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Maintaining adherence to offloading devices remains a major challenge in the management of diabetic foot ulcers (DFUs), particularly during periods when devices are removed during rest or daily activities. A prospective feasibility case series published in Diabetology evaluated whether real-time, context-aware feedback delivered through a sensor-integrated offloading system was associated with improved short-term adherence.

The study included eight adults with active DFUs who used a sensor-integrated offloading device paired with a smartwatch and mobile application. Notifications were delivered either on a fixed schedule or in response to real-time adherence patterns detected through sensor data. The primary outcome was a sensor-confirmed transition from nonadherent to adherent offloading within 60 minutes of notification delivery.

A total of 130 notifications were delivered during the study period, with 125 included in the behavioral response analysis.

Findings

  • Context-aware notifications produced higher adherence transition rates than schedule-based reminders.
  • Adaptive Reinforcement alerts showed the highest behavioral response rate at 77.4% (24/31).
  • Clinical Course Correction alerts achieved a 71.4% response rate (20/28).
  • Safety and Technical Assurance alerts were associated with a 40.7% response rate (11/27).
  • Motivational Coaching alerts showed the lowest response rate at 30.8% (12/39).

The findings support further evaluation of context-aware feedback strategies for improving short-term offloading adherence in patients with DFUs. 

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Key highlights
  • Context-aware notifications were associated with higher short-term offloading adherence in adults with DFUs.
  • Adaptive Reinforcement and Clinical Course Correction alerts showed the highest adherence transition rates.
  • Sensor-based monitoring enabled real-time tracking of offloading behavior during device use.
     
Source

Rabet A, Khandan A, Rabet A, et al. Can a chatbot help heal a wound? Context-aware prompts for boosting adherence in diabetic foot ulcers. Diabetology. 2026;7(5):96. doi:10.3390/diabetology7050096 
 

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A feasibility case series in 8 adults with active DFUs found higher short-term adherence transition rates with context-aware notifications.

 

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