What do recent sleep studies say about the most effective non medical ways on how to fix circadian rhythm disruption from shift work or erratic schedules?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What do recent sleep studies say about the most effective non medical ways on how to fix circadian rhythm disruption from shift work or erratic schedules?
3 real searches · 1 real-search pass
2024 2025 systematic review shift work circadian rhythm nonpharmacological interventions light therapy sleep timing naps caffeine meal timingGoogle ↗
OBSERVED
AASM shift work disorder practice parameters light exposure fixed sleep schedule circadian adaptation review 2024Google ↗
OBSERVED
2023 2024 review circadian rhythm shift workers light exposure dark glasses sleep hygiene naps exercise meal timingGoogle ↗
OBSERVED
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
Classifying 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
2024 2025 systematic review shift work circadian rhythm nonpharmacological interventions light therapy sleep timing naps caffeine meal timing Google ↗
AASM shift work disorder practice parameters light exposure fixed sleep schedule circadian adaptation review 2024 Google ↗
2023 2024 review circadian rhythm shift workers light exposure dark glasses sleep hygiene naps exercise meal timing Google ↗
- Which individually-directed non‐pharmacological interventions are effective at improving sleep outcomes in shift workers? A systematic review of systematic reviews · doi.org
- Management of shift work disorder: an American Academy of Sleep Medicine clinical practice guideline · pmc.ncbi.nlm.nih.gov
- Management of shift work disorder: an American Academy of Sleep Medicine systematic review, meta-analysis, and GRADE assessment · pmc.ncbi.nlm.nih.gov
- Management of Shift Work Disorder · aasm.org
- Which individually-directed non-pharmacological interventions are effective at improving sleep outcomes in shift workers? A systematic review of systematic reviews. · pubmed.ncbi.nlm.nih.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2024 2025 systematic review shift work circadian rhythm nonpharmacological interventions light therapy sleep timing naps caffeine meal timing OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
AASM shift work disorder practice parameters light exposure fixed sleep schedule circadian adaptation review 2024 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
2023 2024 review circadian rhythm shift workers light exposure dark glasses sleep hygiene naps exercise meal timing OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |