Accuracy of site benchmarking in clinical quality registries of varying size - simulation study data and Stata code

Contains the simulated data and Stata code used to produce the results for the manuscript titled "Accuracy of site benchmarking in clinical quality registries of varying size".

data_files.zip (code to generate all files in "do_files\simstudy2_preparation.do"):
raw_data - the .dta files produced from running the user-written hiersim command (https://doi.org/10.26180/24480889.v1)
summary_data - the .dta files produced from summarising of the results across each unique simulated scenario and method combination (performance measure average and 95% Monte Carlo confidence intervals)
parameter_check - the .dta files produced from summarising the simulated data parameters across each unique simulated scenario (performance measure average and 95% Monte Carlo confidence intervals)

do_files.zip:
simstudy1_preparation.do - the code to run the simulations (using the hiersim command, available at https://doi.org/10.26180/24480889.v1) and create summary datasets (performance measures and parameter checks)
simstudy1_manuscript.do - the code to produce the figures included in the main manuscript
simstudy1_supplementary.do - the code to produce the figures included in the manuscript supplementary material