Evidence map›Paper›PMID 42337710›Full record

ArticleBMC public health2026

Factors associated with COVID-19 preventive behaviors among patients with hypertension and type 2 diabetes in southern Iran: a structural equation modeling study.

Seyed Ali Shamsnia, Narges Mobasheri, Mohammad Hossein Kaveh, Mahin Nazari, Masoud Karimi

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Article in BMC public health, 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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5 · Who and what money

Authors and funding

5 authors.

Seyed Ali ShamsniaStudent Research Committee, Department of Health Promotion and Education, School of Health, Shiraz University of Medical Sciences, P.O. Box 75541-71536, Shiraz, Iran.
Narges MobasheriStudent Research Committee, Department of Health Promotion and Education, School of Health, Shiraz University of Medical Sciences, P.O. Box 75541-71536, Shiraz, Iran.
Mohammad Hossein KavehDepartment of Health Promotion and Education, Faculty of Health, Shiraz University of Medical Sciences, P.O. Box 75541-71536, Shiraz, Iran.
Mahin NazariDepartment of Health Promotion and Education, Faculty of Health, Shiraz University of Medical Sciences, P.O. Box 75541-71536, Shiraz, Iran.
Masoud KarimiDepartment of Health Promotion and Education, Faculty of Health, Shiraz University of Medical Sciences, P.O. Box 75541-71536, Shiraz, Iran. karimeim@sums.ac.ir.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDuring the transitional phase of the COVID-19 pandemic-when vaccines were available but coverage remained low-individuals with chronic diseases such as hypertension and type 2 diabetes faced elevated risks, yet their adherence to nonpharmaceutical preventive behaviors was uneven, and the psychological determinants of this variability remained unclear. This study examined the HBM constructs as correlates of COVID-19 preventive behaviors among this high-risk population in southern Iran.

methodsA cross-sectional survey was conducted among 338 patients (mean age = 43.83 ± 9.79 years) in Kavar, Iran, using a validated HBM-based questionnaire (CVR > 0.6, CVI > 0.79, Cronbach's α = 0.65-0.92). Structural equation modeling (SEM) was performed using AMOS 24.

resultsSEM demonstrated good fit (χ

conclusionAmong the studied diabetic and hypertensive patients, practical and psychological barriers- not lack of knowledge or risk awareness-were the primary determinants of behavior. The non-significance of perceived susceptibility and self-efficacy may suggest that due to the prolonged nature of the COVID-19 pandemic, behavior was more heavily influenced by persistent structural barriers than by individual beliefs or confidence. Public health interventions should therefore prioritize reducing access-related, financial, and sociocultural barriers (e.g., mask affordability, misinformation) rather than solely promoting risk perception. These findings may offer actionable insights for epidemic preparedness strategies in similar regional low-resource settings, though validation across diverse contexts remains important.

Indexed as

COVID-19Diabetes Mellitus, Type 2Health BehaviorHypertensionPandemicsAdultCross-Sectional StudiesFemaleHealth Knowledge, Attitudes, PracticeHumansIranLatent Class AnalysisMaleMiddle AgedSARS-CoV-2Surveys and QuestionnairesCOVID-19Health Belief ModelHypertensionPerceived barriersPreventive behaviorStructural equation modelingType 2 diabetes

Identifiers

PMID42337710
PMCPMC13543369

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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.