Women's Homelessness Insights: LA County Initiative
Discover the emergence of themes, recommendations, and lived experiences of women facing homelessness, as highlighted by LA County's Homeless Initiative and the LAHSA Ad Hoc Committee. Gain valuable insights into the challenges and solutions for addressing the specific needs of homeless women in the community.
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Presentation Transcript
Operationalizing Claims Data for Analytics Foundational behind the scenes work to support standing up the Delaware Health Care Claims Database has been completed Work to maintain and improve data is ongoing Clinical and Alternative Payment Methods data will require the same initial foundational investment
Analytics Executive Summary Two new resources, approved as part of DMMA IAPD budget, will be added to: enhance our project intake process improve customer experience support project management Improve customer engagement update and enhance DSG guidelines deploy quality check automation solutions create resource capacity assist in supporting the project intake process We are also investigating opportunities to implement a collaborative real-time project management tool to improve communication and drive resource efficiency across the multiple organization supporting analytic work product. We are poised to develop additional data sources, deidentified clinical and alternative payment method, while also improving access to claims data, this will require enhancements to architecture, environments and deployment. Artifact retention, snapshots for comparative purpose and continuity Enhanced test to production deployment methodology Support of broader and more diverse work force and analytic tool set Need for bandwidth in the analytic space to enable consumption of larger data sets and improved processing power Schema design to enable easy integration shared roster and primary keys Fundamentally we see a shift from an individualized customer data services, to a universal democratized data model capable of sustaining a greater volume of work and variety of stakeholders and analytic solutions. 2
Requirements to maintain Operationalizing Data for Analytics Project Intake Delivery New Account Manager Enhanced PMO solution Data Ingestion/Quality New Analytics Manager Enhanced Automated Data Quality Data Ingestion/Quality Enhancements/New Data Sources Available Data Set To Support Analytics Project Intake Delivery Enhancements Geocoding, Census Tract, John Hopkins, Millimans methodology for low value care calculator, Wellness indicator Clinical Data CDC request, APM Resources required beyond 2022 Analysis Customer Application Dashboards Payer Interactive Dashboards Hospital/Health System Dashboards Modeling Algorithms new indices Resources required beyond 2022 Analysis
Current Pipeline of Analytic Initiatives FY22 FY23 FY24 Q3 Q4 Q1 Q2 Q3 Q4 Q1 Q2 Q3 Q4 Q1 Q2 Analysis Census Tract Customer Portals Hospital Portals Payer Portals Illness Portals New Indices Enhancement s Low Value Calc Wellness Index Clinical Data Geocoding Veterans Data Project Intake Project Mgmt Client Mgmt Data Ingestion CMS Quarterly
Go Forward Requirements to Operationalize & Scale Architecture Enhancements Data artifact snapshots Standardization across 3rd party resources Permissions and rights across users Schema definition and deployment Hitrust Alignment of architecture needs & pricing Architecture Enhancements Project Intake Delivery New Account Manager Enhanced PMO solution Data Ingestion/Quality New Analytics Manager Enhanced Automated Data Quality Data Ingestion/Quality Enhancements/New Data Sources Delivering Advanced Analytics Project Intake Delivery Enhancements Geocoding, Census Tract, John Hopkins, Millimans methodology for low value care calculator, Wellness indicator Clinical Data CDC request, APM Resources required beyond 2022 Analysis Customer Application Dashboards Payer Interactive Dashboards Hospital/Health System Dashboards Modeling Algorithms new indices Resources required beyond 2022 DHIN Integration Data Strategy Shared rosters and primary keys Clinical Data CDC request, Historical Clinical Gateway Migration from product centric, customer centric solutioning of data to needs based universallyavailable data Analysis DHIN Integration Data Strategy
New Analytic Initiatives FY22 FY23 FY24 Q3 Q4 Q1 Q2 Q3 Q4 Q1 Q2 Q3 Q4 Q1 Q2 Analysis Census Tract Customer Portals Hospital Portals Payer Portals Illness Portals New Indices Enhancement s Low Value Calc Wellness Index Clinical Data Project Intake Standardization Fee Schedule Application Contracts Data Ingestion DSG Update Root Cause
