The "Instrumental Variables" webinar, presented by Peter Lance, was the fifth and final webinar in a series of discussions on the popular MEASURE Evaluation manual, How Do We Know If a Program Made a Difference? A Guide to Statistical Methods for Program Impact Evaluation.
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Instrumental Variables
1. Peter M. Lance, PhD
MEASURE Evaluation
University of North Carolina at
Chapel Hill
April 13, 2017
Instrumental Variables
2. Peter M. Lance, PhD
MEASURE Evaluation
University of North Carolina at
Chapel Hill
April 13, 2017
Instrumental Variables:
Too LATE for Experimental Compliance?
3. Peter M. Lance, PhD
MEASURE Evaluation
University of North Carolina at
Chapel Hill
April 13, 2017
Instrumental Variables:
Too LATE for Experimental Compliance?
4. Peter M. Lance, PhD
MEASURE Evaluation
University of North Carolina at
Chapel Hill
April 13, 2017
Instrumental Variables:
Too LATE for Experimental Compliance?
5. Peter M. Lance, PhD
MEASURE Evaluation
University of North Carolina at
Chapel Hill
April 13, 2017
Instrumental Variables:
Too LATE for Experimental Compliance?
6. Peter M. Lance, PhD
MEASURE Evaluation
University of North Carolina at
Chapel Hill
April 13, 2017
Instrumental Variables:
Too LATE for Experimental Compliance?
7. Peter M. Lance, PhD
MEASURE Evaluation
University of North Carolina at
Chapel Hill
April 13, 2017
Instrumental Variables:
Too LATE for Experimental Compliance?
8. Peter M. Lance, PhD
MEASURE Evaluation
University of North Carolina at
Chapel Hill
April 13, 2017
Instrumental Variables:
Too LATE for Experimental Compliance?
9. Peter M. Lance, PhD
MEASURE Evaluation
University of North Carolina at
Chapel Hill
April 13, 2017
Instrumental Variables:
Too LATE for Experimental Compliance?
10. Peter M. Lance, PhD
MEASURE Evaluation
University of North Carolina at
Chapel Hill
April 13, 2017
Instrumental Variables:
Too LATE for Experimental Compliance?
11. Peter M. Lance, PhD
MEASURE Evaluation
University of North Carolina at
Chapel Hill
April 13, 2017
Instrumental Variables:
Too LATE for Experimental Compliance?
12. Global, five-year, $180M cooperative agreement
Strategic objective:
To strengthen health information systems – the
capacity to gather, interpret, and use data – so
countries can make better decisions and sustain good
health outcomes over time.
Project overview
13. Improved country capacity to manage health
information systems, resources, and staff
Strengthened collection, analysis, and use of
routine health data
Methods, tools, and approaches improved and
applied to address health information challenges
and gaps
Increased capacity for rigorous evaluation
Phase IV Results Framework
135. Some Big Take-Aways About IV/TSLS
1. More powerful instruments are better
2. Over-identification is (generally) your friend
3. Be careful about getting fancy with binary
endogenous regressors and outcomes
4. Be careful about being LATE
136. Some Big Take-Aways About IV/TSLS
1. More powerful instruments are better
2. Over-identification is (generally) your friend
3. Be careful about getting fancy with binary
endogenous regressors and outcomes
4. Be careful about being LATE
150. Some Big Take-Aways About IV/TSLS
1. More powerful instruments are better
2. Over-identification is (generally) your
friend
3. Be careful about getting fancy with binary
endogenous regressors and outcomes
4. Be careful about being LATE
155. Some Big Take-Aways About IV/TSLS
1. More powerful instruments are better
2. Over-identification is (generally) your friend
3. Be careful about getting fancy with
binary endogenous regressors and
outcomes
4. Be careful about being LATE
161. Some Big Take-Aways About IV/TSLS
1. More powerful instruments are better
2. Over-identification is (generally) your friend
3. Be careful about getting fancy with binary
endogenous regressors and outcomes
4. Be careful about being LATE
173. The Three LATE Types
1. Always Takers- Always Participate
2. Never Takers-Never Participate
3. Compliers- Comply with their
instrumental “assignment”
174. The Three LATE Types
1. Always Takers- Always Participate
2. Never Takers-Never Participate
3. Compliers- Comply with their
instrumental “assignment”
183. The Three LATE Types
1. Always Takers- Always Participate
2. Never Takers-Never Participate
3. Compliers- Comply with their
instrumental “assignment”
184.
185. The Three LATE Types
1. Always Takers- Always Participate
2. Never Takers-Never Participate
3. Compliers- Comply with their
instrumental “assignment”
226. MEASURE Evaluation is funded by the U.S. Agency
for International Development (USAID) under terms
of Cooperative Agreement AID-OAA-L-14-00004 and
implemented by the Carolina Population Center,
University of North Carolina at Chapel Hill in
partnership with ICF International, John Snow, Inc.,
Management Sciences for Health, Palladium Group,
and Tulane University. The views expressed in this
presentation do not necessarily reflect the views of
USAID or the United States government.
www.measureevaluation.org