Evidence map›Paper›PMID 42637941›Full record

Trial reportSurgical endoscopy2026

Smart glasses-assisted telementoring in inguinal hernia repair: a new frontier in surgical training?

Cristina Carruezzo, Marta Goglia, Chiara D'Alterio, Roberto Santoro, Angelo Goglia, Antonio Bovino, Manuela Brighi, Domenico Giannotti

Abstract readRandomized Controlled Trial
In one paragraph

Trial report in Surgical endoscopy, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

8 authors.

Cristina CarruezzoDepartment of Surgery Pietro Valdoni, Sapienza University of Roma, Rome, Italy.
Marta GogliaDepartment of Medical Surgical Sciences and Translational Medicine, Faculty of Medicine and Psychology, Sapienza University of Rome, Via Di Grottarossa 1035, 00189, Rome, Italy. marta.goglia@uniroma1.it.ORCID http://orcid.org/0000-0002-3763-8847
Chiara D'AlterioDepartment of Surgery Pietro Valdoni, Sapienza University of Roma, Rome, Italy.
Roberto SantoroDepartment of General Oncological Surgery, Santa Rosa Hospital, Viterbo, Italy.
Angelo GogliaDepartment of General Oncological Surgery, Santa Rosa Hospital, Viterbo, Italy.
Antonio BovinoDepartment of General Oncological Surgery, Santa Rosa Hospital, Viterbo, Italy.
Manuela BrighiDepartment of General Oncological Surgery, Santa Rosa Hospital, Viterbo, Italy.
Domenico GiannottiDepartment of General Oncological Surgery, Santa Rosa Hospital, Viterbo, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundRecent challenges in surgical training, including the COVID-19 pandemic, staff shortages, and service centralization, have accelerated the adoption of telemedicine technologies. Among these, smart glasses-assisted telementoring enables real-time, bidirectional interaction between mentor and mentee, potentially improving surgical performance and learning outcomes. This study aimed to evaluate the efficacy and educational impact of smart glasses-assisted telementoring in open inguinal hernia repair.

methodsThis prospective, randomized pilot study was conducted at the Department of General Oncological Surgery, Santa Rosa Hospital, Viterbo (Italy) from January 2024 to June 2024. Forty-five elective open inguinal hernia repairs were performed by three general surgery residents at a comparable level of their learning curve. Procedures were randomly assigned to one of three groups composed of passive assistance only, on-site mentoring and telementoring (Vuzix M400) group. Surgical and postoperative data were collected and stored for analysis.

resultsProcedural accuracy was significantly higher in the mentoring settings, particularly for local anesthesia administration (Group 1: 26.7%, Group 2: 80%, and Group 3: 93.3%; p = 0.001) and spermatic cord isolation (Group 1: 60%, Group 2: 86.7%, and Group 3: 100%; p = 0.014). Mean operative times were 45.33 ± 12.88, 44.00 ± 11.21, and 60.66 ± 14.37 min in groups 1-2-3, respectively (p = 0.003). No statistically significant differences were detected in postoperative pain (VAS at 3 h, 24 h, and 7 days), hematoma formation, or readmissions; however, the study was not powered to assess differences in postoperative complications. Among the fifteen telementored procedures, mentees reported that telementoring influenced surgical decision-making in 93.3% of cases and consistently improved both perceived safety and self-confidence (100%), without any reported increase in anxiety or discomfort.

conclusionsSmart glasses-assisted telementoring demonstrated encouraging educational potential as a feasible approach for surgical training. These preliminary findings require confirmation in larger adequately powered studies.

Indexed as

Hernia, InguinalHerniorrhaphyMentoringSmart GlassesAgedClinical CompetenceFemaleHumansInternship and ResidencyMaleMiddle AgedPilot ProjectsProspective StudiesTelemedicineInguinal herniaSmart glassesSurgical educationSurgical trainingTelementoringWearable technology

Identifiers

PMID42637941
PMCPMC13582260

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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.