MEERS, Jed orcid.org/0000-0001-7993-3062, LEISHMAN, Eppie orcid.org/0000-0002-1100-1784, Salter, Izzie et al. (2 more authors) (Accepted: 2025) What do the public think about AI note-taking tools in social care? European Social Work Research. ISSN: 2755-1768 (In Press)
Abstract
Dozens of Local Authorities across England are piloting automated note-taking tools – often called ‘digital scribes’ – in social care assessments and other interactions. These AI-enabled technologies automatically record, transcribe, and summarise assessment meetings into standardised templates, promising a reduction in administrative burden and more time to focus on interpersonal interactions. While research has begun to explore staff attitudes toward these tools, public perspectives remain heavily underexplored. This paper details findings from a survey experiment with 1,127 carers in England, examining attitudes toward these automated note-taking technologies. The study compares perceptions between: automated versus manual note-taking; fully automated systems versus those with human review (‘human in the loop’); and investigates demographic differences in attitudes. We draw on this data to set out a four-fold typology of attitudes: ‘enthusiasts’, ‘cautious adopters’, ‘pragmatists’ and the ‘resistant’.
Metadata
| Item Type: | Article | 
|---|---|
| Authors/Creators: | 
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| Copyright, Publisher and Additional Information: | This is an author-produced version of the published paper. Uploaded in accordance with the University’s Research Publications and Open Access policy. | 
| Dates: | 
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| Institution: | The University of York | 
| Academic Units: | The University of York > Faculty of Social Sciences (York) > The York Law School | 
| Date Deposited: | 22 Oct 2025 09:30 | 
| Last Modified: | 22 Oct 2025 09:30 | 
| Status: | In Press | 
| Refereed: | Yes | 
| Open Archives Initiative ID (OAI ID): | oai:eprints.whiterose.ac.uk:233277 | 
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