Related Experiment Video
Updated: Nov 11, 2025

Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
Evidence needs, training demands, and opportunities for knowledge translation in social security and insurance
Regina Kunz1, Adrian Verbel, Rebecca Weida-Cuignet
1Department of Clinical Research, University of Basel Hospital, EbIM Research and Education, Basel, Switzerland.
Objective:
To perform a European survey of the evidence needs and training demands of insurance medicine professionals related to professional tasks and evidence-based practice.
Design:
International survey.
Subjects:
Professionals working in insurance medicine.
Methods:
Experts designed an online questionnaire including 26 questions related to 4 themes: evidence needs; training demands; evidence-seeking behaviour; and attitudes towards evidence-based medicine. Descriptive statistics were presented by country/conference and the total sample.
Results:
A total of 782 participants responded. Three-quarter of participants experienced evidence needs at least once a week, related to mental disorders (79%), musculoskeletal disorders (67%) and occupational health (65%). Guidelines (76%) and systematic reviews (60%) were the preferred types of evidence and were requested for assessment of work capacity (64%) and prognosis of return-to-work (51%). Evidence-based medicine was thought to facilitate decision-making in insurance medicine (95%). Fifty-two percent of participants felt comfortable finding, reading, interpreting, and applying evidence. Countries expressed similar needs for reviews on typical topics.
Conclusion:
This study reveals evidence gaps in key areas of insurance medicine, supporting the need for further research, guidelines and training in evidence-based insurance medicine. Importantly, insurance medicine professionals should recognize that evidence-based practice is crucial in producing high-quality assessments.
More Related Videos
Related Concept Videos
Current Trends in Nursing I
Current Trends in Nursing II
Issues And Trends In Healthcare Delivery System
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Types of Biopharmaceutical Studies: Controlled and Non-Controlled Approaches
Non-controlled studies, commonly employed for initial exploration, lack a control group, rendering them susceptible to biases and external influences. In contrast,...
Introduction to Epidemiology
Healthcare Associated Infections II: Preventive Measures
The best practices for preventing healthcare-associated infections include hand hygiene, patient risk...

