Novel insight into prediction model for sleep quality among college students
A Lasso-derived sleep evaluation
Bibliographic Data
| ID | 15518800 |
|---|---|
| Authors | Ling Yao (0000-0003-1086-5641, Second Affiliated Hospital of Fujian Medical University), Qingquan Chen (0000-0001-9254-5849, Fujian Medical University), Kang Yang (0000-0003-0502-7432, Fujian Medical University), Zhihua Zheng (0000-0003-1025-5384, Fujian Medical University), Zhihan Chen (0000-0002-0237-7501, Fujian Medical University), Danna Wang (0000-0001-6899-5436, Fujian Medical University), Yuxing Xia (0000-0003-2984-3020, Fujian Medical University), Yining Xia, Dingquan Chen (Fujian Medical University), Lufeng Chen (0000-0002-0854-3144, Fujian Medical University, corresponding author) |
| Year | 2025 |
| Volume | 16 |
| Pages | 1585732-1585732 |
| Publication date | 2025-04-25 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Frontiers in Psychiatry (JOURNAL) |
| Journal identifiers | ISSN: 1664-0640 • E-ISSN: 1664-0640 |
| Publisher | Frontiers Media (PUBLISHER • CH) |
| DOI | 10.3389/fpsyt.2025.1585732 |
| PMID | 40352375 |
| OpenAlex | W4409825627 |
| Language | EN |
| Citations received | 1 |
| References cited | 49 |
This study developed a prediction model for sleep disturbance among college students using a LASSO regression and ANN, incorporating eight predictors. The model can serve as an intuitive and practical tool for predicting sleep quality and supporting effective management and healthcare on college campuses
Insomnia · Lasso (programming language · Psychiatry · Quality (philosophy · Sleep (system call · Sleep quality · Clinical Psychology · Computer Science · Heart Rate Variability and Autonomic Control · Medicine · Psychology · Sleep and related disorders · Sleep and Work-Related Fatigue
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| Unique citing works | 1 |
|---|---|
| Citations per year | 1 |
| Citation span | 2026 - 2026 (1) |
| Citation velocity | current |
| Highly cited | No |
| Citation types | Neutral: 1 |