Evidence map›Paper›PMID 41269502›Full record

Article3D printing in medicine2025

Research hotspots and frontier trends in the field of 3D printing in medical education from 2010 to 2025: a bibliometric analysis.

Dingyuan Jiang, Nani Li, Ke Wang, Kui Duan, Jia Yang, Jing Zhang, Xueming Chen

Abstract read
In one paragraph

Article in 3D printing 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. Review
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

7 authors.

Dingyuan JiangDepartment of Spinal Surgery, Zhuzhou 331 Hospital, Zhuzhou, China. jdy9180@163.com.
Nani LiDepartment of Science & Education, Zhuzhou 331 Hospital, Zhuzhou, China.
Ke WangDepartment of Spinal Surgery, Zhuzhou 331 Hospital, Zhuzhou, China.
Kui DuanDepartment of Spinal Surgery, Zhuzhou 331 Hospital, Zhuzhou, China.
Jia YangDepartment of Spinal Surgery, Zhuzhou 331 Hospital, Zhuzhou, China.
Jing ZhangDepartment of Spinal Surgery, Zhuzhou 331 Hospital, Zhuzhou, China.
Xueming ChenDepartment of Spinal Surgery, Zhuzhou 331 Hospital, Zhuzhou, China. cxm4061@163.com.

Funding

Hunan Province Natural Science Foundation - Provincial and Municipal Joint Fund 2021JJ50066Hunan Province's Inclusive Policy and Innovation Environment Construction Plan - Clinical Medical Technology Innovation Guidance Project 2021SK53902
6 · The paper itself

Abstract

backgroundThree-dimensional (3D) printing is transforming medical education through the production of highly accurate anatomical models and personalised surgical training tools. Despite its growing influence, comprehensive bibliometric assessments in this domain remain scarce. This study aims to map the intellectual landscape and research trends of 3D printing in medical education from 2010 to 2025, offering evidence-based guidance for future innovation.

methodsA systematic literature search was conducted in Web of Science Core Collection and PubMed for original articles and reviews related to 3D printing in medical education. CiteSpace was employed to construct and visualise collaboration, co-occurrence, and co-citation networks.

resultsThe study included 302 articles from 96 institutions across 49 countries. The United States of America led in publication output, followed by China and Australia. Curtin University, the University of Toronto, and Mayo Clinic were the top three publishing institutions. The most prolific author published 11 papers, while the highest number of cited author as defined by co-citation analysis was 79. "Anatomical Sciences Education" was the most published-in and cited journal. The co-citation network analysis identified 12 thematic clusters-spanning medical modelling, anatomical education, and biomechanical testing-interconnected through pivotal high-centrality publications, illustrating the interdisciplinary expansion and evolving applications of 3D printing in medical education. Keyword analysis identified three major research hotspots: skill development and pedagogical validation, clinical surgical planning and doctor-patient communication, and emerging technologies with cross-disciplinary integration.

conclusionThis bibliometric analysis highlights an ongoing paradigm shift in 3D printing for medical education-from initial technical exploration toward rigorous validation of educational efficacy. Current research hotspots encompass anatomical modelling, surgical simulation, and AI/AR integration. However, persistent challenges such as limited dynamic simulation capabilities, high costs, and the absence of standardised assessment frameworks hinder progress. To realise meaningful educational transformation, strengthened interdisciplinary collaboration and technological innovation are essential to advance beyond technical demonstration toward tangible pedagogical improvement. CLINICAL TRIAL NUMBER: Not applicable.

Indexed as

3D printingBibliometric analysisCitespaceMedical educationVisual analytics

Identifiers

PMID41269502
PMCPMC12639907

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.