Using randomization in development economics research: A toolkit

E Duflo, R Glennerster, M Kremer - Handbook of development economics, 2007 - Elsevier
This paper is a practical guide (a toolkit) for researchers, students and practitioners wishing
to introduce randomization as part of a research design in the field. It first covers the …

General data quality assessment of the CLHLS

D Gu - … longevity in China: Demographic, socioeconomic, and …, 2008 - Springer
This chapter provides a comprehensive review of data quality of the third wave of the
Chinese Longitudinal Healthy Longevity Survey (CLHLS) in 2002 in terms of proxy use …

Keeping it simple: Financial literacy and rules of thumb

A Drexler, G Fischer, A Schoar - American Economic Journal: Applied …, 2014 - aeaweb.org
Micro-entrepreneurs often lack the financial literacy required to make important financial
decisions. We conducted a randomized evaluation with a bank in the Dominican Republic to …

Sample selection bias as a specification error

JJ Heckman - Econometrica: Journal of the econometric society, 1979 - JSTOR
This paper discusses the bias that results from using nonrandomly selected samples to
estimate behavioral relationships as an ordinary specification error or" omitted variables" …

Statistics and causal inference

PW Holland - Journal of the American statistical Association, 1986 - Taylor & Francis
Problems involving causal inference have dogged at the heels of statistics since its earliest
days. Correlation does not imply causation, and yet causal conclusions drawn from a …

Worms: identifying impacts on education and health in the presence of treatment externalities

E Miguel, M Kremer - Econometrica, 2004 - Wiley Online Library
Intestinal helminths—including hookworm, roundworm, whipworm, and schistosomiasis—
infect more than one‐quarter of the world's population. Studies in which medical treatment is …

Training, wages, and sample selection: Estimating sharp bounds on treatment effects

DS Lee - 2005 - nber.org
This paper empirically assesses the wage effects of the Job Corps program, one of the
largest federally-funded job training programs in the United States. Even with the aid of a …

Teaching entrepreneurship: Impact of business training on microfinance clients and institutions

D Karlan, M Valdivia - Review of Economics and statistics, 2011 - direct.mit.edu
Most academic and development policy discussions about microentrepreneurs focus on
credit constraints and assume that subject to those constraints, the entrepreneurs manage …

The long-term effects of management and technology transfers

M Giorcelli - American Economic Review, 2019 - aeaweb.org
This paper examines the long-run causal effects of management on firm performance. Under
the United States Technical Assistance and Productivity Program (1952–1958), the United …

Confidence intervals for partially identified parameters

GW Imbens, CF Manski - Econometrica, 2004 - Wiley Online Library
Recently a growing body of research has studied inference in settings where parameters of
interest are partially identified. In many cases the parameter is real‐valued and the …