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Published on in Vol 15 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/98754, first published .
Nurse showing tablet to smiling senior woman in a cozy living room

Real-Time Monitoring and Predictive Analytics for Preventing and Reducing Restrictive Practices in Health and Social Care: Protocol for a Scoping Review

Real-Time Monitoring and Predictive Analytics for Preventing and Reducing Restrictive Practices in Health and Social Care: Protocol for a Scoping Review

Angela Rong Yang Zhang   1 , PhD ;   June Alexander   2 , PhD ;   Lijun Zhao   3 , PhD ;   Jennifer Tieman   4 , PhD ;   Priyanka Vandersman   1 , PhD ;   Donald Dong Zhang   5 , MSci ;   Russell S A Brinkworth   6 , PhD ;   Niranjan Bidargaddi   3 , PhD ;   Shengjian Jammy Chen   5 , PhD

1 Research Centre for Palliative Care, Death and Dying, College of Health and Enablement, Flinders University, Bedford Park, South Australia, Australia

2 Disability and Community Inclusion Unit, College of Health and Enablement, Flinders University, Bedford Park, SA, Australia

3 Digital Health, College of Medicine and Public Health, Flinders University, Bedford Park, SA, Australia

4 Research Centre for Palliative Care, Death and Dying, College of Health and Enablement, Flinders University, Adelaide, South Australia, Australia

5 Wireless Systems and Security, College of Science and Engineering, Flinders University, Tonsley, South Australia, Australia

6 Autonomous Systems, College of Science and Engineering, Flinders University, Tonsley, SA, Australia

Corresponding Author:

  • Jennifer Tieman, PhD
  • Research Centre for Palliative Care, Death and Dying
  • College of Health and Enablement, Flinders University
  • GPO Box 2100
  • Adelaide, South Australia SA 5001
  • Australia
  • Phone: 61 8 7221 8237
  • Email: jennifer.tieman@flinders.edu.au