EXPLORING THE PERCEPTION OF PATIENTS WITH DEMENTIA ABOUT A SOCIAL ROBOT PARO IN A HOSPITAL SETTING
Bibliographic record
Abstract
Abstract PARO, a robotic pet, was designed to provide emotional and social support for older people with dementia. This project aims to explore the perception of persons with dementia about the role of PARO in a hospital setting. Video-ethnographic methods were applied. Patient and family partners were involved in the fieldwork of data collection and analysis. We conducted conversational interviews with ten patients with dementia staying in a geriatric unit and video observations. Thematic analysis yielded three substantive themes: (a) “it’s like a buddy”, the robot helps persons with dementia to uphold a sense of self in the world, (b) “it’s a conversation piece”, the baby seal facilitates social connection, and (c) “it’s all about love”, PARO transforms and humanizes the clinical setting. Our findings contribute to providing a better understanding of the direct perspectives of patients with dementia on the use of the social robot.
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How this classification was reachedexpand
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 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".