2026-10-07T20:38:23Z https://api.figshare.com/v2/oai

oai:figshare.com:article/29334422 2026-09-30T20:59:49Z category_24400 category_30373 category_24214 category_24271 category_30418 category_24979 item_type_3 month_year_09_2026

Data, Code, and Figures for "Flexible Behavior or Flexible Methods? A Cross-Taxon Review of Experimental Designs in Reversal Learning" Nicolás Alessandroni (21554723) Rachael Miller (790497) Drew Altschul (21619951) Lisa P. Barrett (12541976) Marina Bazhydai (21619970) Mahmoud M. Elsherif (15451358) Julia Espinosa (21619972) Biljana Gjoneska (15451367) Yseult Héjja-Brichard (21619973) Valeria Mazza (16528587) Annika Paukner (21619976) Ekaterina Pronizius (9439679) Michael Proulx (7840570) Muhammad A. J. Qadri (589029) Olivia Reilly (21619977) Raoul Schwing (16249544) Carla Sebastián-Enesco (21619979) Vedrana Šlipogor (13960880) Alexandra A. de Sousa (20172547) Ingmar Visser (21619980) Justin Yeager (14900730) Martin Zettersten (21619982) Krista Byers-Heinlein (21619985) Josep Call (21619988) Lars Chittka (16918987) Ludwig Huber (11086384) Laurent Prétôt (21619991) Animal behaviour Cognition Behavioural ecology Phylogeny and comparative analysis Other psychology not elsewhere classified Design practice and methods behavioral flexibility reversal learning cross-species study design task comparability design standardization comparative cognition <h2 dir="ltr">Archive description</h2>This repository contains the full dataset, R-based analysis script, supporting information files, and figures associated with the manuscript “Flexible behavior or flexible methods? A cross-taxon review of experimental designs in reversal learning,” accepted for publication in <a href="https://doi.org/10.1162/OPMI.a.395" target="_blank" rel="noreferrer">Open Mind: Discoveries in Cognitive Science</a>. All files are structured to support reproducibility and transparency.<h2 dir="ltr">Contents</h2><ul><li>final_data.csv – Primary coded dataset for all 350 articles included in the systematic review.</li><li>final_data_dc.csv – Double-coded dataset used for inter-rater reliability analyses.</li><li>ncbi_data.csv – Species counts retrieved from the NCBI Taxonomy Browser (https://www.ncbi.nlm.nih.gov/taxonomy; accessed May 14, 2025), used to assess taxonomic coverage.</li><li>data_analysis.Rmd – R Markdown file containing all code required to reproduce the analyses reported in the manuscript.</li><li>data_analysis.html – Knitted HTML output of the analysis script for easier navigation and review.</li><li>RL_lit_review.Rproj – RStudio project file for organizing the working environment.</li><li>animal_shapes/ – Folder containing animal silhouettes used in Figure 3.</li><li>brms_models/ – All brms model files generated for robustness analyses, saved to bypass recompilation during knitting.</li><li>figures/ – Folder containing all manuscript figures.</li><li>supplementary_material/ – Folder containing supplementary tables S1–S3.</li></ul> 2026-09-30T20:59:49Z Dataset Dataset 10.6084/m9.figshare.29334422.v1 https://figshare.com/articles/dataset/Data_Code_and_Figures_for_Flexible_Behavior_or_Flexible_Methods_A_Cross-Taxon_Review_of_Experimental_Designs_in_Reversal_Learning_/29334422 CC BY 4.0