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Table 1 Table of study characteristics

From: The use and impact of surveillance-based technology initiatives in inpatient and acute mental health settings: a systematic review

Author, year and country

Study aims

Surveillance description

Study design

Inpatient setting

Sample (including control group)

Lived experience involvement

MMAT quality rating

Conflicts of interest

Barrera et al. 2020

[47]

Country: England

Establish whether it is safe to conduct nursing observations remotely from the nursing office using VBPMM.

VBPMM; Oxevision by Oxehealth

Service improvement project/feasibility study

Pre-post design with a concurrent control period in the initial implementation phase, where VBPMM-assisted observations were compared to treatment as usual.

An adult acute male inpatient mental health ward.

Patients, staff and relatives

Patients n = not reported

Staff n = 18

Relatives n = 10

Total n = unknown

Yes

Low

Yes

Bowers et al. 2002 [48]

Country: England

Describe current safety and security measures used on acute psychiatric wards in London, and to explore the relationships between them.

CCTV/video surveillance; CCTV for security (location on ward not specified); brand(s) not specified

Quantitative survey

Acute psychiatric wards in London. Age of the inpatient population not specified.

N = 87 hospital wards

No

Low

No

Buckley et al. (2024) [41]

Country:

England

Adapt a previous health economic model with clinical data collected from additional NHS mental health trusts, and to present the results in an accessible format to inform healthcare decision makers.

VBPMM; Oxevision by Oxehealth

Economic analysis study utilising a cost calculator approach (using observational data collected across five English NHS mental health trusts)

Acute adult inpatient mental health and older adult inpatient mental health services across five mental health NHS trusts which wished to remain anonymous.

Patients and staff n = not reported

No

Low

Yes

Clark et al. (2021)

[40]

Country: England

Primary aim: Improve the quality of physical health monitoring by making accurate vital sign measurements more frequently available.

Secondary aim: Explore the clinical experience of integrating a technological innovation with routine clinical care.

VBPMM; Oxevision by Oxehealth

Proof of concept quality improvement project

A women’s PICU in a hospital in South London. Age of the inpatient population not specified.

Staff, patients and carers

Patients in pre-implementation focus group n = 12

Patients surveyed post-surveillance in seclusion n = 12

Carers surveyed post surveillance in seclusion n = 6

Staff n = not reported;

Total n = unknown

Yes

Low

Yes

Curtis et al. (2013)

[49]

Country: England

Evaluate a purpose built inpatient mental health care facility, the “New Hospital”.

CCTV/video surveillance; CCTV cameras in common areas; brand(s) not specified

Qualitative evaluation

The “New Hospital” had 318 inpatient beds to care for patients with acute psychiatric illnesses, geriatric conditions, learning difficulties, and a significant number of forensic cases. Age of the inpatient population not specified.

Staff, patients, family and carers

Results are reported from 19 group or individual meetings, representing a subset from a total of 40 conversations in the wider study. It is unclear why this subset was selected

Number of participants = not reported

No

High

No

Dewa et al. 2023

[32]

Country: England

Conduct a qualitative service evaluation to explore both staff and patient perspectives on the use of Oxehealth technology in a high-secure forensic psychiatric hospital.

VBPMM; Oxevision by Oxehealth

Qualitative study

Broadmoor Hospital in South England within West London NHS Trust—an adult high-secure forensic inpatient service.

Staff and patients

Patients n = 12

Staff n = 12

Total n = 24

Yes

High

No

Due et al. 2012

[50]

Country: Australia

Explore the potential relationship between surveillance techniques, the enactment of security measures, and patient violence in mental health wards.

CCTV/video surveillance; CCTV or surveillance cameras in all areas on each ward except bedrooms and bathrooms; brand(s) not specified

Ethnographic case study

The mental health unit of a large public hospital in South Australia. The buildings comprised both a secure or “locked” ward, and an open ward. Age of the inpatient population not specified.

Patients, staff, visitors

No

High

No

Ellis et al. 2019

[44]

Country: England

Conduct a pilot project to evaluate whether issuing BWCs to mental health ward nurses was associated with a reduction in violence and aggression in recorded incident interventions.

BWCs; brand was Reveal trading as Calla

A quasi-experimental repeated measures design

Seven West London Trust mental health adult wards, including: two wards for local services admissions (male and female), a PICU (male), a low secure forensic ward (male), medium secure ward (female) and two enhanced medium secure wards (both female).

Staff and patients

Staff who completed the pre-pilot questionnaire n = 63

Patient n = not reported

Total n = unknown

No

Low

Yes

Foye et al. (2024a) [51]

Country: England

Explore the perspectives of patients, mental health staff, and senior management to understand the practical and ethical issues related to the implementation of BWCs.

BWCs; brand was Reveal trading as Calla

Qualitative study

Five NHS acute adult inpatient wards across England.

Staff and patients

Total n = 64

Patients via NHS services n = 24

Staff via NHS services n = 25

Service users via social media n = 9

Mental health nursing directors n = 6

Yes

High

No

Foye et al. (2024b) [52]

Country: England

Evaluate the implementation of BWCs on two inpatient mental health wards, including the impact on incidents, the acceptability to staff and patients, the sustainability of the resource use and ability to manage the use of BWCs on these wards.

BWCs; brand was Reveal trading as Calla

Mixed methods study with a repeated measures design

One adult acute ward and one adult psychiatric intensive care unit in a London mental health trust.

Staff and patients

Total n = 22

Interviewed patients n = 5

Interviewed staff members n = 17

Yes

Low

No

Greer et al. 2019

[53]

Country: England

Explore the attitudes of staff towards passive remote monitoring technology for risk of aggression in inpatient forensic mental health services, with a focus on the potential benefits that this technology could provide and barriers to implementation.

Wearable sensors; brands were E4 (Empatica Srl) and Everion (Biovotion Ltd)

Qualitative study using focus groups

Medium-secure forensic mental health service in South London, UK. Age of the inpatient population not specified.

Staff (n = 25)

Yes

High

No

Hakimzada et al. 2020

[54]

Country:

England

Explore the attitudes of psychiatric nursing staff towards the use of BWCs on psychiatric inpatient wards.

BWCs; brand(s) not specified

Quantitative and qualitative survey questionnaire

Seven inpatient wards in one Mental Health Trust in South West London, including a PICU, two acute wards and four secure wards. Age of the inpatient population not specified.

Staff (n = 60)

No

Medium

No

Hardy et al. 2017

[55]

Country: England

Examine the feasibility of using BWCs in an inpatient mental health setting.

BWCs; brand was Reveal trading as Calla

Mixed methods pre-post pilot study

Berrywood Hospital, an adult psychiatric facility in Northampton, England, run by Northamptonshire Healthcare NHS Foundation Trust. The five wards in the pilot included one male and one female recovery, one low secure unit, one acute.

Patients and staff

Number of participants = not reported

No

Low

No

Krieger et al. 2018

[38]

Country: Germany

Assess patients’ preferences regarding prevalent specific forms of coercive interventions, their accompanying emotions, and their understanding of the experience as measured at different sites and different points in time using both interviews and self-assessments.

CCTV/video surveillance; part of the questionnaire specifically asks about patients’ preferences for video surveillance in seclusion; brand(s) not specified

Naturalistic trial

Three PICUs at the Asklepios Clinic North in Hamburg, Germany. Age of the inpatient population not specified. However, it can be inferred that patient participants included adults and children.

Patients

Patients in coercive intervention group n = 213

Patients in comparison group (voluntary admission with no coercive treatment) n = 51

No

Medium

No

Malcolm et al. 2022

[42]

Country:

England

To explore the impact of introducing VBPMM with standard care, versus standard care alone on health and economic outcomes in PICUs across England.

VBPMM; Oxevision by Oxehealth

Economic analysis study utilising a cost-calculator approach (using data from a single centre observational before and after study)

An adult PICU

Patients (n = not reported)

No

Low

Yes

Malcolm et al. 2022

[43]

Country:

England

To assess the costs and outcomes associated with introducing VBPMM in an acute adult mental health inpatient hospital and an older adult mental health inpatient hospital for dementia.

VBPMM; Oxevision by Oxehealth

Economic analysis study utilising a cost calculator approach (using observational data collected at two English NHS mental health trusts)

An acute adult mental health inpatient hospital and an older adult mental health inpatient hospital for dementia at Coventry and Warwickshire Partnership NHS Trust in England

Patients (n = not measured)

Interviews conducted with four staff (a ward manager, ward matron, a nurse, and a consultant psychiatrist) to inform figures for staff time needed to manage self-harm events on acute adult wards, and nighttime bedroom falls in older adult wards.

No

Low

Yes

Murphy et al. 2017

[56]

Country: England

To compare the costs of using GPS electronic monitoring (EM) in forensic psychiatric patients on leave from a medium-secure service by comparing the average total cost per patient with electronic monitoring against the average total cost per patient without EM.

GPS electronic monitoring; brand(s) unspecified

Retrospective observational study

River House, an adult medium-secure unit in South London and Maudsley NHS Foundation Trust (107 male beds and 15 female beds)

Patients

Intervention group n = 121

Control group n = 96

Total patients n = 175

Comparison group was patients who had used leave during a 3-month period in 2010 (no electronic monitoring).

Intervention group was patients who had used leave in the corresponding period in 2011 (during which electronic monitoring had been implemented).

No

Medium

No

Ndebele et al. 2022 [46]

Country: England

To assess the effect of clinical teams augmenting their existing clinical practices with a VBPMM system on the number of assaults and rapid tranquillisation events.

VBPMM; Oxevision by Oxehealth

Single-centre pragmatic study

A male PICU ward at Coventry and Warwickshire NHS Partnership Trust. Age of patient population not stated.

Staff interviews: n = 4

Staff surveys: n = 8

No

Low

Yes

Ndebele et al. 2023

[45]

Country: England

To examine the effect of adopting the contact-free VBPMM system into existing clinical practice on the number of incidents of self-harm in bedrooms (all types and ligatures specifically) on acute mental health inpatient wards. A minor aspect of the study was to include patient and staff feedback.

VBPMM; Oxevision by Oxehealth

Mixed methods non-randomised controlled before-and-after evaluation within a pilot study

At Caludon Centre, Coventry & Warwickshire Partnership NHS Trust (CWPT), a purpose-built facility, based on the University Hospital Coventry and Warwickshire (UHCW) site, providing inpatient and outpatient adult mental health care.

Staff and patients

Number of patients in total = not reported

Intervention group: two acute wards fitted with VBPMM (22-bed female and 20-bed male)

Control wards: two acute wards without VBPMM selected based on the similarity of the patient cohort, ward size and clinical ways of working

No

Low

Yes

Nijman et al. 2011

[57]

Country: England

To investigate the prevalence of door locking and the use of other exit security measures on psychiatric admission wards in the UK, and to empirically study the associations between locking ward exit doors and absconding rates.

CCTV/video surveillance; CCTV; brand(s) not specified

Cross sectional study

133 adult acute psychiatric wards in London, Central England and Northern England which participated in the City-128 study [58].

Staff responded to the survey. Individual wards were the unit of measurement

No

High

No

Oxehealth, 2022

[39]

Country: England

Not clearly stated

VBPMM; Oxevision by Oxehealth

Mixed methods study

13 wards, including the following services: female working age acute, male working age acute, mixed working age acute and psychiatric intensive care units (age not specified).

Patients (n = “over 75”)

Number of patients rating each statement ranged from 60 to 78. “No opinion” responses were not included in these counts. Specific overall number of participants not stated

No

However, in this report there is a description of the wider PPI work undertaken by Oxevision

Low

Yes

Peek-Asa et al. 2009

[59]

Country: USA

Compare the workplace violence prevention programmes in a sample of psychiatric units and facilities in New Jersey and California. The units and facilities were compared on four components: training, policies and procedures, environmental safeguards, and security.

CCTV/video surveillance; CCTV brand(s) not specified

Cross sectional survey

83 psychiatric units within acute care hospitals and psychiatric facilities in New Jersey and California. Age of the inpatient populations not specified.

Psychiatric units were the individual unit of analysis.

53 in California

30 in New Jersey

No

Low

No

Shetty et al. 2023

[60]

Country: Ireland

Explore the patients’ experiences of different observation methods in seclusion and their influence on their connection and relations to staff, by patients in an Irish forensic mental health hospital, in order to inform future seclusion practices.

CCTV/video surveillance; video camera in seclusion room; brand(s) not specified

Retrospective phenomenological qualitative study

Medium secure wards (three male, one female) at an adult forensic mental health hospital in Ireland.

Patients (n = 10)

No

High

No

Simpson et al. 2011 [61]

Country:

England

Discover whether rates of drug/alcohol use on acute psychiatric wards were related to levels and intensity of exit security measures.

CCTV/video surveillance; CCTV brand(s) not specified

Cross-sectional study

136 acute adult psychiatric wards across London, Central England and North England.

Same as Nijman et al. [57]

No

High

No

Steinert et al. 2014

[62]

Country:

Germany

Conduct an online survey on the current practice of coercive measures in German psychiatric hospitals, in light of regional legal prohibition of video surveillance (Nordrhein-Westfalia) in 2011.

CCTV/video surveillance; video monitoring during physical restraint; brand(s) not specified

Cross-sectional survey (online questionnaire)

88 psychiatric hospitals in Germany

This includes 36 specialist hospitals, 41 departments within general hospitals and 13 university hospitals.

These included general psychiatry hospitals, as well as those for addictions, forensic psychiatry and old-age psychiatry.

Age of the inpatient populations not specified.

Staff (n = 88)

Yes

High

No

Tapp et al. 2016

[63]

Country: Multi-country

Establish whether experts with clinical and/or research experience in this setting could reach consensus on elements of high-security hospital services that would be essential to the rehabilitation of forensic patients.

CCTV/video surveillance; CCTV brand(s) not specified

Three-round Delphi study

Forensic high security inpatient mental health services. Age of the inpatient population not specified.

Staff (n = 54)

No

Medium

No

Tron et al. 2018

[64]

Country: Israel

i) Develop and evaluate a framework for using wearable devices to facilitate continuous motor deficits monitoring in schizophrenia patients in a natural setting.

ii) Help characterise subtypes of schizophrenia to better understand its causes and develop more personalised treatments.

Wearable sensor; smartwatch (GeneActiv) worn by patients with psychosis

Quantitative evaluation

Closed adult inpatient wards at Shaar-Meashe mental health centre.

Patients (n = 25)

No

Low

No

Tully et al. 2016

[65]

Country: England

Determine whether the introduction of Electronic Monitoring (EM) using GPS “tracking” led to a reduction in episodes of leave violation. They also aimed to assess the extent to which electronic monitoring affected the amount of overall leave and the proportion of leave that was unescorted.

GPS electronic monitoring; brand was “Buddi Tracker”

Observational pre-post study

The South London and Maudsley medium secure service in England (comprising two medium secure units in South London at the time of the study). Age of the inpatient population not specified.

N/A

No

Low

No

Vartianinen & Hakola, 1994

[66]

Country: Finland

To study, with a questionnaire, the effects of TV monitoring on patients and personnel.

CCTV/video surveillance; brand(s) not specified

Pre-post study using a survey

Four closed adult male wards in the Niuvanniemi hospital in Finland.

Staff and patients

Staff n = 97

Patients n = 77

No

Low

No

Warr et al. 2005

[67]

Country: England

Determine the acceptable use of CCTV surveillance in a mental health inpatient unit and whether it benefits patient care.

CCTV/video surveillance in bedrooms; brand(s) not specified

Qualitative interview study

Montpellier adult low-secure unit in England.

Staff and patients

Staff n = 10

Patients n = 6

No

Medium

No

Wilson et al. 2023

[68]

Country: England

Explore the perspectives of patients, mental health staff, and senior management to identify the possible impacts of BWCs in inpatient mental health settings.

BWCs; brand(s) not specified

Explorative qualitative study

Five NHS acute adult inpatient wards across England.

Staff and patients

Total n = 64

Staff n = 25

Patients n = 24

Service users from Twitter n = 9

Mental health nursing directors n = 6

Yes

High

No

Zakaria & Ramli, 2018

[69]

Country: Malaysia

Identify patients’ perceptions of physical privacy dimensions proposed by Carew and Stapleton.

CCTV/video surveillance; brand(s) not specified

Qualitative study

Psychiatric wards at a teaching hospital in Malaysia (included child and adult inpatients).

Patients (n = 25)

No

High

No

  1. Acronyms: BWCs body-worn cameras, CCTV closed circuit television, EM electronic monitoring, GPS Global Positioning System, MMAT Mixed Methods Appraisal Tool, NHS National Health Service, PICU psychiatric intensive care unit; UK United Kingdom, USA United States of America, VBPMM Vision-Based Patient Monitoring and Management