Which myofascial release techniques using a high-density foam roller are most effective for mitigating chronic thoracic stiffness in desk-bound software engineers?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which myofascial release techniques using a high-density foam roller are most effective for mitigating chronic thoracic stiffness in desk-bound software engineers?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
systematic review foam rolling range of motion pain effects thoracic spine mobility exercise 2024 Google ↗
thoracic spine mobility foam roller extension exercise physical therapy safety evidence desk workers Google ↗
- Foam rolling and stretching do not provide superior acute flexibility and stiffness improvements compared to any other warm-up intervention: A systematic review with meta-analysis · pmc.ncbi.nlm.nih.gov
- Foam rolling and stretching do not provide superior acute flexibility and stiffness improvements compared to any other warm-up intervention: A systematic review with meta-analysis. · pubmed.ncbi.nlm.nih.gov
- Static Stretch Training versus Foam Rolling Training Effects on Range of Motion: A Systematic Review and Meta-Analysis · pubmed.ncbi.nlm.nih.gov
- Static Stretch Training versus Foam Rolling Training Effects on Range of Motion: A Systematic Review and Meta-Analysis · pmc.ncbi.nlm.nih.gov
- Effects of a combination of scapular stabilization and thoracic extension exercises for office workers with forward head posture on the craniovertebral angle, respiration, pain, and disability: A randomized-controlled trial · pmc.ncbi.nlm.nih.gov
- A Single-Center Study Comparing the Effects of Thoracic Spine Manipulation vs Mobility Exercises in 26 Office Workers with Chronic Neck Pain: A Randomized Controlled Clinical Study · pmc.ncbi.nlm.nih.gov
- SURGICAL ERGONOMICS RECOMMENDATIONS / American College of Surgeons · facs.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
systematic review foam rolling range of motion pain effects thoracic spine mobility exercise 2024 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
thoracic spine mobility foam roller extension exercise physical therapy safety evidence desk workers OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |