Data from experiments and published papers
These repositories include survey instruments and code to clean/analyze the data when feasible.
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Partnership schools for Liberia (PSL)/ Liberia Advancement Education Program (LEAP)
> Replication data and code for “Outsourcing Education: Experimental Evidence from Liberia”
> Replication data and code for “Beyond Short-term Learning Gains” -
KiuFunza experiments in Tanzania
> Replication data and code for “Inputs, Incentives, and Complementarities in Education”
> Replication data and code for “Designing Teacher Performance Pay Programs” - Replication code for: “Communal Property Rights and Deforestation”
- Replication data and code for: “Local Incentives and National Tax Evasion: The Response of Illegal Mining to a Tax Reform in Colombia”
- Replication code for: “Direct vs Indirect Management Training: Experimental Evidence from Schools in Mexico”
- Replication code for: “Cross-Age Tutoring: Experimental Evidence from Kenya”
- Replication data and code “Factorial Designs, Model Selection, and (Incorrect) Inference in Randomized Experiments”
- Replication data and code “COVID-19 Learning loss and recovery: Panel data evidence from India”
Pollution reports for schools in Bogota
As part of the Air Filters and Student Learning project funded by J-PAL’s King Climate Action Initiative (K-CAI) and the Weiss Fund, we installed air quality monitors in 150 schools in Bogota, Colombia. Below are reports of the pollution readings by locality
- ANTONIO NARIÑO
- BARRIOS UNIDOS
- BOSA
- CIUDAD BOLIVAR
- ENGATIVA
- FONTIBON
- KENNEDY
- MARTIRES
- PUENTE ARANDA
- RAFAEL URIBE URIBE
- SAN CRISTOBAL
- SANTA FE
- SUBA
- TUNJUELITO
- USAQUEN
- USME
Pharmaceutical Prices in Colombia: Usable SISMED information
Below you can find the information on pharmaceutical prices in Colombia reported by the SISMED system. I took the information from public information published by the government in PDF and Excel.
- SISMED 2016 in csv
- SISMED 2015 in csv
- SISMED 2014 in csv
- SISMED 2013 in csv
- SISMED 2012 in csv
- SISMED 2011 in csv
- SISMED 2010 in csv
- SISMED 2009 in csv
- SISMED 2008 in csv
- SISMED 2007 in csv
- SISMED 2006 in csv
Pharmaceuticals in Colombia: INVIMA information
I merged this information with general drug characteristics from the INVIMA (from March 2017) dataset found here. The CUM1 and CUM2 in the SISMED information jointly form the complete CUM that uniquely identifies each pharmaceutical.
- INVIMA information (from March 2017). Information on pharmaceutical’s commercial information. Information for pharmaceuticals with current CUM.
- INVIMA information (from March 2017). Information for pharmaceuticals with expired CUM.
- INVIMA information (from March 2017). Information for pharmaceuticals currently renovating CUM.
- INVIMA information (from March 2017). Information for pharmaceuticals with CUM in other statuses.
The INVIMA also has information on whether the drug is generic and if it can be sold over the counter without a prescription. I webscrapped the information from their webpage.
Pharmaceuticals in the public health benefit plan of Colombia
Several pieces of legislation define the benefit plan. The relevant pieces of legislation are:
- Acuerdo 228 de 2002 – Consejo Nacional de Seguridad Social en Salud.
- Plain file – Acuerdo 228 de 2002
- Acuerdo 263 de 2004 – Consejo Nacional de Seguridad Social en Salud.
- Acuerdo 335 de 2006 – Consejo Nacional de Seguridad Social en Salud.
- Acuerdo 336 de 2006 – Consejo Nacional de Seguridad Social en Salud.
- Plain file with the information from the legislation up to this point
- Acuerdo 368 de 2007 – Consejo Nacional de Seguridad Social en Salud.
- Acuerdo 380 de 2007 – Consejo Nacional de Seguridad Social en Salud.
- Acuerdo 03 de 2009 – Comision de Regulacion en Salud.
- Acuerdo 08 de 2009 – Comision de Regulacion en Salud.
- Acuerdo 08 de 2009 – Anexo 1.
- Acuerdo 08 de 2009 – Anexo 2.
- Acuerdo 08 de 2009 – Anexo 3.
- Plain file – Acuerdo 08 de 2009 – Anexo 1
- Acuerdo 17 de 2010 – Comision de Regulacion en Salud.
- Acuerdo 21 de 2011 – Comision de Regulacion en Salud.
- Acuerdo 25 de 2011 – Comision de Regulacion en Salud.
- Acuerdo 29 de 2011 – Comision de Regulacion en Salud.
- Plain file – Acuerdo 29 de 2011
- Resolucion 5521 de 2013 – Ministerio de Salud y Proteccion Social.
- Plain file – Resolucion 5521 de 2013
- Resolucion 5926 de 2014 – Ministerio de Salud y Proteccion Social.
- Plain file – Resolucion 5926 de 2014
- Resolucion 5592 de 2015 – Ministerio de Salud y Proteccion Social.
- Plain file – Resolucion 5592 de 2015
- Summary file of drugs included in the benefit plan up to February of 2016 by Salud Capital
List of all medical providers (e.g., hospitals, clinics, private practices) with GPS coordinates
Below you can find the information on all medical providers in Colombia with GPS coordinates. I used Geolocation using Bing and Google Maps to get GPS coordinates. The information comes from public information published by the government.
- List of providers with basic information.
- List of every branch every provider has.
- Services provided at every branch.
- Capacity at every branch.
- Shapefile with the location of every branch. The ID is the composition of the “codigo_habilitacion” and “numero_sede”.