Evidence map›Paper›PMID 41042398›Full record

ArticleJournal of robotic surgery2025

Team-based learning curve and cost efficiency in robot-assisted hysterectomy: a four-phase CUSUM study of 915 cases.

Ikuko Sakamoto, Takahiro Nozaki, Yoshihiko Ito, Kosuke Matsuda, Keiko Kagami

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Article in Journal of robotic surgery, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Review
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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

5 authors.

Ikuko SakamotoDepartment of Obstetrics and Gynecology, Yamanashi Central Hospital, 1-1-1 Fujimi, Yamanashi, 400-0027, Japan. I-nagata@ych.pref.yamanashi.jp.ORCID http://orcid.org/0000-0002-8990-9899
Takahiro NozakiDepartment of Obstetrics and Gynecology, Yamanashi Central Hospital, 1-1-1 Fujimi, Yamanashi, 400-0027, Japan.
Yoshihiko ItoDepartment of Obstetrics and Gynecology, Yamanashi Central Hospital, 1-1-1 Fujimi, Yamanashi, 400-0027, Japan.
Kosuke MatsudaDepartment of Obstetrics and Gynecology, Yamanashi Central Hospital, 1-1-1 Fujimi, Yamanashi, 400-0027, Japan.
Keiko KagamiDepartment of Obstetrics and Gynecology, Yamanashi Central Hospital, 1-1-1 Fujimi, Yamanashi, 400-0027, Japan.

Funding

Intuitive Foundation Grant V 20211222
6 · The paper itself

Abstract

Team learning may influence both efficiency and hospital margins in robot-assisted hysterectomy (RAH), yet phase-specific economic data remain limited. We analyzed 915 consecutive RAHs (single-center, April 2019-August 2024). A CUSUM of operative time with segmented regression identified four phases (breakpoints at cases 155, 551, 800). Outcomes included operative metrics (operative, console, docking, patient-in-room times), blood loss, Clavien-Dindo complications, and itemized direct hospital costs under Japan's DPC system; the profit margin was calculated as the profit divided by the total surgical fees. As an institutional benchmark, outcomes from 164 laparoscopic hysterectomies (LH) performed during the same period were also analyzed. Operative time rose in Phase 2 and declined thereafter; major complications (CD ≥ III) remained 0-1.3%. Median total costs decreased from ¥401,116 (Phase 1) to ¥390,035 (Phase 4), a 2.76% reduction; profit margins improved in both benign (to ~ 37%) and malignant cases (to ~ 57%). In the Mastery Phase, RAH demonstrated a higher profit margin for both benign (37.4% vs 35.5%) and malignant (56.8% vs 53.0%) cases compared to the LH benchmark. Team proficiency-beyond individual surgeon skill-was associated with shorter operative time and improved hospital margins at maturity. Findings support institutional standardization and team training to accelerate the RAH learning curve.

Indexed as

HysterectomyLearning CurvePatient Care TeamRobotic Surgical ProceduresAdultAgedCost-Benefit AnalysisFemaleHospital CostsHumansJapanLaparoscopyMiddle AgedOperative TimeCost efficiencyCUSUMRobot-assisted hysterectomySurgical safetyTeam training

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Registered trials

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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.