This paper is in the following e-collection/theme issue:

Tools, Programs and Algorithms (366) Nursing (125) Design of Processes and Workflows (174) Advanced Data Analytics in eHealth (199) Secondary Use of Clinical Data for Research and Surveillance (459) Novel and Innovative Approaches to Care Involving Nurses (61) Nursing in a Hospital Setting (125) Clinical Informatics (1271)

Published on in Vol 13 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/71666, first published .
Estimating Nurse Workload Using a Predictive Model From Routine Hospital Data: Algorithm Development and Validation

Estimating Nurse Workload Using a Predictive Model From Routine Hospital Data: Algorithm Development and Validation

Estimating Nurse Workload Using a Predictive Model From Routine Hospital Data: Algorithm Development and Validation

Authors of this article:

Paul Meredith1, 2 Author Orcid Image ;   Christina Saville1, 2 Author Orcid Image ;   Chiara Dall’Ora1, 2 Author Orcid Image ;   Tom Weeks3, 4 Author Orcid Image ;   Sue Wierzbicki3, 4 Author Orcid Image ;   Peter Griffiths1, 2, 3 Author Orcid Image
Article Authors Cited by Tweetations (7) Metrics

Paul Meredith   1, 2 , PhD ;   Christina Saville   1, 2 , PhD ;   Chiara Dall’Ora   1, 2 , RN, PhD ;   Tom Weeks   3, 4 ;   Sue Wierzbicki   3, 4 , MSc, RN ;   Peter Griffiths   1, 2, 3 , RN, PhD

1 School of Health Sciences, Faculty of Environmental and Life Sciences, University of Southampton, Southampton, United Kingdom

2 Workforce & Health Systems, National Institute for Health Research Applied Research Collaboration (Wessex), Southampton, United Kingdom

3 Portsmouth Hospitals NHS Trust, Portsmouth, United Kingdom

4 Isle of Wight NHS Trust, Newport, United Kingdom

Corresponding Author:

  • Paul Meredith, PhD
  • School of Health Sciences, Faculty of Environmental and Life Sciences
  • University of Southampton
  • Building 67, University Road
  • Southampton S017 1BJ
  • United Kingdom
  • Phone: 44 23 8059 5903
  • Fax: 44 23 8059 8909
  • Email: p.f.meredith@soton.ac.uk