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Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
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Published on: June 13, 2025

A new impact assessment method to evaluate knowledge resources.

Pierre Pluye1, Roland M Grad, Randolph Stephenson

  • 1Department of Social Studies of Medicine, McGill University, 3647 Peel Street, Montreal, QC, Canada, H3A 1X1.

AMIA ... Annual Symposium Proceedings. AMIA Symposium
|June 17, 2006
PubMed
Summary
This summary is machine-generated.

A novel impact assessment method combining a 5-level scale and Computerized Ecological Momentary Assessment (CEMA) was developed. This approach systematically measures the real-world impact of knowledge resources on healthcare professionals.

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Area of Science:

  • Health Informatics
  • Information Science
  • Medical Education

Background:

  • Systematic methods are needed to evaluate the real-world impact of knowledge resources on healthcare professionals.
  • Existing evaluation methods often lack systematic approaches for assessing resource impact outside laboratory settings.

Purpose of the Study:

  • To propose and validate a new, efficient method for assessing the impact of knowledge resources.
  • To develop a robust impact assessment tool for health professionals and trainees.

Main Methods:

  • A critical review of 26 relevant studies on clinical information-retrieval technology impact was conducted.
  • Qualitative content analysis was employed to analyze the literature.
  • The feasibility of combining a revised 5-level scale with Computerized Ecological Momentary Assessment (CEMA) was demonstrated.

Main Results:

  • The literature review revealed that most existing methods use simple nominal scales (yes/no) and do not systematically measure impact outside of lab settings.
  • The proposed levels of impact are supported by existing literature, with suggestions for a fifth level.
  • The combination of a 5-level scale and CEMA proved feasible for efficient impact measurement.

Conclusions:

  • A new impact assessment method, integrating a revised 5-level scale and CEMA, is proposed.
  • This method offers a systematic approach to evaluating knowledge resource impact in real-world clinical settings.
  • The findings suggest improved evaluation of knowledge resources for healthcare professionals.