ArticleJAMA network open2026
Receipt of Industry Payments and Surgeons' Adoption of Robotic-Assisted Surgery.
Article in JAMA network open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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.
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.
Who cites it
1 citing paper in PubMed.
- Pseudo-publication bias in robotic surgery: structural mapping of narrative inertia.Journal of robotic surgery · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Importance: The use of robotic-assisted surgery has increased rapidly despite limited evidence of superior outcomes over more established surgical approaches such as laparoscopy. Objective: To evaluate whether and to what extent surgeons' financial relationships with industry are associated with the use of robotic-assisted surgery. Design, Setting, and Participants: In this cohort study, fee-for-service Medicare claims (January 1, 2011, to December 31, 2021) for patients undergoing 1 of 4 common surgical operations (bariatric surgery, cholecystectomy, colectomy, or ventral hernia repair) were linked to surgeon-level Open Payments data on receipt of industry payments from a large robotic surgical device company. Data were analyzed from April to August 2025. Exposure: Receipt of a direct industry payment from a robotic-assisted surgical device company. Main Outcome and Measures: Each surgeon's use of robotic-assisted surgery as a proportion of all surgeries performed by that surgeon. A staggered difference-in-differences (DID) approach was used to isolate the association of industry payments with the proportional use of robotic-assisted surgery among surgeons who received payment compared with control surgeons who never received a payment. Results: Among 20 313 surgeons (mean [SD] age, 50.7 [10.2] years; 86.2% male) performing 886 385 surgeries, 5933 (29.2%) received at least 1 industry payment. Receipt of an industry payment was associated with a significant increase in the proportional use of robotic-assisted surgery, with a DID estimate of 9.9 percentage points (pp) (95% CI, 9.30-10.6 pp). Results were consistent across discrete procedures (eg, DID estimate of 11.7 pp [95% CI, 9.4-13.9 pp] for bariatric surgery and 10.3 pp [95% CI, 9.4-11.4 pp] for ventral hernia repair). There was a significant dose-dependent response. For example, surgeons receiving less than $500 increased use of robotic-assisted surgery after payment from a mean of 1.5% (95% CI, 1.4%-1.6%) to 3.7% (95% CI, 3.5%-3.9%), compared with 0.4% (95% CI, 0.4%-0.5%) to 17.0% (95% CI, 16.7%-17.3%) among surgeons receiving more than $10 000. Conclusions and Relevance: In this cohort study, receipt of industry payments by surgeons was associated with increased use of robotic-assisted surgery compared with no receipt of payment, with a significant dose-dependent response. These results suggest that surgeon-industry financial relationships may be an important contributor to greater use of robotic-assisted surgery across the US.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.