## Preprint ## You can view a preprint of the manuscript here: [https://psyarxiv.com/qaj9m/][1] ## Analysis ## R script for all analyses and data visualizations: 1. Redundant_modifier_search_analysis_and_visualizations.R ### Data ### You can find a tab-delimited data file in the analysis/data folder: 1. Modifier_redundancy_search_data.txt ### Model object files ### In the analysis/brms folder you can find .RData files for each Bayesian hierarchical regression model reported in the manuscript, along with a text file containing the output for each model. #### Saved brms model objects #### 1. Experiment 1 1. Initiation time: init_exp1_brm.RData (Figure 4) 2. Scanning time: search_exp1_brm.RData (Figure 5) 3. Verification time: ver_exp1_brm.Rdata (Figure 6) 2. Experiment 2 1. Initiation time: init_exp2_brm.RData (Figure 8) 2. Scanning time: search_exp2_brm.RData (Figure 9) 3. Verification time: ver_exp2_brm.RData (Figure 10) 3. Shared Items 1. Initiation time: init_shared_brm.RData (Figure 12) 2. Scanning time: search_shared_brm.RData (Figure 13) 3. Verification time: ver_shared_brm.RData (Figure 14) #### Model output #### 1. brms_model_output.txt Text file that includes model summary information for each of the models listed above, which are reported in the manuscript. For ease of interpretation, the parameters in this file have been relabeled. ## Items ## The items folder contains .csv files with the lists and conditions presented in each experiment, which correspond to the experiment parameters in Experiment Builder. 1. Experiment 1.csv (conditions and parameters for Experiment 1) 2. Experiment 2.csv (conditions and parameters for Experiment 2) ## Scenes ## The scenes folder contains the real-world scene images presented to subjects in each experiment, in .jpg format. 1. Experiment 1: 36 images 2. Experiment 2: 39 images ## Supplemental Analysis ## ### Report ### Report of exploratory supplemental analysis, following the same reporting style used in the manuscript. 1. Supplemental Analysis Report - Scan path ratio.pdf ### Analysis script ### R script for supplemental analyses and data visualizations: 1. Redundant_modifier_search_supplemental_analysis.R ### Data ### The supplemental analysis uses the same data file used in the main analysis. ### Model object files ### In the supplemental analysis/brms folder you can find .RData files for each Bayesian hierarchical regression model in the supplemental analysis, along with a text file containing the output for each model. #### Saved brms model objects #### 1. Experiment 1: spr_exp1_brm.RData 2. Experiment 2: spr_exp2_brm.RData 3. Shared Items: spr_shared_brm.RData #### Model output #### 1. supplemental_brm_output.txt Text file that includes model summary information for each of the models listed above, which are reported in the supplemental analysis report. For ease of interpretation, the parameters in this file have been relabeled. [1]: https://psyarxiv.com/qaj9m/