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Equity Dashboards in a Statewide Surgical Quality Collaborative: A Mixed Methods Pre-Implementation Study.

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Learning Health Systems
|February 16, 2026
PubMed
Summary
This summary is machine-generated.

Health equity dashboards show promise for improving surgical quality but require clearer data interpretation and actionable insights. Addressing barriers like data concerns and user experience is crucial for successful implementation in quality improvement initiatives.

Keywords:
dashboardshealth equityquality improvement

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Area of Science:

  • Health services research
  • Quality improvement science
  • Health equity studies

Background:

  • Collaborative quality initiatives use performance dashboards to enhance surgical outcomes.
  • Current models lack integrated tools for addressing health disparities.
  • Health equity dashboards represent a novel approach to quality improvement.

Purpose of the Study:

  • To assess the interpretability and utility of health equity dashboards.
  • To identify factors influencing the implementation of health equity dashboards within a quality collaborative.
  • To inform the integration of health equity considerations into learning health systems.

Main Methods:

  • Mixed-methods pre-implementation study using surveys and focus groups.
  • Theoretical Domains Framework guided the study design.
  • Content and thematic analyses were used to analyze quantitative and qualitative data.

Main Results:

  • High perceived clarity (70%) but common misinterpretation (46%-49%) of dashboard data.
  • Stakeholders expressed high likelihood of use (74%) and optimism.
  • Barriers included limited experience, data concerns, and need for actionable tools.

Conclusions:

  • Health equity dashboards are valuable but require improved interpretability and actionable strategies.
  • Successful implementation hinges on addressing user familiarity, data integrity, and tool integration.
  • Insights can strengthen learning health systems and advance equity-conscious quality improvement.