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Accepted for/Published in: JMIR Public Health and Surveillance

Date Submitted: Aug 28, 2025
Open Peer Review Period: Sep 2, 2025 - Oct 28, 2025
Date Accepted: Feb 24, 2026
Date Submitted to PubMed: Feb 26, 2026
(closed for review but you can still tweet)

The final, peer-reviewed published version of this preprint can be found here:

Building Public Health Data Dashboards: Tutorial Playbook

Wu E, Balise R, Katz B, Harris D, Bullard M, Fareed N, Larochelle M, Villani J

Building Public Health Data Dashboards: Tutorial Playbook

JMIR Public Health Surveill 2026;12:e83157

DOI: 10.2196/83157

PMID: 41747271

Warning: This is an author submission that is not peer-reviewed or edited. Preprints - unless they show as "accepted" - should not be relied on to guide clinical practice or health-related behavior and should not be reported in news media as established information.

Building Public Health Data Dashboards: A Tutorial Playbook

  • Elwin Wu; 
  • Raymond Balise; 
  • Benjamin Katz; 
  • Daniel Harris; 
  • Matthew Bullard; 
  • Naleef Fareed; 
  • Marc Larochelle; 
  • Jennifer Villani

ABSTRACT

Public health data dashboards have tremendous potential to improve transparency, understanding, and decision-making at multiple levels: from individuals to public health practitioners and policy makers, as well as locally, regionally, and nationally. However, there are many challenges to creating effective dashboards. In this playbook for the development of dashboards of public health data, we share lessons learned from our experience in developing data dashboards for the HEALing Communities Study (HCS). The HCS was a large NIH-funded study of a community-engaged intervention to deploy evidence-based practices to reduce opioid overdose deaths in 67 communities across four states. First, we describe core considerations of the who, what, why, where, when, and how of data dashboard development. Next, we outline steps in data curation, including the identification of key metrics and potential data sources, and developing processes to acquire the data. Third, we discuss practical aspects of developing data visualizations that can effectively communicate key messages to the end-users of interest. Fourth, we describe the infrastructure considerations to host and publish data dashboards. And finally, we discuss maintenance and sustainability of the dashboard. We anticipate this playbook will provide a resource to individuals and organizations seeking to build data dashboards to realize the promise of sharing data to improve data-driven decision making.


 Citation

Please cite as:

Wu E, Balise R, Katz B, Harris D, Bullard M, Fareed N, Larochelle M, Villani J

Building Public Health Data Dashboards: Tutorial Playbook

JMIR Public Health Surveill 2026;12:e83157

DOI: 10.2196/83157

PMID: 41747271

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