Evidence map›Paper›PMID 41654598›Full record

ArticleScientific reports2026

Latent profile analysis and predictive factors of learned helplessness among nursing students in clinical practice.

Xiaoxiao Li, Yanyan Jiao, Qinqin Liu, Zhongqiang Guo, Yihan Liu, Lili Jia, Chaoran Chen

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In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
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1 · What the graph read from it

What it found

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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.

2 · The registry

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3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

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4 · The record

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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

7 authors.

Xiaoxiao LiZhengzhou University of Industrial Technology, Zhengzhou, 451100, China.
Yanyan JiaoThe Third Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, China.
Qinqin LiuSchool of Nursing and Health, Henan University, Kaifeng, 475004, China.
Zhongqiang GuoSchool of Nursing and Health, Henan University, Kaifeng, 475004, China.
Yihan LiuZhengzhou Tourism College, Zhengzhou, 451464, China.
Lili JiaZhengzhou University of Industrial Technology, Zhengzhou, 451100, China.
Chaoran ChenSchool of Nursing and Health, Henan University, Kaifeng, 475004, China. kfccr@126.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Existing research on learned helplessness among nursing interns often overlooks group heterogeneity and fails to explore its relationships with the clinical learning environment and self-esteem. A convenience sample of 381 nursing interns completed standardized questionnaires assessing their demographic characteristics, learned helplessness, clinical learning environment, and self-esteem. Latent profile analysis revealed three distinct profiles of learned helplessness among the nursing interns: "Low Helplessness-Low Hopelessness" (n = 127, 33.3%), "High Helplessness-Low Hopelessness" (n = 172, 45.2%), and "High Helplessness-High Hopelessness" (n = 82, 21.5%). Multivariate logistic regression analysis revealed that male gender, current pursuit of a bachelor's degree, and working 4-6 night shifts during the past month were significantly associated with the "High Helplessness-Low Hopelessness" profile (OR = 5.113, 8.796, and 3.207, respectively). Holding an associate degree was significantly associated with the "High Helplessness-High Hopelessness" profile (OR = 7.221). Conversely, positive family relationships and fewer night shifts (0-3) during the past month were significantly associated with the "Low Helplessness-Low Hopelessness" profile (OR = 0.071 and 0.253, respectively). Additionally, a positive work atmosphere, individualized teaching, and high self-esteem were significantly associated with low levels of learned helplessness (OR = 0.850, 0.826, and 0.834, respectively; all p values < 0.05). Given the substantial proportion of interns in the "High Helplessness-Low Hopelessness" group, universities and hospitals should develop targeted educational strategies to effectively reduce learned helplessness among nursing interns.

Indexed as

Helplessness, LearnedStudents, NursingAdultFemaleHumansMaleSelf ConceptSurveys and QuestionnairesYoung AdultLatent profile analysisLearned helplessnessNursing internsPredictive factor

Identifiers

PMID41654598
PMCPMC12887019

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.