This repository hosts files and code related to our reanalysis of data presented by Vogelsang et al. (2024) published in Science. Links to the original manuscript and replies can be found below.
Vogelsang, M., Vogelsang, L., Gupta, P., Gandhi, T. K., Shah, P., Swami, P., ... & Sinha, P. (2024). Impact of early visual experience on later usage of color cues. Science, 384(6698), 907-912. https://www.science.org/doi/pdf/10.1126/science.adk9587
T. S. A. Wallis & J. M. Martin. (2024, August 16). No evidence that late-sighted individuals rely more on color for object recognition: Reply to Vogelsang et al. OSF Preprints. https://osf.io/preprints/psyarxiv/sv4pw
Vogelsang, M., Vogelsang, L., Gupta, P., Gandhi, T. K., Shah, P., Swami, P., ... & Sinha, P. (2024, September 4). Assessing the impact of color on recognition performance in late-sighted and controls: Response to Thomas Wallis and Joshua Martin. OSF Preprints. https://osf.io/preprints/psyarxiv/upj2d
T. S. A. Wallis & J. M. Martin. (2024, September 17). Still no evidence that late-sighted individuals rely more on color for object recognition: Reply to Vogelsang et al. OSF Preprints. https://osf.io/preprints/psyarxiv/d8nvj
The two manuscripts for our replies can be found in the publications directory. The code underlying our data analysis can be found in the scripts directory. This consists of two main parts: (1) a transformation plus t-test approach (carried out in a jupyter notebook), and (2) generalised mixed effects models in both a frequentist and bayesian setting (carried out in an R notebook). The raw and processed data files can be found in the data directory.
./vogelsang_science_reply
├── README.md
├───data
│ └───processed_data
├───figures
├───publications
└───scripts