Observational studyFrontiers in public health2026
Post-shift recovery sleep duration and its association with daytime sleepiness among night-shift nurses: a repeated-measures observational study.
Observational study in Frontiers in public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
1 citing paper in PubMed.
- A Goal Programming Model for Nurse Shift Scheduling Incorporating Flexible Constraints: A Case Study in an Operating Room Department.Healthcare (Basel, Switzerland) · 2026Article
Corrections and comments
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Objective: To examine the association between post-shift recovery sleep duration and daytime sleepiness among night-shift nurses. Methods: A repeated-measures observational study among night-shift nurses in a tertiary hospital. Data were collected between September and November 2025. Post-shift recovery sleep duration, defined as sleep obtained within 24 h after completing a night shift, was categorized as 0 h, <2 h, 2-4 h, or ≥4 h. Daytime sleepiness was assessed using the Epworth Sleepiness Scale (ESS). Linear mixed-effects models with random intercepts were applied to evaluate associations while controlling for sex, working unit, night-shift workload, caffeine intake during night shifts, and insomnia severity. Results: Recovery sleep duration was associated with daytime sleepiness across sleep-duration categories. Nurses reporting 2-4 h of recovery sleep had the highest ESS scores compared with those reporting no recovery sleep (ES, ±95% Conclusions: Post-shift recovery sleep duration was associated with daytime sleepiness among night-shift nurses, with intermediate recovery sleep duration (2-4 h) showing the highest ESS scores. Because recovery sleep duration was self-reported and the study design limits causal inference, these findings should be interpreted as associations rather than evidence of causality. Fatigue risk management strategies should consider not only sleep duration but also the quality and context of post-shift recovery.
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