How to cite this Dataset
Williams, Brendan, Fitzgibbon, Lily and Brady, Daniel (2024): Reversal learning reliability behavioural dataset. University of Reading. Dataset. https://researchdata.reading.ac.uk/id/eprint/1307
This is the latest version of this item.
Description
This repository contains re-test data for a reversal learning task completed by 150 participants, and associated scripts for the analysis of the reliability of behavioural and computational model parameters.
Participants completed 150 trials of the reversal learning task where they were presented with two visually distinguishable abstract stimuli and had to learn through experience which of these two choices were "better". Throughout the task the "better" choice would change, such that the "better" stimulus became the "worse" stimulus and vice versa.
This repository also includes the scripts needed to replicate our analysis presented in the associated publication, including the calculation of reliability metrics, our effects of sample size on variance component simulation, generating plots, and statistical analysis.
Resource Type: | Dataset |
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Creators: | Williams, Brendan ORCID: https://orcid.org/0000-0003-3844-3117, Fitzgibbon, Lily and Brady, Daniel ORCID: https://orcid.org/0000-0003-4671-0676 |
Contributors: | Christakou, Anastasia |
Rights-holders: | Brendan Williams, University of Reading, University of Stirling, University of Sheffield |
Data Publisher: | University of Reading |
Publication Year: | 2024 |
Data last accessed: | 11 November 2024 |
DOI: | https://doi.org/10.17864/1947.001307 |
Metadata Record URL: | https://researchdata.reading.ac.uk/id/eprint/1307 |
Organisational units: | Life Sciences > School of Psychology and Clinical Language Sciences Interdisciplinary Research Centres (IDRCs) > Centre for Integrative Neuroscience and Neurodynamics (CINN) |
Participating Organisations: | University of Reading, University of Stirling, University of Sheffield |
Keywords: | cognitive flexibility, reversal learning, re-test reliability, reinforcement learning, computational modelling, reward learning |
Rights: | |
Data Availability: | OPEN |
Available Versions of this Item
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Reversal learning reliability behavioural dataset. (deposited 29 Jun 2023 15:39)
- Reversal learning reliability behavioural dataset. (deposited 11 Apr 2024 16:04) [Currently Displayed]