Sleep Deprivation Effects on Cognition and Emotion in a Middle Eastern 2024 Study
by Farouk Mohammed and Juma al Majid
arff
Available on 1 platform
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Description
A 2024 study of 60 participants from diverse backgrounds in the Middle East, authored by Farouk Mohammed and Juma al Majid. It captures the impact of sleep deprivation on cognitive performance and emotional regulation, using standardized tests like the Stroop Task and Psychomotor Vigilance Task. The dataset includes demographic, lifestyle, and cognitive metrics to support statistical and machine learning analysis.
Use Cases
Modeling reaction time degradation based on sleep duration and quality metrics
Analyzing correlations between lifestyle factors like caffeine intake and cognitive function scores
Predicting emotional stability outcomes from demographic and stress level data
Comparing cognitive performance across different standardized test results mentioned in the description
Strengths
Includes data from 60 participants, providing a sample for analysis
Captures multiple standardized cognitive tests (Stroop Task, N-Back Test, PVT) as mentioned in the description
Records a combination of demographic, lifestyle, and cognitive variables for each participant
Limitations
Row count and file size are unknown, which may limit suitability assessment
Column-level documentation is absent; field semantics must be inferred after download
Last update date is unknown; freshness unverified
Provenance
Source
OpenML, originally from Kaggle
Collection Method
Collected via a study using standardized cognitive performance tests
Time Range
2024
Freshness
Last updated date is unknown; freshness unverified.