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What do the public think about artificial intelligence note-taking tools in social care?

Jed Meers*, Eppie Leishman, Izzie Salter, Simon Halliday, Joe Tomlinson

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

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 artificial-intelligence-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 towards these tools, public perspectives remain heavily underexplored. This article details findings from a survey experiment with 1,127 carers in England, examining attitudes towards these automated note-taking technologies. The article compares perceptions of automated versus manual note-taking and of fully automated systems versus those with human review (‘human in the loop’) and investigates demographic differences in attitudes. We draw on these data to set out a fourfold typology of attitudes: ‘enthusiasts’, ‘cautious adopters’, ‘pragmatists’ and the ‘resistant’.
Original languageEnglish
Number of pages16
JournalEuropean Social Work Research
Early online date2 Feb 2026
DOIs
Publication statusE-pub ahead of print - 2 Feb 2026

Funding

This project was funded by the National Institute for Health and Care Research (NIHR) under its Research for Patient Benefit (RfPB) Programme (Grant Reference Number NIHR205715).

Keywords

  • social care
  • needs assessments
  • automated note-taking
  • artificial intelligence
  • human-in-the-loop

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