Worth weighting? How to think about and use weights in survey experiments

LW Miratrix, JS Sekhon, AG Theodoridis… - Political …, 2018 - cambridge.org
The popularity of online surveys has increased the prominence of using sampling weights to
enhance claims of representativeness. Yet, much uncertainty remains regarding how these …

Developing standards for post-hoc weighting in population-based survey experiments

A Franco, N Malhotra, G Simonovits… - Journal of Experimental …, 2017 - cambridge.org
Weighting techniques are employed to generalize results from survey experiments to
populations of theoretical and substantive interest. Although weighting is often viewed as a …

The generalizability of survey experiments

KJ Mullinix, TJ Leeper, JN Druckman… - Journal of Experimental …, 2015 - cambridge.org
Survey experiments have become a central methodology across the social sciences.
Researchers can combine experiments' causal power with the generalizability of population …

Increasing precision without altering treatment effects: Repeated measures designs in survey experiments

S Clifford, G Sheagley, S Piston - American Political Science Review, 2021 - cambridge.org
The use of survey experiments has surged in political science. The most common design is
the between-subjects design in which the outcome is only measured posttreatment. This …

Estimation of heterogeneous treatment effects from randomized experiments, with application to the optimal planning of the get-out-the-vote campaign

K Imai, A Strauss - Political Analysis, 2011 - cambridge.org
Although a growing number of political scientists are conducting randomized experiments,
many of them only report the average treatment effects and do not systematically explore the …

The design of field experiments with survey outcomes: A framework for selecting more efficient, robust, and ethical designs

DE Broockman, JL Kalla, JS Sekhon - Political Analysis, 2017 - cambridge.org
There is increasing interest in experiments where outcomes are measured by surveys and
treatments are delivered by a separate mechanism in the real world, such as by mailers …

Demand effects in survey experiments: An empirical assessment

J Mummolo, E Peterson - American Political Science Review, 2019 - cambridge.org
Survey experiments are ubiquitous in social science. A frequent critique is that positive
results in these studies stem from experimenter demand effects (EDEs)—bias that occurs …

Selection in surveys: Using randomized incentives to detect and account for nonresponse bias

D Dutz, I Huitfeldt, S Lacouture, M Mogstad… - 2021 - nber.org
We show how to use randomized participation incentives to test and account for
nonresponse bias in surveys. We first use data from a survey about labor market conditions …

Estimating heterogeneous treatment effects and the effects of heterogeneous treatments with ensemble methods

J Grimmer, S Messing, SJ Westwood - Political Analysis, 2017 - cambridge.org
Randomized experiments are increasingly used to study political phenomena because they
can credibly estimate the average effect of a treatment on a population of interest. But …

Generalizing from survey experiments conducted on Mechanical Turk: A replication approach

A Coppock - Political Science Research and Methods, 2019 - cambridge.org
To what extent do survey experimental treatment effect estimates generalize to other
populations and contexts? Survey experiments conducted on convenience samples have …