Using smartphone app use and lagged-ensemble machine learning for the prediction of work fatigue and boredom
Abstract
As smartphone usage becomes increasingly prevalent in the workplace, the physical and psychological implications of this behavior warrant consideration. Recent research has investigated associations between workplace smartphone use and fatigue and boredom, yet findings are not conclusive. To build off recent efforts, we applied an ensemble machine learning model on a previously published dataset of N = 83 graduate students in the Netherlands to...
Paper Details
Title
Using smartphone app use and lagged-ensemble machine learning for the prediction of work fatigue and boredom
Published Date
Feb 1, 2022
Journal
Volume
127
Pages
107029 - 107029
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