Vendor Communication Quality Evaluation via Sampling
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Solution Overview
Problem
Current patient care plans are not personalized to individual patients' unique lifestyles and medical conditions, leading to inadequate adherence and ineffective management of chronic illnesses.
Innovation Solution
A system that generates personalized patient care plans by integrating demographic, medical, and lifestyle data, including third-party information, to create tailored treatment and monitoring strategies, using a data processing system to analyze and adjust plans dynamically based on patient adherence and environmental factors.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If vendor communications are monitored and evaluated for accuracy and quality, then communication quality improves, but system complexity and processing time increase
Solution Approach 1:
The patent introduces an intermediary evaluation system that acts as a mediator between vendor communications and patients. This system includes sampling mechanisms, content extraction modules, and comparison engines that automatically evaluate communications without requiring direct human intervention in every case, thereby improving reliability while managing complexity through automation.
Solution Approach 2:
The patent implements feedback loops where communications are sampled, evaluated against expected content, and used to generate notifications for modification. This continuous feedback mechanism systematically improves communication quality over time while automating the evaluation process to manage system complexity.
2Reliability
If communications are evaluated in detail for content accuracy, then quality control improves, but processing time increases
Solution Approach 1:
The patent applies partial action by sampling a subset of communications for evaluation rather than evaluating every single communication in full detail. This selective sampling approach maintains quality control for critical communications while reducing overall processing time and resource consumption.
Solution Approach 2:
The patent performs preliminary actions by establishing expected content templates and evaluation criteria before communications are generated. This pre-prepared framework enables faster evaluation of actual communications against predetermined standards, reducing processing time while maintaining accuracy.
Data Source
AI summary
Mechanisms are provided for monitoring quality and correctness of content in communications handled by a vendor. The mechanisms sample a set of communications handled by the vendor to generate a sample set of communications and extract content from the sample set of communications. The mechanisms compare the extracted content with expected content of communications handled by the vendor and analyze the extracted content and the expected content to thereby identify differences between the extracted content and the expected content based on results of the analysis. In addition, the mechanisms determine a level of significance of the differences and generate a notification of whether or not to modify the communications, or an operation of the vendor, based on the determined level of significance of differences.