On the need for evidence-based medicine
Related Experiment Video
Updated: Sep 30, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
1Nuffield Department of Medicine, University of Oxford, England.
Abstract:
Doctors always seek to base their decisions on the best available evidence. Often this evidence represents extrapolations of pathophysiological principles and logic rather than established facts based on data derived from patients. The advent and proliferation of randomized controlled trials have led to a rapid increase in the quantity and quality of clinically valid evidence concerning clinical history taking and physical examination, issues of diagnosis, prognosis, therapy and other important health care issues. As a result it is becoming possible to make explicit much of the implicit non-verbal reasoning of expert clinicians, making their clinical reasoning more comprehensible and accessible to trainees. The ability to track down, critically appraise and incorporate evidence into clinical practice has been named 'evidence-based medicine'. As the quantity of valid evidence increases so does the requirement for each of us to develop the skills necessary to assimilate, evaluate and make best use of that evidence for patients. Often we fail to identify or address our daily needs for clinically important knowledge, leading to a progressive decline in our clinical competency. When we do seek knowledge traditional sources of information such as journals and text-books are often either too disorganized or out of date and we often resort to asking colleagues. The need to maintain and expand clinically important knowledge has been partially addressed by increasing demands for continuing medical education but how might this be best achieved? Recent evaluations suggest that three evidence-based medicine strategies help fulfill these goals. They include; learning evidence-based medicine, seeking and applying evidence-based medical summaries generated by others, and accepting evidence-based protocols developed by others.
Related Concept Videos
Introduction to Documentation and Reporting
Nursing documentation records essential information and details regarding a patient's care and treatment in written or electronic form. It is a critical aspect of nursing practice that involves documenting assessments, interventions, outcomes, and other relevant details about a patient's health status.
Documentation maps the patient's health journey by creating a comprehensive and precise...
Purpose of Health Records I
Here's a breakdown of how health records serve these purposes:
Methods of Documentation V: CBE
In CBE, healthcare professionals establish predefined standards of practice that define what constitutes...
Methods of Documentation VII: EMR
Nursing Clinical Information System
A Nursing Clinical Information System (NCIS) is a specialized type of healthcare information system tailored to meet the unique needs of nursing practice. It incorporates the principles of nursing informatics to streamline information management and improve the quality of care delivery.
Critical attributes of NCIS include:
The Scientific Method in Nursing Process
When using research findings to change practice, one must understand the process used to guide a study. The scientific method is a systematic, step-by-step process that supports the data's validity, reliability, and generalizability. As a result, findings can be safely...