Sleep Deprivation Effects on Cognition and Emotion in a 2024 Middle Eastern Study

60 participants from diverse backgrounds form the basis of this 2024 study on sleep deprivation. The dataset, created by Farouk Mohammed and Juma al Majid, captures sleep duration, quality, cognitive function, emotional stability, and lifestyle factors. Standardized cognitive tests like the Stroop Task, N-Back Test, and Psychomotor Vigilance Task were used to measure performance.

Use Cases

• Predicting reaction time degradation based on sleep duration and quality metrics
• Analyzing the relationship between lifestyle factors like caffeine intake and cognitive function scores
• Modeling emotional stability outcomes using demographic and stress level data
• Investigating the impact of demographic factors such as age and BMI on memory accuracy

Strengths

• Includes data from 60 participants, providing a foundation for statistical analysis
• Captures multiple standardized cognitive test results, including Stroop Task and PVT
• Records a combination of demographic, lifestyle, and behavioral variables like BMI and physical activity

Limitations

• Row count and column-level documentation are unknown, which may limit suitability assessment
• Last update date is unknown; freshness unverified
• Data may reflect geographic and temporal bias inherent to its 2024 Middle Eastern study context

Provenance

Source

Farouk Mohammed and Juma al Majid, via OpenML and Kaggle

Collection Method

Data gathered from a 2024 study using standardized cognitive performance tests.

Time Range

2024

Freshness

Last updated date is unknown.

Geography

Middle East