What does current research say about coffee shop working productivity compared to working from a dedicated home office or a rented desk?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What does current research say about coffee shop working productivity compared to working from a dedicated home office or a rented desk?
3 real searches · 1 real-search pass
research studies coffee shop ambient noise productivity creativity concentration compared home office coworking space workplace productivityGoogle ↗
OBSERVEDReason
systematic review remote work productivity home office interruptions autonomy workplace environment coworking spaces researchGoogle ↗
OBSERVEDReason
coffee shop work productivity empirical study ambient noise moderate noise creativity 2012 Mehta Zhu CheemaGoogle ↗
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). 2 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
research studies coffee shop ambient noise productivity creativity concentration compared home office coworking space workplace productivity Google ↗
systematic review remote work productivity home office interruptions autonomy workplace environment coworking spaces research Google ↗
coffee shop work productivity empirical study ambient noise moderate noise creativity 2012 Mehta Zhu Cheema Google ↗
- Is Noise Always Bad? Exploring the Effects of Ambient Noise on Creative Cognition | Journal of Consumer Research · academic.oup.com
- Is Noise Always Bad? Exploring the Effects of Ambient Noise on Creative Cognition · jstor.org
- The relationship between homeworking during COVID-19 and both, mental health, and productivity: a systematic review · pubmed.ncbi.nlm.nih.gov
- Impact of workplace design on perceived work performance and well-being: Home versus office · sciencedirect.com
- Coworking Spaces: The Better Home Office? A Psychosocial and Health-Related Perspective on an Emerging Work Environment · pmc.ncbi.nlm.nih.gov
- Coworking Spaces: The Better Home Office? A Psychosocial and Health-Related Perspective on an Emerging Work Environment · mdpi.com
- The impact of coworking spaces on workers' performance, mental and physical health: A scoping review. · pubmed.ncbi.nlm.nih.gov
- The impact of coworking spaces on workers’ performance, mental and physical health: A scoping review - Natasha Kinsman, Nicole Marris, Jodi Oakman, 2024 · journals.sagepub.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
research studies coffee shop ambient noise productivity creativity concentration compared home office coworking space workplace productivity OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
systematic review remote work productivity home office interruptions autonomy workplace environment coworking spaces research OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
coffee shop work productivity empirical study ambient noise moderate noise creativity 2012 Mehta Zhu Cheema OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |