Modernizing Data Systems in Environmental Public Health

Modernizing Data Systems in Environmental Public Health: A Blueprint for Action

SAS/SAS Viya Analytics software used in public health for analysis and visualization. Smartsheet dashboards Tools for basic project and data visualization within the Smartsheet platform. SQL Structured query language; used to manage and query databases. Storytelling (data) Using visuals and narratives to communicate public health insights. Survey123 Esri tool for form-based mobile data collection synced with GIS. Timeliness (data) How current or up-to-date data are for decision- making. Transparency Open sharing of data and processes to foster public trust. Uptime The period when a system, application, or service is operational and available without interruptions. Vector control Environmental health strategies to reduce disease- carrying organisms such as mosquitoes. Visualization Graphical representation of data through maps, charts, or dashboards.

Open data Public data that is freely available for use and sharing.

Health outcome data Data on illnesses or conditions linked to environmental exposure. HL7 Health Level Seven; standards for health data exchange. Image classification AI-based technique to categorize objects in aerial or satellite imagery.

Performance metrics Indicators used to evaluate EPH program effectiveness and efficiency. Predictive modeling Techniques used to forecast future events based on existing data. Privacy (data) Protection of personal or sensitive data in compliance with regulations. Public-facing portal Online tools for residents to access EPH services and data. Python Programming language for automating tasks and analyzing environmental health data. QGIS Free, open-source GIS software used for mapping and spatial analysis. R Statistical programming language used for modeling and epidemiological studies. Real-time data Data made available immediately or with minimal delay. Redistricting (GIS) Redrawing of district boundaries using GIS for workload balance and efficiency. Remote sensing Collecting data from satellites or aircraft to monitor environmental conditions.

Interoperability The ability of systems to exchange and use shared data.

Interpretation Turning analytical results into meaningful conclusions that add context, guide actions, and communicate value to stakeholders. ISO standards International standards for consistency in GIS, metadata, and quality management. LOINC Standard for identifying laboratory and clinical observations. Mapbox Tool for building custom, web-based maps and visualizations. Metadata Descriptive information about a dataset’s origin, structure, and use. Natural language processing (NLP) AI method for analyzing and interpreting human language data.

Workforce for ArcGIS Esri tool for assigning and managing mobile field tasks.