Combining Data Warehousing and Predictive Modeling to Open New Possibilities for Guiding Clinical And Management Decision Making Nathaniel Israel San Francisco Department of Public Health [email protected]Stephen Guerin Redfish Group / Santa Fe Complex [email protected]San Francisco Department of Public Health
Presentation at 2010 California Institute of Mental Health Conference with Nathaniel Israel of San Francisco Department of Public Health
Welcome message from author
This document is posted to help you gain knowledge. Please leave a comment to let me know what you think about it! Share it to your friends and learn new things together.
Eli Lilly R&D Workflow Simulation and Portfolio Scheduling
Project Scope
Visualize client flow through the public mental health service system based on Medicaid billing data:
1) Visualize clients’ movement (service use) between levels of care over time.
2) Visualize each agency’s clients’ movement (service use) over time.
3) Visualize clients’ service use by demographic and clinical characteristics, including
gender, age, ethnicity, and diagnosis.
This visualization will allow system stakeholders to understand a) how clients are moving through the system (using services at different levels of care)b) whether / how this flow varies by provider within and across levels of care and c) whether / how this flow varies by client demographic characteristics.
The delivered program will also allow for the upload of new data to inform the visualizations, and for the comparison of clients’ service utilization across two distinct periods of time.
A procedure document will be included with the program and this document will provide step-by-step instructions that enable users to upload new data to the program. The program will be available to users wherever it is installed and service data is uploaded.
Project FlowData
• Verify initial data
• Additional sources
Model
• Data Model
• Agent-based Model
Visualizations
• Case flow Animations
• Network Navigation
Deployment
• Analyst
• Web
• Table
Project FlowData
• Verify initial data
• Additional sources
Model
• Data Model
• Agent-based Model
Visualizations
• Case flow Animations
• Network Navigation
Deployment
• Analyst
• Web
• Table
Project Timeline
Project Timeline
Project FlowData
• Verify initial data
• Additional sources
Model
• Data Model
• Agent-based Model
Visualizations
• Case flow Animations
• Network Navigation
Deployment
• Analyst
• Web
• Table
Project FlowData
• Verify initial data
• Additional sources
Model
• Data Model
• Agent-based Model
Visualizations
• Case flow Animations
• Network Navigation
Deployment
• Analyst
• Web
• Table
Source: Juice Analytics
Data Issues
• Client Primary RUs with no mapping in provider table
• RUs in services with no mapping in provider table: