The Analysis was done in R version 4.3.1 (R Core Team, 2023) and JASP version 0.18.3 (JASP Team, 2024)
R was used for data cleaning and organisation, frequentist analyses, creating csv files for individual analyses in JASP, generating figures for the manuscript
JASP analysis file names are summarised below for each analysis. The html files contain analysis output as well as the analysis code.
Analysis 1 and 2: COVCOG_wave2_JASP_Analysis1and2.html
Analysis 3: COVCOG_wave2_piv_Analysis3.html
Analysis 4: COVCOG_wave2_pivRT_Analysis4.html
Analysis 5 accuracy: COVCOG_wave2_ALLaccuPivo_analysis5.html
Analysis 5 RTs: COVCOG_wave2_ALLRTPivo_analysis5.html
Analysis 6: COVCOG_wave2_vacc_analysis6.html
Additional registered analyses: COVCOG_wave2_allCog_addAnalysis.html
Comparison of memory tasks accuracy = Table 4: COVCOG_wave2_explorative_memTaskComp_1-5.html and results of Analysis 3 from the registered section. The different task comparisons are achieved by subsetting the MemTest column in JASP to achieve a subset of results from 2 tasks.
Analysis 2 but with outliers removed: COVCOG_wave2_extended_explor.html
Analysis 4 but with outliers removed: COVCOG_wave2_RT_nooutliers.html
Effect of Vaccination status on accuracy across all memory tasks: COVCOG_wave2_vacc_memtasks_explorative.html
Adding depression and anxiety as covariates: COVCOG_wave2_extended_explor.html
- for log transformed variables: COVCOG2_wave2_logtrans.html
Adding depression and anxiety as covariates to the analysis of memory performance (reanalysis of Analysis 5): COVCOG_wave2_explorative_reanalysis5.html
Time Since Infection: COVCOG_wave2_tSinceInfCat.html
- for logtransformed variables: COVCOG2_wave2_logtrans_TimeSI.html
col2 (registered analyses): COVCOG_wave2_JASP_Analysis1and2.jasp, COVCOG_wave2_allCog_addAnalysis.jasp.
col3 (after outlier removal): COVCOG_wave2_extended_explor.jasp.
col4 (log transformed): COVCOG2_wave2_logtrans.jasp.
col5 (depression and anxiety): COVCOG_wave2_extended_explor.jasp,COVCOG2_wave2_logtrans.jasp.
col6 (time since infection): COVCOG_wave2_tSinceInfCat.jasp, COVCOG2_wave2_logtrans_TimeSI.jasp.