Are there any new studies on e collar training safety that contradict what traditional gundog trainers recommend for recall?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any new studies on e collar training safety that contradict what traditional gundog trainers recommend for recall?
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
2020 2026 scientific studies electronic shock collar dog training safety welfare recall comparison reward based training controlled study Google ↗
2024 2025 2026 systematic review electronic collars dog training welfare efficacy recall study Google ↗
- Efficacy of Dog Training With and Without Remote Electronic Collars vs. a Focus on Positive Reinforcement · pmc.ncbi.nlm.nih.gov
- Efficacy of Dog Training With and Without Remote Electronic Collars vs. a Focus on Positive Reinforcement · pubmed.ncbi.nlm.nih.gov
- Comparison of the Efficacy and Welfare of Different Training Methods in Stopping Chasing Behavior in Dogs · pubmed.ncbi.nlm.nih.gov
- Comparison of the Efficacy and Welfare of Different Training Methods in Stopping Chasing Behavior in Dogs · pmc.ncbi.nlm.nih.gov
- What evidence can validate a dog training method? · pubmed.ncbi.nlm.nih.gov
- 4. Background - Dog training - use of devices: report · gov.scot
- Report on the use of devices other than handheld remotecontrolled electronic devices (e-collars/shock collars) in the training of dogs · gov.scot
- The Welfare Consequences and Efficacy of Training Pet Dogs with Remote Electronic Training Collars in Comparison to Reward Based Training · journals.plos.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2020 2026 scientific studies electronic shock collar dog training safety welfare recall comparison reward based training controlled study OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2024 2025 2026 systematic review electronic collars dog training welfare efficacy recall study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |