Unified Patient Data Aggregation for Healthcare Quality Standards
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Solution Overview
Problem
In managed care settings, there is a lack of integrated systems that can accurately diagnose and track patient health conditions across multiple data sources, leading to disjointed healthcare information and suboptimal quality of care, particularly for high-risk populations, due to variations in data collection and reporting between health programs.
Innovation Solution
A comprehensive system that aggregates patient data from various sources, including electronic health records, insurance claims, clinical lab results, and medication records, to provide a unified health profile, enabling healthcare providers to make informed decisions and ensure adherence to objective quality standards through dynamic workflow processes and decision support systems.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Quantity of substance
If multiple separate health programs and data sources are used to track patient information, then more comprehensive data coverage is achieved, but data integration and consistency deteriorate
Solution Approach 1:
The patent merges multiple separate health program data sources into a single integrated system that consolidates patient information from different payors, providers, and health programs. This integration maintains data consistency while achieving comprehensive coverage by creating a unified view of patient health data across all sources.
Solution Approach 2:
The system creates a universal data platform that can handle multiple types of health program data simultaneously - including but not limited to quality measures, claims data, electronic health records, and patient demographics. This multi-functional platform serves diverse data sources with a single consistent interface.
2Reliability
If comprehensive patient data aggregation from multiple sources is implemented, then quality of care assessment is improved, but system complexity increases
Solution Approach 1:
The patent introduces an intermediary integrated system that acts as a mediator between multiple data sources and the quality assessment processes. This intermediary layer standardizes data formats, handles data integration logic, and presents unified information to providers and administrators, thereby improving assessment reliability without exposing the full complexity of the underlying multi-source architecture.
3Ease of manufacture
If manual tracking of health maintenance programs is used, then implementation simplicity is maintained, but accuracy and timeliness of care delivery deteriorate
Solution Approach 1:
The system enables self-service automated tracking where the integrated platform automatically monitors patient health maintenance program participation, tracks quality measure completion, and alerts providers to gaps in care. This automated self-tracking eliminates manual processes while maintaining simplicity for users through intuitive interfaces and automated notifications.
4Loss of energy
If referral and utilization management processes are enforced, then cost control is improved, but continuum of care is limited
Solution Approach 1:
The patent implements dynamic referral and utilization management that adapts to individual patient needs and conditions. The system automatically adjusts care coordination based on real-time data from multiple sources, enabling flexible continuum of care while maintaining cost control through evidence-based utilization decisions rather than rigid protocols.
Data Source
AI summary
Healthcare is administered to members/enrollees of a healthcare plan according to objective quality standards. A patient population of eligible members/enrollees is identified and for each member/enrollee, medical information is aggregated via a web-based compilation of medical data from multiple sources that is continuously updated so as to provide an accurate, up-to-date and readily accessible compilation of a member/enrollee past diagnoses, healthcare history, medical procedures, medications and the like. Such member/enrollees are continuously tracked, on an individual basis, and monitored to ensure healthcare is delivered for a variety of specific medical conditions pursuant to objective health program quality criteria.


