Graham C Hufton’s research while affiliated with Toronto Rehabilitation Institute and other places

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Publications (4)


Fig. 1. Embedded system for hygiene compliance monitoring. In this distributed architecture, both zone controllers and personal wearable monitors work completely independently without any network or central coordinating unit. The system is easily scalable, its performance does not depend on the number of monitored zones or the number of wearable monitors. 
Fig. 2. Block diagram of the wearable dispenser operation in the distributed system. A number of software timers are used to adjust disinfection expiry intervals for different clinical environments. t-time elapsed since the previous detection of the zone; t-elapsed time since last hand hygiene action; t-estimated duration of protection provided by a single hand hygiene event when outside zones; t-time permitted outside a zone before returning without the need for hand hygiene.
Embedded System for Hygiene Compliance Monitoring
  • Article
  • Full-text available

August 2010

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1,015 Reads

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10 Citations

IEEE Transactions on Automation Science and Engineering

Alexander I Levchenko

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Graham C Hufton

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Different approaches to implementation of hygiene compliance monitoring are presented. The architecture and operation of an embedded distributed system for hygiene compliance monitoring are described. The performance of the system does not depend on the number of monitored areas, number of caregivers being monitored, and no network infrastructure is required. Note to Practitioners-The embedded system for hand hygiene monitoring system was designed to be used in healthcare institutions. The main function of the system is to monitor hand hygiene compliance according to the rules (based on the Ministry of Health and Long-Term Care guidelines) implemented as a part of the system software. The main components of the system are wearable electronic monitors, disinfectant dispensers, and monitored zones installed in the areas essential for hand hygiene compliance.

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Advanced technologies to curb healthcare-associated infections

February 2009

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441 Reads

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15 Citations

A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy

The commentary was prepared in response to the manuscript "Healthcare-Associated Infections as Patient Safety Indicators," by Gardam, Lemieux, Reason, van Dijk and Goel. Healthcare-associated infections are a severe patient safety hazard. Current patient safety initiatives targeting increased healthcare worker hand hygiene to prevent some of these infections have had limited effect. This commentary describes recent advances in electronic sensing and computational power that have provided new options to increase hand hygiene compliance as a step toward reducing healthcare-associated infections. Smart electronics can provide reasoning about a healthcare worker's circumstance and prompt the worker to perform hand hygiene when necessary. These novel approaches in technology development have tremendous potential to enhance the hand hygiene of healthcare workers and can support the prevention of this significant problem for patients in our hospitals.


Acceptability of a wearable hand wash device with monitoring capabilities

October 2008

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837 Reads

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67 Citations

Journal of Hospital Infection

Transmisssion of infection within healthcare institutions is a significant threat to patients and staff. One of the most effective means of prevention is good hand hygiene. A research team at Toronto Rehabilitation Institute, Ontario, Canada, developed a wearable hand disinfection system with monitoring capabilities to enhance hand wash frequency. We present the findingsof the first phase of a larger study addressing the hypothesis that an electronic hand hygiene system with monitoring and reminding propertieswill increase hand hygiene compliance. This first phase focused on the acceptability and usability of the wearable electronic hand wash device ina clinical environment. The feedback from healthcare staff to the first prototype has provided evidence for the research team to continue with the development of this technology.

Citations (3)


... 36 Efforts initiated by the unit were also found to be an innovative approach to increase adherence to hand hygiene among healthcare workers; the introduction of badges worn by individuals which prompted staff to wash their hands resulted in a marked increase in hand hygiene. [37][38] Interestingly, offering rewards to those who comply with hand hygiene has been found to work exceedingly well. Talbot et al. (2013) 39 enacted this approach using a financial incentive, and their assessment of healthcare workers' hand hygiene compliance improved to more than 95%. ...

Reference:

Educating parents on ‘Speaking up for hand hygiene’ in PICU: Perceptions and barriers
Embedded System for Hygiene Compliance Monitoring

IEEE Transactions on Automation Science and Engineering

... These include automated counting systems, such as dispenser counters; video surveillance systems; and fully automated monitoring systems (AMSs). AMSs typically rely on handheld or mobile devices, record HH opportunities, and provide feedback or reminders [13]. ...

Advanced technologies to curb healthcare-associated infections

A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy

... The acceptability of EHHMS is an ongoing topic of investigation. [7][8][9][10][11] The EHHMS was implemented across the institution in 2020. The institution operates 2 hospital campuses; campus A is a large academic teaching hospital and level 1 trauma center with 438 certified beds. ...

Acceptability of a wearable hand wash device with monitoring capabilities

Journal of Hospital Infection