Evidence map›Paper›PMID 41561076›Full record

ArticleJournal of nursing management2026

Psychometric Properties of the Mandarin Version of the Quality Improvement Self-Efficacy Inventory Among the Nurses: A Methodological Study.

Nuoyan Zhang, Xiaoxiao Zhang, Zhaonan Wang, Yuting Feng, Hangjie Lian, Haoquan Han, Xinyu Bai, Yaqi Huang, Yulu Wang, Yue Zhao and 1 more

Erratum issuedAbstract read
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Article in Journal of nursing management, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

11 authors.

Nuoyan ZhangIntelligent Nursing Research Center, Tianjin Medical University, Tianjin, China, tijmu.edu.cn.ORCID https://orcid.org/0009-0003-7903-6398
Xiaoxiao ZhangIntelligent Nursing Research Center, Tianjin Medical University, Tianjin, China, tijmu.edu.cn.ORCID https://orcid.org/0009-0009-9424-8480
Zhaonan WangTianjin Medical University General Hospital, Tianjin, China, tjmugh.com.cn.ORCID https://orcid.org/0009-0005-2237-0883
Yuting FengIntelligent Nursing Research Center, Tianjin Medical University, Tianjin, China, tijmu.edu.cn.ORCID https://orcid.org/0009-0005-4093-0733
Hangjie LianIntelligent Nursing Research Center, Tianjin Medical University, Tianjin, China, tijmu.edu.cn.ORCID https://orcid.org/0009-0005-7387-5590
Haoquan HanIntelligent Nursing Research Center, Tianjin Medical University, Tianjin, China, tijmu.edu.cn.ORCID https://orcid.org/0009-0007-8221-4721
Xinyu BaiIntelligent Nursing Research Center, Tianjin Medical University, Tianjin, China, tijmu.edu.cn.ORCID https://orcid.org/0009-0005-1873-3223
Yaqi HuangSchool of Nursing, The Hong Kong Polytechnic University, Hong Kong, China, polyu.edu.hk.ORCID https://orcid.org/0000-0002-5068-2340
Yulu WangIntelligent Nursing Research Center, Tianjin Medical University, Tianjin, China, tijmu.edu.cn.ORCID https://orcid.org/0000-0003-3588-7783
Yue ZhaoIntelligent Nursing Research Center, Tianjin Medical University, Tianjin, China, tijmu.edu.cn.ORCID https://orcid.org/0000-0003-1778-1387
Qi LuIntelligent Nursing Research Center, Tianjin Medical University, Tianjin, China, tijmu.edu.cn.ORCID https://orcid.org/0000-0002-4901-3449

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Quality improvement is crucial for improving healthcare systems and providing high-quality, safe care for patients. Accurate assessment of nurses' quality improvement knowledge and skills is necessary to integrate quality improvement into nursing practice. The Quality Improvement Self-Efficacy Inventory measures nurses' knowledge and skills in quality improvement. Objectives: To translate the Quality Improvement Self-Efficacy Inventory into Mandarin and evaluate its psychometric properties among nurses. Design: A Methodological Study. Setting: At a tertiary hospital in Tianjin, China, between January and April 2023. Participants: A total of 436 nurses participated in the psychometric evaluation, and 9 nurses participated in the cognitive interviews. Methods: The Quality Improvement Self-Efficacy Inventory was translated into Mandarin using Brislin's translation model. Item analysis was conducted using extreme group, correlation coefficient, corrected item-total correlation and Cronbach's alpha coefficient methods. Both exploratory and confirmatory factor analyses were employed to determine the factor structure and evaluate the proposed model. A likelihood ratio test and power analysis were combined to test hypotheses regarding the model fit. Structural, convergent and discriminant validity were assessed. Reliability was evaluated using internal consistency and test-retest reliability. Results: The Mandarin-Quality Improvement Self-Efficacy Inventory consists of 10 items, all exhibiting sufficient homogeneous and good discrimination abilities (coefficient of variance = 0.233-0.306; critical ratio = 17.943-25.348; corrected item-total correlation = 0.769-0.877). Exploratory factor analysis revealed a new two-factor structure, with a total variation of 74%. Confirmatory factor analysis indicated good model fit indices for the new two-factor and original four-factor models. The new two-factor structure and original four-factor structure were considered valid based on the results from the likelihood ratio test and power analysis. The composite reliability and average variance extracted indicate good convergent and discriminant validity. Internal consistency (Cronbach's alpha coefficient = 0.947) and test-retest reliability (intraclass correlation coefficient = 0.807) of the Mandarin-Quality Improvement Self-Efficacy Inventory were excellent. Conclusions: The Mandarin-Quality Improvement Self-Efficacy Inventory, encompassing both the new two-factor structure version (Mandarin-Quality Improvement Self-Efficacy Inventory-2) and the original four-factor structure version (Mandarin-Quality Improvement Self-Efficacy Inventory-4), proved to be a reliable, effective, stable and relatively concise measurement instrument. The Mandarin-Quality Improvement Self-Efficacy Inventory-2 can serve as a practical instrument to assess Chinese nurses' quality improvement knowledge and skills. The Mandarin-Quality Improvement Self-Efficacy Inventory-4 can be used to investigate cross-cultural measurement invariance in future studies. Two recommendations were proposed as a methodological reference for factor structure research in the development, translation and psychometric evaluation of measurement instruments.

Indexed as

NursesPsychometricsQuality ImprovementSelf EfficacyAdultChinaFemaleHumansMaleMiddle AgedReproducibility of ResultsSurveys and QuestionnairesTranslatingnursepower analysispsychometric propertiesQuality Improvement Self-Efficacy Inventory

Identifiers

PMID41561076
PMCPMC12814861

What OpenQuestion holds

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LicenceCC BY
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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.