A User-Centered Data Visualization of Atherosclerotic Heart Disease Risk Factors

Sandra Rivas1,2, Tonita Powell-Fontenot1,2, Abayomi Adegunlehin2

  • 1Cizik School of Nursing, The University of Texas Health Science Center Houston, Texas, USA.

Insights

High cholesterol increases cardiovascular disease risk. Designing better lipid test displays aids early intervention and reduces healthcare provider stress.

Area of Science:

  • Cardiology
  • Human-Computer Interaction
  • Health Informatics

Background:

  • Elevated cholesterol levels are a major risk factor for atherosclerotic cardiovascular disease (ACVD) and ischemic heart disease.
  • Effective interpretation of lipid panel tests and cardiac risk factors is vital for timely intervention in hyperlipidemia.
  • Current data visualization methods may not fully support efficient clinical decision-making for cardiovascular risk assessment.

Purpose of the Study:

  • To propose a novel dashboard design for cardiovascular risk factors, informed by established design theories.
  • To enhance the interpretation of lipid panel test results and other cardiac risk indicators.
  • To improve the diagnosis, treatment, and prevention of cardiovascular disease (CVD).

Main Methods:

  • Application of Gestalt principles and distributed cognitive theories in designing graphical data displays.
  • Development of a user-centered dashboard focused on cardiovascular risk factors.
  • Integration of lipid panel data and other relevant clinical information.

Main Results:

  • The proposed dashboard aims to facilitate quicker and more accurate data interpretation by healthcare providers.
  • Expected improvements in addressing cardiovascular disease (CVD) through enhanced diagnostic and treatment capabilities.
  • Potential to alleviate clinical provider burnout and reduce healthcare system stress.

Conclusions:

  • Design theories can optimize the visualization of complex health data, such as cardiovascular risk factors.
  • Improved data display can lead to better patient outcomes and a more efficient healthcare system.
  • The dashboard approach offers a promising strategy for managing hyperlipidemia and reducing cardiovascular disease burden.

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