Exploring the Feasibility of a Repeated Mobile One-Minute PVT In-the-Wild
| 言語 | 英語 |
|---|---|
| 種類 | 国際会議等の予稿 |
| 著者 | Tasnim Irtifa Chowdhury，Andrew Vargo，Benjamin Tag，Ryunosuke Nishitomi，Koichi Kise |
| 論文名 | Exploring the Feasibility of a Repeated Mobile One-Minute PVT In-the-Wild |
| 論文誌名 | MobileHCI '24 Adjunct: Adjunct Proceedings of the 26th International Conference on Mobile Human-Computer Interaction |
| ページ | pp.1-7 |
| ページ数 | 7 |
| 発表場所 | Melbourne, Australia |
| 査読の有無 | 有 |
| 年月 | 2024年10月 |
| 分野 | センシング, ウエルビーイング |
| DOI | 10.1145/3640471.3680235 |
| キー | Chowdhury2024 (id=1997) |
要約
Researchers have established that quality sleep is important for cognitive functions. Now that consumer-grade wearables can provide accurate measurements of sleep quality, we should be able to inform individuals about how their sleep impacts cognitive functions. However, as our internal clock follows cycles of alertness and sleepiness, it is still necessary to identify at what time of day the sleep quality impacts cognitive performance. In this study, we investigated the relationship between sleep stages and psychomotor vigilance using a 1-minute Psychomotor Vigilance Task (PVT) test. Participants wore a sleep-tracking device and performed the PVT test six times daily for three weeks. The results suggest that increased Rapid Eye Movement (REM) sleep duration led to better performance after lunch. Additionally, we developed a model to predict average response time based on the sleep data. The results show a promising step towards giving tangible meaning to sleep data.
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