Understanding and misunderstanding randomized controlled trials

A Deaton, N Cartwright - Social science & medicine, 2018 - Elsevier
Abstract Randomized Controlled Trials (RCTs) are increasingly popular in the social
sciences, not only in medicine. We argue that the lay public, and sometimes researchers, put …

Local elites as state capacity: How city chiefs use local information to increase tax compliance in the democratic republic of the Congo

P Balán, A Bergeron, G Tourek, JL Weigel - American Economic …, 2022 - aeaweb.org
This paper investigates the trade-offs between local elites and state agents as tax collectors
in low-capacity states. We study a randomized policy experiment assigning neighborhoods …

Policy experimentation in china: The political economy of policy learning

S Wang, DY Yang - 2021 - nber.org
Many governments have engaged in policy experimentation in various forms to resolve
uncertainty and facilitate learning. However, little is understood about the characteristics of …

Should the randomistas (continue to) rule?

M Ravallion - 2020 - nber.org
The rising popularity of randomized controlled trials (RCTs) in development applications has
come with continuing debates about the merits of this approach. The paper takes stock of the …

The Perry Preschoolers at late midlife: A study in design-specific inference

JJ Heckman, G Karapakula - 2019 - nber.org
This paper presents the first analysis of the life course outcomes through late midlife (around
age 55) for the participants of the iconic Perry Preschool Project, an experimental high …

People, Practices, and Productivity: A Review of New Advances in Personnel Economics

M Hoffman, CT Stanton - 2024 - nber.org
This chapter surveys recent advances in personnel economics. We begin by presenting
evidence showing substantial and persistent productivity variation among workers in the …

Decision theoretic approaches to experiment design and external validity

AV Banerjee, S Chassang, E Snowberg - Handbook of Economic Field …, 2017 - Elsevier
A modern, decision-theoretic framework can help clarify important practical questions of
experimental design. Building on our recent work, this chapter begins by summarizing our …

Seeing the nudge from the trees: The 4S framework for evaluating nudges

S Mills, R Whittle - Public Administration, 2024 - Wiley Online Library
Nudging is a popular and influential approach in policymaking. Yet, it has faced substantial
criticism from several policy perspectives, with growing concern raised about the efficacy of …

External Validity and Meta‐Analysis

T Slough, SA Tyson - American Journal of Political Science, 2023 - Wiley Online Library
Meta‐analysis is a method that combines estimates from studies conducted on different
samples, in different contexts, or at different times. Social scientists increasingly use meta …

Covariate-adjusted Fisher randomization tests for the average treatment effect

A Zhao, P Ding - Journal of Econometrics, 2021 - Elsevier
Fisher's randomization test (frt) delivers exact p-values under the strong null hypothesis of
no treatment effect on any units whatsoever and allows for flexible covariate adjustment to …