Evidence map›Paper›PMID 41585273›Full record

ArticleFrontiers in medicine2025

Blended learning course for ultrasound-guided diagnostic skills: a design-based research study.

Rashmi Ramachandran, Nishkarsh Gupta, Kritika Sharma, Mohit Kumar Joshi, Suhani, Karan Madan, Saurabh Mittal, Satyavir Yadav, Aseem B, Niraj Kumar and 4 more

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

14 authors.

Rashmi RamachandranDepartment of Anaesthesiology, Pain Medicine and Critical Care, All India Institute of Medical Sciences, New Delhi, India.
Nishkarsh GuptaDepartment of Onco-Anaesthesia and Palliative Medicine, Dr BRA IRCH, All India Institute of Medical Sciences, New Delhi, India.
Kritika SharmaDepartment of Anaesthesiology, Pain Medicine and Critical Care, All India Institute of Medical Sciences, New Delhi, India.
Mohit Kumar JoshiDepartment of Surgical Disciplines, All India Institute of Medical Sciences, New Delhi, India.
SuhaniDepartment of Surgical Disciplines, All India Institute of Medical Sciences, New Delhi, India.
Karan MadanDepartment of Pulmonary, Critical Care and Sleep Medicine, All India Institute of Medical Sciences, New Delhi, India.
Saurabh MittalDepartment of Pulmonary, Critical Care and Sleep Medicine, All India Institute of Medical Sciences, New Delhi, India.
Satyavir YadavDepartment of Cardiology, All India Institute of Medical Sciences, New Delhi, India.
Aseem BDepartment of Cardiology, All India Institute of Medical Sciences, New Delhi, India.
Niraj KumarDepartment of Neuroanaesthesiology and Critical Care, All India Institute of Medical Sciences, New Delhi, India.
Sanjeev KumarDepartment of Cardiovascular Radiology and Endovascular Interventions, All India Institute of Medical Sciences, New Delhi, India.
Niraj Nirmal PandeyDepartment of Cardiovascular Radiology and Endovascular Interventions, All India Institute of Medical Sciences, New Delhi, India.
Anju GuptaDepartment of Anaesthesiology, Pain Medicine and Critical Care, All India Institute of Medical Sciences, New Delhi, India.
Ambuj RoyDepartment of Cardiology, All India Institute of Medical Sciences, New Delhi, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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

blended learningdesign-based researchinstructional designmedical education researchultrasound education

Identifiers

PMID41585273
PMCPMC12827114

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Registered trials

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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.