Task Switching Gameplay Data from Lumosity


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Description: This repository contains the data and code from: Steyvers, M, Hawkins, G., Karayanidis, F. and Brown, S. (in press). "A large-scale analysis of task switching practice effects across the lifespan". The data set that we are working with includes the gameplay data for a sample of users who play Ebb and Flow, a task switching game on Lumosity.com. This is a game designed to test the ability to switch between different tasks. The raw data is described at the individual trial level (i.e., individual decisions within a particular gameplay event) and include response time, accuracy, as well as identifiers that describe the particular stimulus display and type of condition associated with the trial.


Data There are three data sets that can be accessed in either Matlab or CSV format. Sample of 1000 users who played at least 60 gameplays. The gameplay data is restricted to only the first 60 gameplays of those users. The sampling was constrained to sample an equal number of users across six age groups, 21-30, 31-40, 41-50, 51-60, 61-70, and 71-80. This data set is associated with the label: sim...


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