What is the biomechanical cause of golf-related back pain during the transition phase, and which equipment adjustments can reduce torsional stress on the spine?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the biomechanical cause of golf-related back pain during the transition phase, and which equipment adjustments can reduce torsional stress on the spine?
2 real searches · 1 real-search pass
golf swing transition phase lumbar spine torsional stress biomechanics pelvis thorax separation study equipment footwear rotational traction golf back painGoogle ↗
OBSERVEDReason
golf equipment modifications reduce lower back pain spinal torque club fitting shaft length shoe traction biomechanicsGoogle ↗
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 (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
golf swing transition phase lumbar spine torsional stress biomechanics pelvis thorax separation study equipment footwear rotational traction golf back pain Google ↗
golf equipment modifications reduce lower back pain spinal torque club fitting shaft length shoe traction biomechanics Google ↗
- How to quantify the transition phase during golf swing performance: Torsional load affects low back complaints during the transition phase. · pubmed.ncbi.nlm.nih.gov
- Low back pain and golf: A review of biomechanical risk factors · pmc.ncbi.nlm.nih.gov
- Low handicap golfers generate more torque at the shoe-natural grass interface when using a driver · pubmed.ncbi.nlm.nih.gov
- Full article: Biomechanical parameters of the golf swing associated with lower back pain: A systematic review · tandfonline.com
- Spine biomechanics associated with the shortened, modern one-plane golf swing · pubmed.ncbi.nlm.nih.gov
- Rehabilitation of Low Back Pain in Golfers: From Diagnosis to Return to Sport · pmc.ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
golf swing transition phase lumbar spine torsional stress biomechanics pelvis thorax separation study equipment footwear rotational traction golf back pain OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
golf equipment modifications reduce lower back pain spinal torque club fitting shaft length shoe traction biomechanics OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |