Adaptive Therapy Setup Guidance Using Patient Stress Feedback
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Solution Overview
Problem
Patients often experience anxiety and technical challenges when setting up therapies at home, leading to unsuccessful initiation due to insufficient guidance and lack of personalized support in remote setups.
Innovation Solution
A system and method that uses biosensors to monitor patient metrics such as stress and success rates during therapy setup, adjusting the difficulty and complexity of steps based on individual performance to build confidence and ensure successful completion.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Device complexity
If patients perform remote setup independently, then device complexity is reduced, but patient anxiety and setup difficulty increase
Solution Approach 1:
The setup procedure is divided into multiple discrete steps, each with specific guidance. The system breaks down the complex setup into manageable segments (e.g., device unboxing, sensor placement, calibration, therapy initiation) and provides targeted instructions for each segment, reducing overall complexity while maintaining patient independence.
Solution Approach 2:
The system continuously monitors patient performance metrics (time to completion, error rates, stress levels) and provides real-time feedback. Based on this feedback, the system dynamically adjusts the guidance provided - offering additional support when stress is detected or confirming successful completion when metrics indicate readiness, thereby maintaining ease of operation throughout the setup process.
2Device complexity
If simple procedural guides are used, then device complexity is reduced, but patient anxiety and comprehension difficulty increase
Solution Approach 1:
The guidance system transitions from static, fixed procedures to dynamic, adaptive guidance. The system adjusts the level of detail, tone, and type of instructions based on real-time patient stress levels and performance metrics. When stress is high, the system provides more simplified, reassuring guidance; when confidence is detected, it provides more detailed information, thereby maintaining comprehension ease throughout.
Solution Approach 2:
The system changes key parameters of the guidance delivery based on patient state - including the rate of information delivery, the level of technical detail provided, and the type of instructions given. These parameter adjustments ensure that the guidance remains appropriately complex for each patient's current comprehension level and anxiety state.
3Ease of operation
If clinicians provide hands-on guidance, then patient setup ease is improved, but device complexity and resource requirements increase
Solution Approach 1:
The system enables patients to perform setup independently through automated guidance. The digital platform provides self-contained instructions, real-time monitoring, and adaptive support, eliminating the need for continuous clinician presence while maintaining ease of operation. Patients receive all necessary guidance and monitoring through the self-service system.
Solution Approach 2:
The system replaces the mechanical presence of clinician hands-on guidance with an automated digital system. Biosensors, processors, and software algorithms substitute for physical clinician intervention, providing monitoring and guidance through electronic channels while reducing the complexity burden on clinical resources.
4Ease of operation
If therapy setup is made simpler, then patient anxiety is reduced, but therapy initiation success rate decreases
Solution Approach 1:
The system uses feedback from patient performance metrics and stress levels to dynamically adjust guidance complexity. This ensures that simplified guidance is provided only when appropriate, while additional support is activated when needed, maintaining high therapy initiation success rates while preserving setup simplicity for most patients.
Solution Approach 2:
The system performs preliminary assessments of patient readiness, stress levels, and comprehension ability before initiating setup guidance. This preliminary action allows the system to pre-adjust the complexity and type of guidance provided, ensuring that the simplicity level is appropriate for each patient's current state, thereby maintaining high success rates.
Data Source
AI summary
A method of acclimating a patient to a therapy and a system for carrying out such method. The method includes providing the patient with an initial step of a therapy set up program for the patient to perform and determining at least one step metric. The at least one step metric determined is: a stress level of the patient while performing the initial step, successful completion of the initial step, the time needed to complete the initial step, and/or the quantity of errors made while carrying out the initial step. The method further includes determining a subsequent step for the patient to perform immediately after the initial step based on the at least one step metric and providing the patient with the subsequent step.