Evidence map›Paper›PMID 42615264›Full record

ArticleJournal of nursing management2026

Development and Validation of the Health Belief Model-Based Occupational Exposure Risk Perception Scale for Nursing Staff.

Lingyun Tian, Qi Qin, Mengyuan Liu, Xinyu Feng, Zhenhuan Cao, Yinglan Li, Jing Jiang

Abstract read
In one paragraph

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. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
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

7 authors.

Lingyun TianDepartment of Health Management Center, The First Affiliated Hospital of USTC, Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei, Anhui, China, ustc.edu.cn.ORCID https://orcid.org/0000-0002-4849-5677
Qi QinSchool of Nursing, Bengbu Medical University, Bengbu, Anhui, China, bbmc.edu.cn.ORCID https://orcid.org/0009-0001-4568-4632
Mengyuan LiuXiangya School of Nursing, Central South University, Changsha, Hunan, China, csu.edu.cn.ORCID https://orcid.org/0009-0005-8127-3549
Xinyu FengSchool of Nursing, The Hong Kong Polytechnic University, Hong Kong, China, polyu.edu.hk.ORCID https://orcid.org/0000-0002-2578-6906
Zhenhuan CaoSchool of Nursing, Bengbu Medical University, Bengbu, Anhui, China, bbmc.edu.cn.ORCID https://orcid.org/0009-0008-3497-6067
Yinglan LiTeaching and Research Section of Clinical Nursing, Xiangya Hospital of Central South University, Changsha, Hunan, China, csu.edu.cn.ORCID https://orcid.org/0009-0009-4964-445X
Jing JiangXiangya School of Nursing, Central South University, Changsha, Hunan, China, csu.edu.cn.ORCID https://orcid.org/0009-0008-0489-2217

Funding

National Natural Science Foundation of China 72304261
6 · The paper itself

Abstract

backgroundNursing staff frequently encounter serious occupational exposure risks that may adversely affect both their physical well-being and mental health. Their awareness of these risks plays a pivotal role in shaping protective behaviors and influencing how they recognize and respond to workplace hazards. However, existing assessment tools have several limitations, including a lack of robust theoretical foundation and an inability to reflect the complexity of contemporary clinical environments.

methodsThis multiphase study developed and validated a scale based on the Health Belief Model (HBM). The process included a structured literature review for item generation, a two-round Delphi consultation, a pilot survey (400 nurses) with exploratory factor analysis (EFA), and a cross-sectional validation sample (1250 nurses) using confirmatory factor analysis (CFA). Reliability was assessed using Cronbach's alpha and the Spearman-Brown split-half coefficient.

resultsThe final scale comprised 32 items organized into five theoretically grounded dimensions: perceived susceptibility, perceived severity, perceived benefits, perceived barriers, and self-efficacy. The results of EFA and CFA supported the proposed five-factor model. Fit indices suggested an acceptable model fit: chi-square/df = 2.941; RMSEA = 0.039; CFI = 0.974; NFI = 0.961; IFI = 0.974. The overall Cronbach's alpha was 0.927. The total Spearman-Brown split-half coefficient was 0.659, and dimension-level coefficients ranged from 0.832 to 0.937.

conclusionThe proposed HBM-based Occupational Exposure Risk Perception Scale (HBM-OERPS) showed initial validity evidence and good internal consistency for assessing nurses' perceptions of occupational hazards within an HBM framework. NURSING IMPLICATIONS: The HBM-OERPS provides an effective tool for future assessment of occupational exposure risk beliefs among nursing staff. This approach assists in identifying domain-specific risk-belief deficits and guides the design of targeted occupational safety education, resource allocation, and management strategies.

Indexed as

Health Belief ModelOccupational ExposurePerceptionPsychometricsAdultCross-Sectional StudiesFactor Analysis, StatisticalFemaleHumansMaleMiddle AgedReproducibility of ResultsRisk AssessmentSurveys and QuestionnairesWorking ConditionsHealth Belief Modelnursing staffoccupational exposurerisk perceptionscale development

Identifiers

PMID42615264
PMCPMC13487696

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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.