Evidence map›Paper›PMID 41803836›Full record

ArticleBMC nursing2026

The effects of the forgetting curve in the training of knee arthroplasty surgical instrument nurses: a pilot randomized controlled trial.

Lin Zhang, Siwei Chen, Qimei Liang, Shuchen Wang, Zhanhua Han, Jingjuan Huang, Zeyong Zhang

Abstract read
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Article in BMC nursing, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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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.

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Lin Zhang *Operating Room, The First Affiliated Hospital, Guangzhou Medical University, No 151, Yanjiangxi Rd., Guangzhou, 510120, China.
Siwei Chen *Operating Room, The First Affiliated Hospital, Guangzhou Medical University, No 151, Yanjiangxi Rd., Guangzhou, 510120, China.
Qimei Liang *Operating Room, The First Affiliated Hospital, Guangzhou Medical University, No 151, Yanjiangxi Rd., Guangzhou, 510120, China.
Shuchen WangOperating Room, The First Affiliated Hospital, Guangzhou Medical University, No 151, Yanjiangxi Rd., Guangzhou, 510120, China.
Zhanhua HanOperating Room, The First Affiliated Hospital, Guangzhou Medical University, No 151, Yanjiangxi Rd., Guangzhou, 510120, China.
Jingjuan HuangOperating Room, The First Affiliated Hospital, Guangzhou Medical University, No 151, Yanjiangxi Rd., Guangzhou, 510120, China. 18825077178@163.com.
Zeyong ZhangOperating Room, The First Affiliated Hospital, Guangzhou Medical University, No 151, Yanjiangxi Rd., Guangzhou, 510120, China. iljustin189@163.com.ORCID http://orcid.org/0009-0006-6764-9797

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveThis study aimed to compare the conventional review teaching method with the forgetting curve-based teaching method in the training of novice knee replacement surgical instrument nurses.

methodFrom April 2021 to April 2024, 30 new surgical instrument nurses were enrolled and randomly divided into 2 groups (n = 15). The control group received the conventional review teaching method, while the intervention group received the forgetting curve-based teaching method, which included three reviews of knowledge and skills at 24 h, 7 days, and 30 days. The performance of the two groups was compared in terms of clinical training assessments, the satisfaction of surgeons with the cooperation of new operating room nurses, and the satisfaction of new operating room nurses with teaching.

resultCompared to before training, the clinical training assessment scores of both groups increased 1 day (from 64.33 ± 7.17 to 90.33 ± 7.18 in the intervention group and from 64.60 ± 7.31 to 85.40 ± 8.37 in the control group) and 1 month (from 64.33 ± 7.17 to 89.86 ± 7.19 in the intervention group and from 64.60 ± 7.31 to 75.33 ± 7.91 in the control group) after training (P < 0.05). In the experimental group, there was no significant difference in the clinical training assessment scores 1 day and 1 month (90.33 ± 7.18 vs. 89.86 ± 7.19, respectively) after training (P > 0.05), while the control group showed a decrease in the clinical training assessment score 1 month after training compared to 1 day after training (85.40 ± 8.37 vs. 75.33 ± 7.91) (P < 0.05). At 1 month after training, clinical training assessment scores were higher in the experimental group than in the control group (89.86 ± 7.19 vs. 75.33 ± 7.91). Compared to the control group, the experimental group exhibited a higher surgeon satisfaction score (91.44 ± 7.68 vs. 85.10 ± 8.54) (P < 0.05) and surgical instrument nurse satisfaction scores after applying the forgetting learning curve-based teaching method (P < 0.05).

conclusionIn this study, the incorporation of the forgetting curve into educational programs improved the clinical training assessment score and satisfaction score of surgical instrument nurses and increased the satisfaction score of surgeons for knee transplantation surgery.

trial registrationThis clinical trial has been retrospectively registered in the Chinese Clinical Trial Registry on February 14, 2026 (registration number ChiCTR2600119024, retrospectively registered). ( https://www.chictr.org.cn/historyversionpubEN.html?regno=ChiCTR2600119024 ). CLINICAL TRIAL NUMBER: ChiCTR2600119024.

Indexed as

Forgetting curveKnee replacement surgeryMedical equipment nurseNovice nursesOperation training

Identifiers

PMID41803836
PMCPMC13085420

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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.