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Reproducibility package for Luck of the Draw: The Causal Effect of Physicians on Birth Outcomes

2024
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Reference ID
PP_COL_2024_183
Author(s)
Christian Posso, Jorge Tamayo, Arlen Guarin, Estefania Saravia
Collections
Journal articles
Metadata
JSON
Created on
May 08, 2025
Last modified
May 08, 2025
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Other Materials
README for the reproducibility package for Luck of the Draw: The Causal Effect of Physicians on Birth Outcomes
Download [PDF, 202.81 KB]
Reproducibility package (code) for Luck of the Draw: The Causal Effect of Physicians on Birth Outcomes
Download [ZIP, 23.42 MB]
Download https://reproducibility.worldbank.org/index.php/catalog/273/download/811
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Step 1 - Data physician level.do
Step 2 - Final data.do
Step 3 - Population at municipality.do
Figure 1 - Figure A.4 - Heterogeneity in Saber Pro scores.do
Figure A.1 - Local polynomial regression.do
Figure A.2 - Heatmap.R
Figure A.3 - Density physicians.do
Table 1 - Summary Statistics.do
Table 2 - Table A2 - Covariate balance at hospital level.do
Table 3 - Table A.4 - Figure A.5 - Placebo.do
Table 4 - Table A.9 - Figure A.8 - Main estimates.do
Table 5 - Table 6 - Heterogeneous effects.do
Table 7 - Physicians observables and their value added.do
Table 8 - Table 9 - Figure A.6 - Figure A.7 - Results by predicted probability of unhealthy IV.do
Table A.1 - Summary Statistics at physician level.do
Table A.10 - Main results using covariance index.do
Table A.11 - Main estimates using a Logit model.do
Table A.12 - Linearity of Main Results.do
Table A.13 - Main estimates without, with dummy and continuous controls.do
Table A.14 - Interaction between cohort scores and program scores.do
Table A.15 - Main results using municipalities with one LHC.do
Table A.16 - Main estimates using the weighted score.do
Table A.3 - Placebo other leads.do
Table A.5 - Main estimates Other scores.do
Table A.6 - Mortality estimates.do
Table A.7 Controlling by share of SSO physicians.do
Table A.8 - Antenatal consultations.do
Do_master.do
LICENSE.txt
README.pdf
Reproducibility verification-RR_COL_2024_183.pdf
Figure 1.png
Figure 2.png
Figure 3.png
Figure A1.png
Figure A2.png
Figure A3.png
Figure A4.png
Figure A5.png
Figure A6.png
Figure A7.png
Figure A8.png
Tables paper matrices replication.xls
Reproducibility verification for Luck of the Draw: The Causal Effect of Physicians on Birth Outcomes
Download [PDF, 138.7 KB]
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