CLIMR_power_report.md

Construal Level International Multilab Replication (CLIMR) Project: Power Analysis Report

CLIMR Team 2025-01-07

Power Figure

knitr::include_graphics("./figures/climr_power_figure.png")

Power Analyses for Each Replication

Liberman & Trope (1998, Study 1)

What sample sizes are needed for 80% and 95% power to detect the replication effect?

power_80_n_temporal

## [1] 4926.155

power_95_n_temporal

## [1] 8154.548

What proportion of previous experiments had at least 80% power to detect effects the size of the replication effect?

smaller_prop_temporal

## [1] 0

What is the median power for the replication effect that the previous experiments samples provided?

median_power_temporal

## [1] 0.05122862

Fujita et al. (2006, Study 1)

What sample sizes are needed for 80% and 95% power to detect the replication effect?

power_80_n_spatial

## [1] 18681.75

power_95_n_spatial

## [1] 30928.49

What proportion of previous experiments had at least 80% power to detect effects the size of the replication effect?

smaller_prop_spatial

## [1] 0

What is the median power for the replication effect that the previous experiments samples provided?

median_power_spatial

## [1] 0.03655702

Social Distance (Paradigmatic Replication)

What sample sizes are needed for 80% and 95% power to detect the replication effect?

power_80_n_social

## [1] 438.8856

power_95_n_social

## [1] 725.3576

What proportion of previous experiments had at least 80% power to detect effects the size of the replication effect?

smaller_prop_social

## [1] 0.02

What is the median power for the replication effect that the previous experiments samples provided?

median_power_social

## [1] 0.1941831

Likelihood Distance (Paradigmatic Replication)

What sample sizes are needed for 80% and 95% power to detect the replication effect?

power_80_n_likelihood

## [1] 31786.95

power_95_n_likelihood

## [1] 52625.64

What proportion of effects for which previous experiments had 80% power is the replication effect smaller than?

smaller_prop_likelihood

## [1] 0

What is the median power for the replication effect that the previous experiments samples provided?

median_power_likelihood

## [1] 0.03352853