Evidence map›Paper›PMID 42474909›Full record

ArticleJournal of robotic surgery2026

Mapping the global landscape of robot-assisted hernia surgery research: a bibliometric analysis.

Linru Yang, Jin Liu, Chenglou Zhu

Abstract read
PubMed Publisher
In one paragraph

Article in Journal of robotic surgery, 2026. 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

3 authors.

Linru YangFirst Clinical Medical College, Gansu University of Chinese Medicine, Lanzhou, 730000, Gansu Province, China.
Jin LiuFirst Clinical Medical College, Gansu University of Chinese Medicine, Lanzhou, 730000, Gansu Province, China.
Chenglou ZhuCentral laboratory, Clinical Medical Research Center, Linyi People's Hospital, Shandong Second Medical University, Linyi, 276000, Shandong Province, China. zhuchenglou@hotmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

To characterize the worldwide body of literature on robot-assisted hernia surgery through bibliometric and scientometric approaches, and to clarify its publication trajectory, influential contributors, collaborative structure, and evolving research priorities. The Web of Science Core Collection was queried in the SCIE and SSCI indexes for English-language articles and reviews published between 2005 and 2025. The search combined robot-related terms with hernia-related terms. After eligibility assessment, 1,402 records were retained. The dataset was exported on April 30, 2026. CiteSpace, VOSviewer, and R software were used to examine annual trends, country and institutional collaborations, author networks, keyword co-occurrence and clustering, reference co-citation patterns, and citation bursts. The final dataset comprised 1,402 publications and showed sustained growth in both output and citation impact, with a clear acceleration after 2016. The United States was the leading contributor, producing 773 publications and receiving 13,555 citations, followed by Italy, China, the United Kingdom, Germany, and Japan. The literature appeared in 56 journals, among which Surgical Endoscopy and Other Interventional Techniques had the largest contribution and the greatest citation impact. After institutional name harmonization, Cleveland Clinic was the most productive institution, and a limited group of authors accounted for a considerable share of the literature. Keyword-based analyses highlighted abdominal wall hernia, incisional hernia, and systematic review as central thematic areas. Co-citation and burst results suggested that the field has moved beyond early technical feasibility toward comparative outcomes and guideline-oriented evidence, while keyword-based findings showed early signals of attention to artificial intelligence (AI) and intelligent surgical platforms. Research on robot-assisted hernia surgery has increased markedly during the last two decades, accompanied by a gradual change in thematic emphasis. Scientific activity remains concentrated in several countries, institutions, and core author groups. At present, the literature is dominated by abdominal wall reconstruction and clinical outcome evaluation, while emerging keyword patterns point to early interest in AI-assisted technologies, technical refinement, and stronger clinical evidence.

Indexed as

BibliometricsHerniorrhaphyRobotic Surgical ProceduresHumansBibliometricsHerniaKnowledge mappingRobot-assisted surgeryVisualization Analysis

Identifiers

What OpenQuestion holds

Textmetadata
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.