Reversal learning reliability behavioural dataset

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
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:	2 December 2024
DOI:	https://doi.org/10.17864/1947.001377
Metadata Record URL:	https://researchdata.reading.ac.uk/id/eprint/1377
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:	Creative Commons Attribution 4.0 International
Data Availability:	OPEN
Additional details Additional details Funders: School of Psychology and Clinical Language Sciences Cauldron Science Centre for Integrative Neuroscience and Neurodynamics Resource Language: English Depositing User: Dr Brendan Williams Date Deposited: 02 Dec 2024 16:36 Last Modified: 04 Dec 2024 05:20

Available Versions of this Item

• Reversal learning reliability behavioural dataset. (deposited 29 Jun 2023 15:39)
  • Reversal learning reliability behavioural dataset. (deposited 11 Apr 2024 16:04)
    • Reversal learning reliability behavioural dataset. (deposited 02 Dec 2024 16:36) [Currently Displayed]