Evidence map›Paper›PMID 42201437›Full record

ArticleJournal of robotic surgery2026

Robot-assisted total hip arthroplasty (THA) was associated with a shorter learning curve, greater implant accuracy, and reduced team stress than conventional THA when performed by a junior surgeon: a comparative study.

Jiayao Zhang, Jiajun Wang, Xianlong Zhang, Hengfeng Yuan

Abstract readComparative Study
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. 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

4 authors.

Jiayao ZhangDepartment of Orthopaedics, Shanghai Sixth People's Hospital, Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200233, China.
Jiajun WangDepartment of Orthopaedics, Shanghai Sixth People's Hospital, Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200233, China.
Xianlong ZhangDepartment of Orthopaedics, Shanghai Sixth People's Hospital, Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200233, China.
Hengfeng YuanDepartment of Orthopaedics, Shanghai Sixth People's Hospital, Affiliated to Shanghai Jiao Tong University School of Medicine, Shanghai, 200233, China. yuanhf@shsmu.edu.cn.

Funding

National Natural Science Foundation of China 82372481
6 · The paper itself

Abstract

Both conventional and robot-assisted total hip arthroplasty (THA) require a learning curve, and surgical team stress may vary with accumulated experience. This study aimed to define the learning curve of junior surgeons performing conventional and robot-assisted THA, and to compare implant-positioning outcomes and surgical team stress between the two approaches. We included patients who underwent THA performed by a junior joint surgeon between January 2025 and July 2025. Patients were allocated to either the robot-assisted THA (R-THA) group or the conventional THA (C-THA) group. The learning curve was assessed using cumulative summation (CUSUM) analysis of operative time. Implant positioning was evaluated using cup inclination and anteversion, Lewinnek's safe zone attainment, difference in femoral offset (ΔFO), and leg length discrepancy (LLD). Preoperative anxiety of the primary surgeon and intraoperative stress of the surgical team were assessed using the State-Trait Anxiety Inventory (STAI) and the Surgery Task Load Index (SURG-TLX), respectively. The primary outcome was the learning curve, with secondary outcomes being between-group comparisons and exploratory outcomes consisting of phase-based comparisons after stratifying both groups into learning and proficiency phases. A total of 50 patients were included in the R-THA group and 49 in the C-THA group. CUSUM analysis showed learning curve lengths of 21 cases in the R-THA group and 26 cases in the C-THA group. Compared with the C-THA group, the R-THA group showed smaller LLD, cup anteversion closer to the planned 20°, a higher proportion of cups within the Lewinnek's safe zone, and lower STAI and SURG-TLX scores for the primary surgeon, first assistant, and second assistant. Exploratory analyses showed that, during the learning phase, the R-THA group achieved cup anteversion closer to the planned 20° than the C-THA group. During the proficiency phase, the R-THA group demonstrated a higher proportion of cups within the Lewinnek's safe zone and lower SURG-TLX scores. After the learning phase, both groups showed reductions in STAI and SURG-TLX scores. For the junior surgeon, the learning curves were 21 cases for robot-assisted THA and 26 cases for conventional THA. Compared with conventional THA, robot-assisted THA may be associated with more favorable implant positioning and lower surgical team stress.

Indexed as

Arthroplasty, Replacement, HipClinical CompetenceLearning CurveOccupational StressRobotic Surgical ProceduresSurgeonsAgedFemaleHumansMaleMiddle AgedOperative TimePatient Care TeamJunior surgeonLearning curveRobot-assistedSurgical stressTotal hip arthroplasty

Identifiers

What Socratic 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 Socratic graph.