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Updated: Jun 27, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
Evidence-based (informed) macro practice: process and philosophy
1Child and Family Studies, School of SocialWelfare, University of California at Berkeley, Berkeley, CA 94720-7400, USA. gambrill@berkeley.edu
Abstract:
Evidence-informed practice and policy at the macro level offers great potential for honoring ethical guidelines to integrate practice and research, to involve clients as informed participants, to respond ethically to problems of scarce resources, to enhance social and economic justice, and to empower clients. The process and philosophy of evidence-informed practice and care as described in original sources suggest a decision-making process designed to help social workers to integrate ethical, evidentiary, and application concerns. As with all innovations, objections will and should be raised. There are many challenges and obstacles to integrating evidentiary, ethical, and application concerns in practice.
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