Quality in care homes: How wearable devices and social network analysis might help

PLoS One. 2024 May 15;19(5):e0302478. doi: 10.1371/journal.pone.0302478. eCollection 2024.

Abstract

Social network analysis can support quality improvement in care homes but traditional approaches to social network analysis are not always feasible in care homes. Recalling contacts and movements in a home is difficult for residents and staff and documentary and other sources of individual contacts can be unreliable. Bluetooth enabled wearable devices are a potential means of generating reliable, trustworthy, social network data in care home communities. In this paper, we explore the empirical, theoretical and real-world potential and difficulties in using Bluetooth enabled wearables with residents and staff in care homes for quality improvement. We demonstrate, for the first time, that a relatively simple system built around the Internet of Things, Bluetooth enabled wearables for residents and staff and passive location devices (the CONTACT intervention) can capture social networks and data in homes, enabling social network analysis, measures, statistics and visualisations. Unexpected variations in social network measures and patterns are surfaced, alongside "uncomfortable" information concerning staff time spent with residents. We show how technology might also help identify those most in need of social contact in a home. The possibilities of technology-enabled social network analysis must be balanced against the implementation-related challenges associated with introducing innovations in complex social systems such as care homes. Behavioural challenges notwithstanding, we argue that armed with social network information, care home staff could better tailor, plan and evaluate the effects of quality improvement with the sub-communities that make up a care home community.

MeSH terms

  • Humans
  • Nursing Homes*
  • Quality Improvement
  • Quality of Health Care
  • Social Network Analysis
  • Wearable Electronic Devices*

Grants and funding

Contact Tracing in Care Homes Using Digital Technology (CONTACT) study was commissioned as part of the UK National Institute for Health and Care Research's (NIHR) COVID-19 Recovery and Learning call in April 2020 It is funded by the NIHR [HTA programme (NIHR132197)]. https://fundingawards.nihr.ac.uk/award/NIHR132197. CT was the Principal Investigator and the award was for £1,711,019.62. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript. The views expressed are those of the authors and not necessarily those of the NIHR or the Department of Health and Social Care.