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Updated: Apr 18, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
An evidence-based guide for ethics instruction
1Department of Primary Dental Care, School of Dentistry, University of Minnesota, Minneapolis, MN 55455.
Abstract:
Drawing from multiple sources of evidence, this paper updates previous descriptions (IOM, 2002) of measurement strategies and teaching techniques to promote four theoretically derived abilities thought to be necessary conditions for the responsible conduct of research. Data from three samples (exemplary professionals, professionals disciplined by a licensing board, and graduates who completed an ethics program designed to promote the four interrelated abilities) suggest that development of a moral identity that is consistent with the norms and values of a profession is the driving force that gives rise to ethical sensitivity, ethical reasoning, and ethical implementation. Evidence from the cited studies supports the usefulness of the theoretical model to (a) deconstruct summary judgments about character and see them as abilities that can be assessed and developed; (b) guide the design assessments that are sensitive to the effects of interventions; and (c) augment previous IOM recommendations for the development of meaningful learning activities.
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