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Updated: May 11, 2025

In Silico Clinical Trials for Cardiovascular Disease
Published on: May 27, 2022
Integrating cardiovascular implementation science research within healthcare systems
Muhammad Shahzeb Khan1, Ahmed Mustafa Rashid2, Harriette G C Van Spall3
1Baylor Scott and White Health- The Heart Hospital, Plano, TX, USA; Department of Medicine, Baylor College of Medicine, Temple, TX, USA; Baylor Scott and White Research Institute, Baylor Scott and White Health, Dallas, TX, USA.
Bridging the research-to-practice gap requires implementation science. This review offers a roadmap for learning healthcare systems to integrate evidence-based cardiovascular interventions, improving patient care.
Area of Science:
- Health Services Research
- Translational Science
- Cardiovascular Disease Research
Background:
- Evidence-based interventions face significant delays (17 years) in reaching clinical practice, impacting patient outcomes.
- Implementation science offers methods to integrate evidence-based practices into real-world healthcare settings.
- Cardiovascular disease remains a leading cause of mortality, highlighting the need for efficient implementation strategies.
Purpose of the Study:
- To provide a roadmap for large-scale learning healthcare systems (LHS) in cardiovascular implementation science.
- To summarize existing implementation science models and key phases.
- To identify challenges and solutions for evidence translation in clinical practice.
Main Methods:
- Review of implementation science models and literature.
- Analysis of key implementation phases: pre-implementation, implementation, monitoring, evaluation, sustaining, and scaling-up/de-implementation.
- Assessment of successful initiatives and challenges in cardiovascular implementation science.
Main Results:
- Implementation roadmaps are crucial for LHS to bridge the research-to-practice gap.
- Understanding key implementation phases is vital for healthcare system optimization.
- Various implementation models exist, each with distinct phases and requirements.
Conclusions:
- A call-to-action for LHS engagement in cardiovascular implementation science is necessary.
- Summarizing models and phases provides a framework for improving evidence translation.
- Addressing implementation challenges can enhance the adoption of evidence-based practices in real-world settings.
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