How do circadian lighting bulbs compare to standard smart bulbs with tunable white light for maintaining melatonin production during evening shift work?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do circadian lighting bulbs compare to standard smart bulbs with tunable white light for maintaining melatonin production during evening shift work?
3 real searches · 1 real-search pass
evening light melatonin suppression shift work spectral composition melanopic illuminance review circadian lighting tunable white bulbsGoogle ↗
OBSERVED
NIOSH shift work light exposure melatonin evening light recommendationsGoogle ↗
OBSERVED
CIE melanopic equivalent daylight illuminance circadian lighting evening light recommendationsGoogle ↗
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
evening light melatonin suppression shift work spectral composition melanopic illuminance review circadian lighting tunable white bulbs Google ↗
NIOSH shift work light exposure melatonin evening light recommendations Google ↗
CIE melanopic equivalent daylight illuminance circadian lighting evening light recommendations Google ↗
- Recommendations for daytime, evening, and nighttime indoor light exposure to best support physiology, sleep, and wakefulness in healthy adults · pmc.ncbi.nlm.nih.gov
- Predicting melatonin suppression by light in humans: Unifying photoreceptor-based equivalent daylight illuminances, spectral composition, timing and duration of light exposure · pubmed.ncbi.nlm.nih.gov
- Home lighting, blue-light filtering, and their effects on melatonin suppression · nature.com
- Module 9. Coping with the Night and Evening Shifts, Light | NIOSH · cdc.gov
- Lighting Interventions to Reduce Circadian Disruption in Rotating Shift Workers | NIOSH Science Bulletin · cdc.gov
- Management of shift work disorder: an American Academy of Sleep Medicine clinical practice guideline · pmc.ncbi.nlm.nih.gov
- Lighting Interventions to Reduce Circadian Disruption in Rotating Shift Workers | NIOSH Science Bulletin · cdc.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
evening light melatonin suppression shift work spectral composition melanopic illuminance review circadian lighting tunable white bulbs OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
NIOSH shift work light exposure melatonin evening light recommendations OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
CIE melanopic equivalent daylight illuminance circadian lighting evening light recommendations OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |