Evidence map›Paper›PMID 42100228›Full record

ArticleAdvances in medical education and practice2026

Adjusting Training Task Difficulty to Enhance Skill Transfer in Venipuncture: Evidence from Video Analysis.

Jinling Yang, Minghui Yi, Fei Wu, Menghui Hu, Qinxi Yao, Hangdi Zhou, Ying Xiao, Yao Zhang, Yun Wu, Bin Zheng

Abstract read
In one paragraph

Article in Advances in medical education and practice, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

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4 · The record

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5 · Who and what money

Authors and funding

10 authors.

Jinling YangMedical Integration and Practice Center, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, People's Republic of China.
Minghui YiMedical Integration and Practice Center, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, People's Republic of China.
Fei WuMedical Integration and Practice Center, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, People's Republic of China.
Menghui HuMedical Integration and Practice Center, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, People's Republic of China.
Qinxi YaoSchool of Basic Medical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, People's Republic of China.
Hangdi ZhouSchool of Basic Medical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, People's Republic of China.
Ying XiaoSchool of Basic Medical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, Shandong, People's Republic of China.
Yao ZhangSurgical Simulation Research Lab, Department of Surgery, University of Alberta, Edmonton, Alberta, Canada.
Yun WuSurgical Simulation Research Lab, Department of Surgery, University of Alberta, Edmonton, Alberta, Canada.
Bin ZhengSurgical Simulation Research Lab, Department of Surgery, University of Alberta, Edmonton, Alberta, Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: We examine the impact of modifying the difficulty level of venipuncture at different training stages on the enhancement of skill transfer. Methods: Medical students were recruited and assigned into either a control or an experimental group, both underwent 4 days of training. The control group practices venipuncture tasks under quiet and consistent environment. The experimental group were given pressures by the standardized patients or exposure to noise environment in the late training stages. The performance was videotaped. All trainees were assessed one day (Test 1) and one week (Test 2) post-training for skill transfer. Results: At Test 1, the experimental group showed significantly shorter puncture time (P = 0.042) and a near-significant trend for skin disinfection time (P = 0.055), while total task time did not differ significantly. At Test 2, the experimental group demonstrated significantly shorter total task time (P = 0.039), skin disinfection time (P = 0.023), puncture time (P = 0.035), and tourniquet banding time (P < 0.001). No significant differences were observed in overall performance scores, but doctor‑patient communications showed significant differences between groups at Test 1 (P = 0.000) and within‑group changes in the control group (P = 0.004). Conclusion: Evidence from video analysis suggests that adjusting the difficulty of training can enhance the skill transfer in the venipuncture task, primarily by improving procedural efficiency, which inspires us to explore more effective way to improve the training outcomes.

Indexed as

simulationskill acquisitionskill transfersurgical trainingvenipuncture

Identifiers

PMID42100228
PMCPMC13144288

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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.