Keeping a modeling-driven public health dashboard relevant—lessons learned from the California Communicable diseases Assessment Tool

Researchers rapidly developed modeling-based dashboards to support the global COVID-19 pandemic response, and this output has continued for other public health responses. These dashboards are often abandoned or deprecated over time, creating challenges for public health jurisdictions that would like to leverage them for decision-making. Maintaining a relevant and sustainable dashboard requires significant effort and attention to collating modeling results and meeting local public health needs. The California Communicable diseases Assessment Tool (CalCAT), a public-facing infectious disease modeling dashboard, demonstrates the key components to sustainability and relevance: robust and flexible workflows, cultivation of trust and user engagement, wide-ranging collaboration, and content reproducibility. The experience of CalCAT's initiation and development highlights the need to be responsive to ever-changing stakeholder requests and to balance trade-offs in design choices for how modeling results are processed, presented, and shared.

Authors

Institutions

Publication Details

Journal
Frontiers in Public Health
Published
2025-09-24
DOI
https://doi.org/10.3389/fpubh.2025.1658645
Primary Topic
Data-Driven Disease Surveillance
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Keeping a modeling-driven public health dashboard relevant—lessons learned from the California Communicable diseases Assessment Tool

Natalie M. Linton, B A Siegel, John Pugliese, Sindhu Ravuri et al.
Frontiers in Public Health
Data-Driven Disease Surveillance
article

Keeping a modeling-driven public health dashboard relevant—lessons learned from the California Communicable diseases Assessment Tool

Natalie M. Linton, B A Siegel, John Pugliese, Sindhu Ravuri, Lauren A. White, Tomás M. León, Ryan McCorvie, David Crow, Jason Vargo, Héctor M. Sánchez C., Mugdha Thakur, Po H. Lu
article en

Abstract

Researchers rapidly developed modeling-based dashboards to support the global COVID-19 pandemic response, and this output has continued for other public health responses. These dashboards are often abandoned or deprecated over time, creating challenges for public health jurisdictions that would like to leverage them for decision-making. Maintaining a relevant and sustainable dashboard requires significant effort and attention to collating modeling results and meeting local public health needs. The California Communicable diseases Assessment Tool (CalCAT), a public-facing infectious disease modeling dashboard, demonstrates the key components to sustainability and relevance: robust and flexible workflows, cultivation of trust and user engagement, wide-ranging collaboration, and content reproducibility. The experience of CalCAT's initiation and development highlights the need to be responsive to ever-changing stakeholder requests and to balance trade-offs in design choices for how modeling results are processed, presented, and shared.

Frontiers in Public HealthVol. 13
California Department of Public Health (US)
California Department of Public Health, Centers for Disease Control and Prevention
Openalex Percentile: Top 65%
Data-Driven Disease Surveillance
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.