Remote monitoring of marginalised populations affected by COVID-19: a retrospective review

BMJ Open. 2020 Dec 31;10(12):e042647. doi: 10.1136/bmjopen-2020-042647.

Abstract

Objectives: The COVID-19 outbreak in Singapore has largely centred around migrant worker dormitories, comprising over 90% of all cases in the country. Dormitories are home to a culturally and linguistically distinct, low-income population, without on-site healthcare after-hours. The primary objective of this study was to assess the engagement and utilisation of a simple, low-cost, accessible, mobile health solution for remote self-reporting of vital parameters in dormitory residents with COVID-19.

Design: Retrospective review of medical care.

Setting: Two large migrant worker dormitories with a combined population of 31 546.

Participants: All COVID-19-affected residents housed in dormitories during the study period.

Intervention: All residents were taught to use a chat assistant to self-report their temperature, heart rate and oxygen saturations. Results flowed into a dashboard, which alerted clinicians of abnormal results.

Outcomes: The primary outcome measure was engagement rate. This was derived from the total number of residents who registered on the platform over the total number of COVID-19-affected residents in the dormitories during the study period. Secondary outcome measures included outcomes of the alerts and subsequent escalations of care.

Results: 800 of the 931 COVID-19-affected residents (85.9%) engaged with the platform to log a total of 12 511 discrete episodes of vital signs. Among 372 abnormal readings, 96 teleconsultations were initiated, of which 7 (1.8%) were escalated to emergency services and 18 (4.9%) were triaged to earlier physical medical review on-site.

Conclusions: A chat-assistant-based self-reporting platform is an effective and safe community-based intervention to monitor marginalised populations with distinct cultural and linguistic backgrounds, living communally and affected by COVID-19. Lessons learnt from this approach may be applied to develop safe and cost-effective telemedicine solutions across similar settings.

Keywords: health informatics; public health; telemedicine; world wide web technology.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adult
  • COVID-19* / diagnosis
  • COVID-19* / epidemiology
  • COVID-19* / prevention & control
  • Communicable Disease Control / methods*
  • Cost-Benefit Analysis
  • Diagnostic Self Evaluation
  • Health Services Accessibility
  • Housing / organization & administration
  • Humans
  • Internet-Based Intervention
  • Male
  • Remote Consultation* / economics
  • Remote Consultation* / methods
  • Retrospective Studies
  • SARS-CoV-2
  • Singapore / epidemiology
  • Social Marginalization
  • Telemedicine* / methods
  • Telemedicine* / organization & administration
  • Transients and Migrants / statistics & numerical data*