Evidence map›Paper›PMID 33512565›Full record

ArticleWorld journal of surgery2021

Multidimensional Analyses of the Learning Curve of Endoscopic Thyroidectomy.

Tsung-Jung Liang, Chung-Yu Tsai, Shiuh-Inn Liu, I-Shu Chen

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Article in World journal of surgery, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing 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

12 citing papers in PubMed.

  1. Designing self-assessment tools for learning five instrumental clinical procedures in ENT: A modified Delphi consensus approach.European archives of oto-rhino-laryngology : official journal of the European Federation of Oto-Rhino-Laryngological Societies (EUFOS) : affiliated with the German Society for Oto-Rhino-Laryngology - Head and Neck Surgery · 2026
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  12. Transoral thyroidectomy-learning curve.Archives of endocrinology and metabolism · 2021
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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

4 authors.

Tsung-Jung LiangDivision of General Surgery, Department of Surgery, Zuoying District, Kaohsiung Veterans General Hospital, No. 386, Dazhong 1st Rd, Kaohsiung, 81362, Taiwan.
Chung-Yu TsaiDivision of General Surgery, Department of Surgery, Zuoying District, Kaohsiung Veterans General Hospital, No. 386, Dazhong 1st Rd, Kaohsiung, 81362, Taiwan.
Shiuh-Inn LiuDivision of General Surgery, Department of Surgery, Zuoying District, Kaohsiung Veterans General Hospital, No. 386, Dazhong 1st Rd, Kaohsiung, 81362, Taiwan.
I-Shu ChenDivision of General Surgery, Department of Surgery, Zuoying District, Kaohsiung Veterans General Hospital, No. 386, Dazhong 1st Rd, Kaohsiung, 81362, Taiwan. nugaticc@gmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundEndoscopic thyroidectomy has comparable surgical outcomes and superior cosmetic satisfaction to open thyroidectomy. However, steep learning curve is a concern. This study evaluated the learning curve of endoscopic thyroidectomy using various parameters and statistical methods.

methodsA total of 90 consecutive patients who underwent endoscopic thyroidectomy using bilateral axillo-breast approach (BABA) between March 2016 and April 2020 were enrolled. Operative time, postoperative drainage amount, and blood loss were assessed by cumulative sum (CUSUM) analysis and moving average to evaluate the learning curve.

resultsUsing the CUSUM analysis, the peak point of both operative time and drainage amount occurred at the 30th case. No clear single peak was identified in the CUSUM plot for blood loss. The moving average also showed significant reduction in operative time and drainage amount after, approximately, the first 30 cases. The blood loss decreased after the 25th case. We therefore divided the patients into 2 phases: phase 1 (1-30 cases) and phase 2 (31-90 cases). The operative time, drainage amount, and blood loss decreased significantly in the phase 2 compared with phase 1. Lower pain score in first postoperative day and shorter hospital stay were also observed in the phase 2. Although the reduction in transient hypoparathyroidism did not reach statistical significance, no permanent hypoparathyroidism was noted in the phase 2.

conclusionsThe learning curve for endoscopic thyroidectomy is approximately 30 cases. Aside from the operative time, drainage amount may also serve as a surrogate for the learning curve evaluation.

Indexed as

Learning CurveThyroidectomyBreastEndoscopyHumansOperative TimePostoperative ComplicationsRetrospective Studies

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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.