Can I touch you? A pilot study comparing consensual and non-consensual human-dog touch interactions
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Choice and consent are critical welfare elements, especially in interactions between humans and animals. Dogs incorporated in therapeutic settings (therapy dogs) may encounter human touch interactions where they have limited control over their circumstances. The present study examined how forced and free-choice touch treatments during interaction with humans influenced the behaviour of therapy dogs and hypothesized that therapy dogs would display a higher frequency of stress-related behaviours during forced in comparison to free-choice touch treatment. The study involved 18 certified therapy dogs with 44 human participants. Each human interacted individually with up to four therapy dogs in forced and free-choice touch treatments for 3 min. During forced touch treatments, dogs were held on a leash by their owners while participants continuously touched the dog, but during free-choice touch treatments dogs roamed freely in a pen and participants were directed to touch them only if they approached within arm’s reach. Treatments were videoed for retrospective behavioural coding. A GLIMMIX for repeated measures tested the effect of treatment on dog behaviours. During forced touch there was a higher frequency of ear back behaviour (p = .0115) compared to free-choice touch treatment. Sniffing behaviour (p < .0001) and avoidance of the participants (p < .0001) occurred more frequently during free-choice touch compared to forced touch treatments. Dogs spent 77.9 % of their time within reach of the participants during free-choice touch treatments. Male dogs demonstrated a higher frequency of avoidance of participants (p = .0031) and interaction with owners (p = .0352) than female dogs, regardless of treatment. The findings revealed subtle behavioural differences in therapy dogs between forced and free-choice touch treatments with humans, highlighting the importance of incorporating choice and agency in human-dog interactions within therapy programs to enhance dog welfare. • Therapy dogs showed more frequent ear back behaviour during forced touch treatments. • Therapy dogs remained mostly within human reach when given the option to avoid interactions voluntarily. • Choice and agency are important factors in improving therapy dogs' welfare during human-dog interactions.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it