ArticleThe ultrasound journal2023
Learning curves for point-of-care ultrasound image acquisition for novice learners in a longitudinal curriculum.
Article in The ultrasound journal, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers, 1 of them a synthesis that pooled it.
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Who cites it
32 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Learning Anatomy With Radiology: A Systematic Review.Clinical anatomy (New York, N.Y.) · 2026Pooled it
- Should medical teachers spend more time modelling or coaching students? A dual eye-tracking and randomised controlled study on peer instruction in sonography.Medical education · 2025Trial
- The utility of focused transthoracic echocardiography in preoperative assessment: a systematic review and narrative synthesis of current evidence.Journal of clinical monitoring and computing · 2026Review
- POCUS for the People: A Rounds-Integrated Point-of-Care Ultrasound Curriculum for Medical Students at a Guatemalan Public Hospital.Journal of general internal medicine · 2026Article
- Observational
- Liver Point-of-Care Ultrasound (POCUS): Roadmap for training, credentialing, and implementation.Hepatology communications · 2026Review
- Impact of experience and specialization on accuracy and perceived performance of needling techniques in the cubital tunnel: a cadaveric study.Journal of ultrasound · 2026Article
- Basic diaphragm ultrasound training: Curriculum implementation and learning trajectory among diaphragm ultrasound naive trainees.World journal of methodology · 2026Article
- Real-time 3D ultrasound in augmented reality accelerates training and narrows novice-expert performance gaps.Communications engineering · 2026Article
- Learning curves for point-of-care ultrasound of the proximal femur: a prospective multicenter study.Journal of ultrasound · 2026Observational
- Development of a Deep Learning-Based Feedback Model to Assist Medical Students Learning Renal Ultrasound Acquisition: Mixed Methods Study.JMIR medical education · 2026Article
- Ultrasound Use in Anesthesiology and Intensive Care in the Nordic Countries-An International Survey on Availability, Frequency of Use, Operator Training, and Assessment.Acta anaesthesiologica Scandinavica · 2026Article
- Training in lung ultrasound for the diagnosis of lower respiratory tract infections in children under five years of age in rural healthcare facilities in Guatemala.Journal of global health · 2026Observational
- Optimizing transducer choice for the detection of alveolar-interstitial syndrome in dogs and cats: an evidence-based review.Frontiers in veterinary science · 2026Review
- Shunt trouble or something else? Diagnosing an abdominal CSF pseudocyst in a child using point-of-care ultrasound.Journal of ultrasound · 2025Article
- Development and evaluation of a systems-based point-of-care ultrasound curriculum for a master of science in athletic training program.BMC medical education · 2025Observational
- The effect of Peyton's four-step method for teaching point-of-care ultrasound psychomotor skills: an experimental study.The ultrasound journal · 2025Article
- Performance and development trends of ultrasound diagnostic systems in military settings: a review.The ultrasound journal · 2025Review
- Article
- A core curriculum for pediatric lung ultrasound: an expert consensus.Italian journal of pediatrics · 2025Article
Corrections and comments
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundA learning curve is graphical representation of the relationship between effort, such as repetitive practice or time spent, and the resultant learning based on specific outcomes. Group learning curves provide information for designing educational interventions or assessments. Little is known regarding the learning curves for Point-of-Care Ultrasound (POCUS) psychomotor skill acquisition of novice learners. As POCUS inclusion in education increases, a more thorough understanding of this topic is needed to allow educators to make informed decisions regarding curriculum design. The purpose of this research study is to: (A) define the psychomotor skill acquisition learning curves of novice Physician Assistant students, and (B) analyze the learning curves for the individual image quality components of depth, gain and tomographic axis.
resultsA total of 2695 examinations were completed and reviewed. On group-level learning curves, plateau points were noted to be similar for abdominal, lung, and renal systems around 17 examinations. Bladder scores were consistently good across all exam components from the start of the curriculum. For cardiac exams, students improved even after 25 exams. Learning curves for tomographic axis (angle of intersection of the ultrasound with the structure of interest) were longer than those for depth and gain. Learning curves for axis were longer than those for depth and gain.
conclusionBladder POCUS skills can be rapidly acquired and have the shortest learning curve. Abdominal aorta, kidney, and lung POCUS have similar learning curves, while cardiac POCUS has the longest learning curve. Analysis of learning curves for depth, axis, and gain demonstrates that axis has the longest learner curve of the three components of image quality. This finding has previously not been reported and provides a more nuanced understanding of psychomotor skill learning for novices. Learners might benefit from educators paying particular attention to optimizing the unique tomographic axis for each organ system.
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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.