Which low-cost employee wellness programs actually work for reducing stress levels among remote workers on a tight budget?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which low-cost employee wellness programs actually work for reducing stress levels among remote workers on a tight budget?
3 real searches · 1 real-search pass
low cost workplace stress interventions remote workers randomized trial mindfulness physical activity social support systematic review employee wellbeing teleworkGoogle ↗
OBSERVEDReason
remote workers stress reduction interventions randomized controlled trial digital mindfulness microbreaks manager support workplaceGoogle ↗
OBSERVEDReason
WHO guidelines mental health at work organizational interventions workload flexibility manager training evidence stressGoogle ↗
OBSERVEDReason
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.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
low cost workplace stress interventions remote workers randomized trial mindfulness physical activity social support systematic review employee wellbeing telework Google ↗
remote workers stress reduction interventions randomized controlled trial digital mindfulness microbreaks manager support workplace Google ↗
WHO guidelines mental health at work organizational interventions workload flexibility manager training evidence stress Google ↗
- Digital Meditation to Target Employee Stress: A Randomized Clinical Trial · pubmed.ncbi.nlm.nih.gov
- Digital Meditation to Target Employee Stress · pmc.ncbi.nlm.nih.gov
- Executive summary - WHO guidelines on mental health at work · ncbi.nlm.nih.gov
- Recommendations - WHO guidelines on mental health at work · ncbi.nlm.nih.gov
- Mental health at work · who.int
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
low cost workplace stress interventions remote workers randomized trial mindfulness physical activity social support systematic review employee wellbeing telework OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
remote workers stress reduction interventions randomized controlled trial digital mindfulness microbreaks manager support workplace OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
WHO guidelines mental health at work organizational interventions workload flexibility manager training evidence stress OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |