Evidence map›Paper›PMID 42071070›Full record

ArticleJournal of robotic surgery2026

How do new arthroplasty surgeons incorporate technology into their practice?

Laith Bahlouli, Olivia Schaffer, Thomas Bieganowski, Anzar Sarfraz, Farouk Khury, Ran Schwarzkopf, Vinay K Aggarwal, Joshua C Rozell

Abstract read
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. 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.

Laith BahlouliDepartment of Orthopedic Surgery, NYU Langone Health, New York, NY, USA.
Olivia SchafferDepartment of Orthopedic Surgery, NYU Langone Health, New York, NY, USA.
Thomas BieganowskiDepartment of Orthopedic Surgery, NYU Langone Health, New York, NY, USA.
Anzar SarfrazDepartment of Orthopedic Surgery, NYU Langone Health, New York, NY, USA.
Farouk KhuryTechnion - Israel Institute of Technology, The Ruth and Bruce Rappaport Faculty of Medicine, Haifa, Israel. farouk.khury@technion.ac.il.
Ran SchwarzkopfDepartment of Orthopedic Surgery, NYU Langone Health, New York, NY, USA.
Vinay K AggarwalDepartment of Orthopedic Surgery, NYU Langone Health, New York, NY, USA.
Joshua C RozellDepartment of Orthopedic Surgery, NYU Langone Health, New York, NY, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The use of technology in adult reconstruction (AR) reflects a balance of perceived utility, workflow considerations, and training exposure. This study evaluated whether exposure to technology during residency and fellowship training influences early-career AR surgeons’ utilization of and attitudes towards technology in total joint arthroplasty (TJA). An online survey was distributed to a nationwide cohort of 51 AR surgeons who completed fellowship between 2011 and 2022 at 13 U.S. programs. Survey items assessed exposure to technology during training, utilization, and perceived impact of technology on clinical practice. 36 surgeons (71%) reported using technology in fewer than half their training cases (< 50% group), while 15 (29%) reported use in the majority of cases (> 50% group). Most surgeons (88%) reported access to technology in their current practice, with no statistically significant difference between training exposure groups (p = 0.999). Similarly, among those with access, most surgeons (78%) reported using technology in their current practice, with no statistically significant difference between training groups (p = 0.238). However, surgeons with greater exposure rated the importance of technology in TJA and its impact on patient outcomes significantly higher (p = 0.003 for both). Greater exposure to technology during training was thus associated with higher perceived value, though no significant differences in access or utilization in early practice were observed.

Indexed as

Arthroplasty, ReplacementAttitude of Health PersonnelRobotic Surgical ProceduresSurgeonsAdultFemaleHumansInternship and ResidencyMaleSurveys and QuestionnairesUnited StatesAdult reconstructionRobotSurveyTechnology

Identifiers

PMID42071070
PMCPMC13136190

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.