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Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
Evidence-based medicine: why clinical ethicists should be concerned
Ann E Mills1, Edward M Spencer
1Center for Biomedical Ethics, University of Virginia, P.O. Box 800758, Charlottesville, VA 22908-0758, USA. amh2r@virginia.edu
Evidence-based medicine (EBM) implementation faces challenges due to healthcare cost pressures, favoring rigid systems over adaptive ones. Clinical ethicists must understand these systems to advocate for patient values within EBM.
Area of Science:
- Healthcare Systems
- Medical Ethics
- Evidence-Based Practice
Background:
- Evidence-based medicine (EBM) integrates research evidence, clinical expertise, and patient values.
- Healthcare organizations face financial constraints and pressure to adopt standardized EBM protocols.
- This trend favors rigid systems, potentially limiting decision-making flexibility.
Purpose of the Study:
- To explore the impact of rigid EBM systems on clinical ethics.
- To highlight the need for clinical ethicists to understand healthcare system operations.
- To advocate for maintaining patient values and preferences within standardized EBM.
Main Methods:
- Conceptual analysis of EBM principles and healthcare system design.
- Examination of the tension between system rigidity and clinical decision-making flexibility.
- Discussion of the evolving role of clinical ethicists in standardized healthcare environments.
Main Results:
- Rigid EBM systems, driven by cost-efficiency, are likely to become the norm.
- System rigidity may reduce flexibility in patient care decisions.
- Clinical ethicists require new knowledge of system operations to remain effective.
Conclusions:
- Clinical ethicists must understand healthcare system values, goals, and operations to maintain credibility.
- Advocacy for greater flexibility and patient-centered care is crucial, even within rigid EBM frameworks.
- Adapting to system demands while championing patient values is essential for ethical practice in EBM.
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