Worth weighting? How to think about and use weights in survey experiments
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 …
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 …
populations of theoretical and substantive interest. Although weighting is often viewed as a …
The generalizability of survey experiments
Survey experiments have become a central methodology across the social sciences.
Researchers can combine experiments' causal power with the generalizability of population …
Researchers can combine experiments' causal power with the generalizability of population …
Increasing precision without altering treatment effects: Repeated measures designs in survey experiments
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 …
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 …
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
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 …
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 …
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
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 …
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
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 …
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 …
populations and contexts? Survey experiments conducted on convenience samples have …