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Accepted for/Published in: Journal of Medical Internet Research

Date Submitted: May 16, 2025
Open Peer Review Period: May 19, 2025 - Jul 14, 2025
Date Accepted: Nov 18, 2025
(closed for review but you can still tweet)

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

Design Practices for Data Dashboards in Health Care: Scoping Review

Vornhagen H, Barrett S, Carroll C, Iladiva LK, Martin G, McKeown D, Martin J

Design Practices for Data Dashboards in Health Care: Scoping Review

J Med Internet Res 2026;28:e77361

DOI: 10.2196/77361

PMID: 41740151

PMCID: 12980066

Data Dashboards in Healthcare: A Scoping Review of Design Practices

  • Heike Vornhagen; 
  • Stephen Barrett; 
  • Ciara Carroll; 
  • Lydia Kavochi Iladiva; 
  • Gregory Martin; 
  • Declan McKeown; 
  • Jennifer Martin

ABSTRACT

Background:

Healthcare dashboards have the potential to enhance understanding, decision-making and communication. However, their design, implementation and evaluation are often hindered by the absence of standardized guidelines. This study undertakes an international review to identify existing guidelines or, in the absence of such guidelines, to identify common practices for healthcare dashboard design, providing a foundation for future work in the Irish healthcare context.

Objective:

To identify existing guidelines and common practices for healthcare dashboard design through an international review, in order to inform future development and implementation within the Irish healthcare system.

Methods:

An evidence summary approach was used to systematically review the literature from PubMed, EMBASE, SCOPUS, and IEEE Explore. The review aimed to identify existing guidelines and common practices for healthcare dashboards internationally. Using Reflexive Thematic Analysis, practices were coded and grouped into common themes which were then defined as four main pillars: Approach (addressing engagement of end-users and stakeholders), Content (focusing on data quality, effective insights and presentation), Behavior (usability and accessibility), and Adoption (ensuring sustainability).

Results:

From 1,644 initially identified studies, 18 met the inclusion criteria. The review highlighted few descriptions of specific guidelines and gaps in the practices applied, especially in the areas of data quality and organizational integration. Four main pillars were defined which provide initial insights into effective dashboard design, emphasizing user-centered approaches, actionable metrics, interactivity, and sustainable adoption practices.

Conclusions:

This review is an essential first step in understanding the global landscape of healthcare dashboards and lays the groundwork for adapting these insights to the Irish healthcare system. As outlined above, we have identified a significant gap, namely a lack of standardized guidelines that could guide the design of dashboards in the healthcare sector. While dashboards are widely acknowledged as vital tools for improving decision-making, communication, and efficiency, most research focuses on building healthcare dashboards rather than establishing robust guidelines to underpin their design and implementation. Arising from this review, we have defined four main pillars with key practices which highlight a pathway toward addressing this gap.


 Citation

Please cite as:

Vornhagen H, Barrett S, Carroll C, Iladiva LK, Martin G, McKeown D, Martin J

Design Practices for Data Dashboards in Health Care: Scoping Review

J Med Internet Res 2026;28:e77361

DOI: 10.2196/77361

PMID: 41740151

PMCID: 12980066

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© The authors. All rights reserved. This is a privileged document currently under peer-review/community review (or an accepted/rejected manuscript). Authors have provided JMIR Publications with an exclusive license to publish this preprint on it's website for review and ahead-of-print citation purposes only. While the final peer-reviewed paper may be licensed under a cc-by license on publication, at this stage authors and publisher expressively prohibit redistribution of this draft paper other than for review purposes.