Data & Code
Replication packages
Replication data and code for my published work are archived in public repositories:
- Inputs, Incentives, and Complementarities (QJE 2019) — KiuFunza Tanzania data: Harvard Dataverse
- Outsourcing Education / Beyond Short-term Learning Gains (Liberia) — Harvard Dataverse · Zenodo
- Designing Teacher Performance Pay (Tanzania) — Zenodo
- Communal Property Rights and Deforestation — Harvard Dataverse
- Local Incentives and National Tax Evasion (Colombia) — Harvard Dataverse
- Direct vs Indirect Management Training (Mexico) — Harvard Dataverse
- Cross-Age Tutoring (Kenya) — Harvard Dataverse
- Factorial Designs, Model Selection, and Inference — Harvard Dataverse
- COVID-19 Learning Loss and Recovery (India) — Harvard Dataverse
- Preventing School Dropout (Guatemala) — Harvard Dataverse
- The Productivity of Public and Private Preschools (India) — Zenodo
- How to Make Replication the Norm (Nature) — Replication package
- On the Optimality of Answer-Copying Indices — R code
Interactive tools
Air quality in Bogotá
Neighborhood-level air-quality reports from the Air filters and student learning project (150 Bogotá schools):
Antonio Nariño · Barrios Unidos · Bosa · Ciudad Bolívar · Engativá · Fontibón · Kennedy · Mártires · Puente Aranda · Rafael Uribe Uribe · San Cristóbal · Santa Fe · Suba · Tunjuelito · Usaquén · Usme
Health and pharmaceutical data (Colombia)
Datasets I compiled from Colombian government sources for my work on insurer competition and pharmaceutical prices. These are convenience copies of public information (originally published by the government in PDF and Excel); I cleaned and consolidated them into plain CSVs.
Pharmaceutical prices (SISMED)
Reported prices in the SISMED system, one file per year:
2006 · 2007 · 2008 · 2009 · 2010 · 2011 · 2012 · 2013 · 2014 · 2015 · 2016
Drug registry (INVIMA)
Unique-code drug registries (March 2017) merged from INVIMA:
Benefit-plan legislation
Official acts/resolutions defining the national benefit plan, with a plain-text CSV of the listed drugs where I extracted one:
- Acuerdo 228 de 2002 — PDF · Plain CSV
- Acuerdo 263 de 2004 — PDF
- Acuerdo 335 de 2006 — PDF
- Acuerdo 336 de 2006 — PDF
- Consolidated through 2007 — Plain CSV
- Acuerdo 368 de 2007 — PDF
- Acuerdo 380 de 2007 — PDF
- Acuerdo 08 de 2009 — Plain CSV
- Acuerdo 21 de 2011 — PDF
- Acuerdo 25 de 2011 — PDF
- Acuerdo 29 de 2011 — PDF · Plain CSV
- Resolución 5521 de 2013 — PDF · Plain CSV
- Resolución 5926 de 2014 — PDF · Plain CSV
- Resolución 5592 de 2015 — PDF · Plain CSV
Medical-provider directory (IPS / REPS)
Colombia’s registry of health-service providers and their branches (from the public REPS registry, prestadores.minsalud.gov.co):
- Providers (Prestadores) — basic information for each provider
- Branches (Sedes) — every branch of every provider
- Services (Servicios) — services provided at each branch
- Installed capacity (Capacidad Instalada)
- Branch locations (shapefile)
Source government portals: SISPRO, INVIMA registry, REPS provider registry.