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Updated: Feb 6, 2026

In Silico Clinical Trials for Cardiovascular Disease
Published on: May 27, 2022
Clinical practice guideline implementation: challenges and solutions for improved cardiovascular care: A Report from
Eva Prescott1, Suleman Aktaa2, Amr Abdin3
1Centre for Cardiovascular Research, Bispebjerg Frederiksberg University Hospital, Bispebjerg Bakke 23, Copenhagen DK-2400 Denmark.
Insights
Improving cardiovascular care requires better implementation of European Society of Cardiology (ESC) clinical practice guidelines (CPGs). Current strategies are insufficient, necessitating integrated approaches and exploring AI for enhanced adoption of best practices.
Area of Science:
- Cardiology
- Health Services Research
- Clinical Guideline Implementation
Background:
- European Society of Cardiology (ESC) clinical practice guidelines (CPGs) aim to improve cardiovascular (CV) outcomes.
- Suboptimal CPG implementation leads to missed opportunities in CV care.
- Implementation success hinges on patient factors, healthcare professional engagement, guideline usability, and the healthcare system context.
Purpose of the Study:
- To review current evidence on the implementation of CV CPGs.
- To identify barriers and facilitators to CPG implementation.
- To propose strategies for enhancing the adoption of evidence-based CV care practices.
Main Methods:
- Review of existing literature and ESC initiatives (educational programs, examinations, accreditation, registries).
- Analysis of factors influencing CPG implementation.
- Exploration of tested implementation strategies (e.g., text messaging, educational interventions, AI).
Main Results:
- Knowledge dissemination alone is insufficient for effective CPG implementation.
- Various strategies have been tested with variable feasibility and effectiveness across different healthcare systems.
- A limited number of high-quality randomized controlled trials (RCTs) exist for CV CPG implementation strategies.
Conclusions:
- A more integrated, structured, and equitable approach to quality improvement is needed for CV CPGs.
- Future research should focus on robust evaluation of implementation strategies.
- Artificial intelligence (AI)-enhanced technologies show promise for supporting and scaling CPG implementation efforts.
Abstract:
The European Society of Cardiology (ESC) develops and updates clinical practice guidelines (CPGs) based on the latest evidence. However, their implementation remains suboptimal, leading to missed opportunities to improve cardiovascular (CV) outcomes. The success of CPG implementation is influenced by four key factors: (i) patient-related barriers, (ii) health care professionals' engagement, (iii) the clarity and usability of CPGs, and (iv) the health care system and economic context in which care is delivered. To address these challenges, innovative strategies are needed to bridge the gap between CPG recommendations and clinical practice. The ESC has developed several initiatives to improve implementation, including (i) educational programmes, (ii) examinations for cardiologists, (iii) accreditation policies, and (iv) registries. However, persistent gaps indicate that knowledge dissemination alone is insufficient. A more integrated, structured, and equitable approach to quality-of-care improvement is required. Despite the need for evidence-based implementation strategies, only a limited number of high-quality randomized controlled trials have evaluated individual approaches for CV conditions. Strategies such as text messaging, educational interventions, the involvement of non-physician health workers, structured order sheets, and financial incentives have been tested, but their feasibility and effectiveness can vary across health care systems. Future research should explore the potential of artificial intelligence-enhanced technologies to support and scale implementation efforts. This manuscript reviews current evidence on CPG implementation and proposes strategies to enhance the adoption of best practices in CV care.
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