Are UV germicidal lights installed in HVAC ducts actually effective at reducing employee sick days or is it just an expensive marketing gimmick
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are UV germicidal lights installed in HVAC ducts actually effective at reducing employee sick days or is it just an expensive marketing gimmick
3 real searches · 1 real-search pass
in-duct UVGI HVAC employee absenteeism sick days evidence study workplaceGoogle ↗
OBSERVED
CDC UVGI HVAC upper room in-duct ventilation evidence effectiveness airborne infectionGoogle ↗
OBSERVED
ASHRAE position document airborne infectious aerosols ultraviolet germicidal irradiation in-duct UV-C 2024Google ↗
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
in-duct UVGI HVAC employee absenteeism sick days evidence study workplace Google ↗
CDC UVGI HVAC upper room in-duct ventilation evidence effectiveness airborne infection Google ↗
ASHRAE position document airborne infectious aerosols ultraviolet germicidal irradiation in-duct UV-C 2024 Google ↗
- Germicidal ultraviolet irradiation in air conditioning systems: effect on office worker health and wellbeing: a pilot study · pmc.ncbi.nlm.nih.gov
- Effect of ultraviolet germicidal lights installed in office ventilation systems on workers' health and wellbeing: double-blind multiple crossover trial · pubmed.ncbi.nlm.nih.gov
- Effect of Ultraviolet Germicidal Lights Installed in Office Ventilation Systems on Workers’ Health and Wellbeing: Double-Blind Multiple Crossover Trial · stacks.cdc.gov
- ASHRAE Position Document on · ashrae.org
- Ventilation FAQs Frequently Asked Questions | Ventilation · cdc.gov
- About Germicidal Ultraviolet (GUV) | Ventilation · cdc.gov
- Improving Air Cleanliness | Ventilation · cdc.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
in-duct UVGI HVAC employee absenteeism sick days evidence study workplace OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
CDC UVGI HVAC upper room in-duct ventilation evidence effectiveness airborne infection OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
ASHRAE position document airborne infectious aerosols ultraviolet germicidal irradiation in-duct UV-C 2024 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |