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- W4379615307 abstract "Chu and Recchia (2022) conducted a survey experiment with 101 British members of Parliament (MPs) to test whether providing information on public opinion shifts policymaker opinion in the direction favored by the public. In this report, we test the reproducibility of Chu and Recchia’s results and conduct our own analyses of their data. Although we find that their main results are reproducible, whether weights are applied in the analyses qualitatively changes the results: Not applying weights to their experimental data reduces not only the perceived impressiveness of the results but also their statistical significance (from p = .097 to p = .64). Our findings highlight how the decision to apply weights can be a researcher degree of freedom and serve to echo two recommendations by methodologists: (1) Report the unweighted analyses of experimental data (i.e., estimate the Sample Average Treatment Effect), (2) then apply weights properly to generalize the effect found in the sample to the population of interest (i.e., estimate the Population Average Treatment Effect)." @default.
- W4379615307 created "2023-06-08" @default.
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- W4379615307 date "2023-06-06" @default.
- W4379615307 modified "2023-09-27" @default.
- W4379615307 title "Weighting Experimental Data? Lessons From Reproducing Chu and Recchia (2022)" @default.
- W4379615307 doi "https://doi.org/10.31234/osf.io/56t7s" @default.
- W4379615307 hasPublicationYear "2023" @default.
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