 11 hours of seminars in the MT. 20 hours of lectures and 10 hours of seminars in the LT. 2 hours of lectures in the ST.
Formative coursework
Students will complete weekly problem sets. Some of these will be marked to provide indicative assessment.
Indicative reading
Particularly useful textbooks are Joshua D. Angrist and Jom-Steffen Pischke, "Mastering Metrics"; James Stock & Mark Watson, "Introduction to Econometrics"; and Jeffrey Wooldridge, "Introductory Econometrics". The material in the textbooks will be complemented with recent research papers and chapters from other books. A full reading list will be distributed at the beginning of the course.
Assessment
Exam (60%, duration: 3 hours, reading time: 15 minutes) in the summer exam period.
Presentation (10%) and policy memo (10%) in the LT.
Policy memo (10%) in the MT.
Continuous assessment (10%) in the MT and LT.
Key facts
Department: School of Public Policy
Total students 2018/19: 86
Average class size 2018/19: 14
Controlled access 2018/19: No
Value: One Unit