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Updated: Jan 23, 2026

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
A New Competency-Based Instrument to Assess Resident Knowledge and Self-Efficacy in Primary Palliative Care
Kristen M Moyer1, Laura J Morrison2, John Encandela3
1Advanced Illness Management Team, Departments of Anesthesia and Internal Medicine, Nationwide Children's Hospital and The Ohio State University, Columbus, OH, USA.
Context:
There is a need to improve both primary palliative care (PPC) education and its assessment in graduate medical education (GME). We developed an instrument based on published palliative care (PC) competencies to assess resident competency and educational interventions.
Objectives:
To describe the development and psychometric properties of a novel, competency-based instrument to measure resident knowledge and self-efficacy in PPC.
Methods:
We created a 2-part instrument comprised of a knowledge test (KT) and a self-efficacy inventory (SEI) addressing 18 consensus, core PC resident competencies across 5 domains: pain and symptom management; communication; psychosocial, spiritual, and cultural aspects of care; terminal care and bereavement; and PC principles and practice. The instrument was distributed to 341 internal medicine residents during academic years 2015 to 2016 and 2016 to 2017. A standard item analysis was performed on the KT. Internal consistency (Cronbach α) and variable relationships (factor analysis) were measured for the SEI.
Results:
One hundred forty-four residents completed the survey (42% response). For 15 KT items, difficulty ranged from 0.17 to 0.98, with 7 items ranging 0.20 to 0.80 (typical optimum difficulty); discrimination ranged from 0.03 to 0.60 with 10 items ≥0.27 (good to very good discrimination). Cronbach α was 0.954 for 35 SEI items. Factor analysis of combined 2015 to 2016 items yielded 4 factors explaining the majority of variance for the entire set of variables.
Conclusion:
Our instrument demonstrates promising psychometric properties and reliability in probing the constructs of PC and can be further utilized in PC GME research to assess learners and evaluate PPC educational interventions.
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