South West Anaesthesia Research Matrix

  SWARM

AFAR- Accelerometers for Assessing Recovery.

Can an accelerometer be used as an objective, patient-centred, endpoint tool for measuring recovery from anaesthesia in the natural environment; a pilot study for SWARM.

Following her winning pitch at the Hive of Ideas at the 2017 SWARM AGM, Dr Anna Ratcliffe is leading this project.

Wearable accelerometers are novel technology to measure activity, including mobilisation, and sleep. AFAR is a pilot study which aims to assess the feasibility of accelerometer methodology to measure the success of perioperative care from the patient perspective, objectively and in the natural environment.  We aim to gain experience with this technology, and test a methodology that could be deployed at scale across our SWARM research network.  

We will be using an open-source wrist-worn triaxial accelerometer (activity AX3), developed by the Open Lab a computer research group at Newcastle University, with whom we will also collaborate for data analysis.  

We hope that this collaboration will not only work towards the development of a novel tool to measure quality of recovery, but also be an introduction to the application of artificial intelligence and machine learning in medical research for SWARM..

This pilot project will be NIAA funded and is CRN portfolio adopted.  Research approvals are underway, we hope to start recruiting at two sites; Plymouth and Truro later this year.

For more info contact Anna Ratcliffe (anna.ratcliffe@nhs.net)

Presentations
  • ​Research MOT session at NRCM Meeting, Birmingham, 2018 (Anna Ratcliffe)
  • ​SWARM RTS 2018 (Anna Ratcliffe)