ArticleFrontiers in medicine2025
Blended learning course for ultrasound-guided diagnostic skills: a design-based research study.
Article in Frontiers in medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
1 citing paper in PubMed.
- ChatGPT-4o with faculty guidance outperforms AI-only and traditional learning in ultrasonography training: a randomized trial.Frontiers in digital health · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
14 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Simulation-based training has emerged as a critical modality in medical education, particularly for areas like point-of-care ultrasound. The effectiveness of the training is heavily influenced by instructional design. Design-based research offers a framework to iteratively develop, implement, and refine educational interventions, particularly in real-world settings, ensuring both practical and theoretical foundation. Objective: This study employed a design-based research approach to develop, evaluate, and implement a blended ultrasound education program for in-service medical professionals, integrating asynchronous e-learning with high-fidelity simulation. Methods: The study was conducted at a single academic institution and involved 51 practicing healthcare professionals. The course was designed, including needs assessment, iterative curriculum development, and multiple cycles of implementation and evaluation. Online module performance, pre- and post-test assessments, and subgroup analysis of curriculum completers were used to evaluate learning outcomes. Instructional decisions were revised based on observed performance trends. Suitable interventions in the design framework were also planned according to all the feedback and data captured. Results: Participants showed a statistically significant improvement in knowledge post-intervention (mean score increase: 10.24%, Conclusion: The design-based approach enabled the systematic development of the ultrasound-guided diagnostics course, ensuring alignment between instructional strategies and learner needs. This study highlights the value of evidence-informed design in enhancing clinical competency in ultrasound procedures and offers a scalable simulation-integrated model for future medical education.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.