Evidence map›Paper›PMID 42540453›Full record

ArticleHealth science reports2026

The Association Between Online Education and Mental Health Among Medical Students During the COVID-19 Pandemic: A Cross-Sectional Study.

Nastaran Kazemirad, Atefeh Mohammad Jafari Dokesh, Nahid Lorzadeh, Roya Vaziri-Harami

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Article in Health science reports, 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

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

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Nastaran KazemiradSchool of Medicine Tehran University of Medical Sciences Tehran Iran.ORCID https://orcid.org/0000-0002-9446-8506
Atefeh Mohammad Jafari DokeshDepartment of Psychiatry, School of Medicine, Roozbeh Hospital Tehran University of Medical Sciences Tehran Iran.ORCID https://orcid.org/0000-0001-8372-3180
Nahid LorzadehFaculty of Medicine, Department of Obstetrics and Gynecology Lorestan University of Medical Sciences Khoramabad Iran.ORCID https://orcid.org/0000-0002-2644-4166
Roya Vaziri-HaramiBehavioral Science Research Center Shahid Beheshti University of Medical Sciences Tehran Iran.ORCID https://orcid.org/0000-0002-2875-4512

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background and Aims: This study aimed to examine associations between mental health symptoms and several pandemic-related experiences specifically online education, social isolation, financial concerns, and health anxieties among medical students during the coronavirus disease-2019 (COVID-19) pandemic. Due to the cross-sectional design and the absence of a pre-pandemic or contemporaneous in-person comparison group, causal relationships cannot be established, and the associations of online education cannot be isolated from the broader pandemic context. Methods: This cross-sectional study was conducted at Tehran University of Medical Sciences during the COVID-19 pandemic. The sampling frame comprised all basic sciences and physiopathology medical students ( Results: 330 medical students participated in the study, of whom 137 (41.5%) were female and 193 (58.5%) were male. Clinical screening revealed that 26.5% of participants had minimal or no symptoms, while 46.8% had mild depression, 17.3% had moderate depression, and 9.4% had severe depression. For analytical comparison, when combining minimal and mild severities, 73.3% presented with minimal/mild depression. Additionally, 4.2% had mild stress, 91.5% had moderate stress, and 4.2% had severe anxiety. Conclusion: Several factors, including a history of psychiatric illness, lack of private study space, fear of social isolation, health-related anxiety, dissatisfaction with virtual classes, poor internet access, and financial concerns, were significantly associated with depression and/or perceived stress among medical students during the COVID-19 pandemic. Given the cross-sectional design and the absence of multivariable adjustment, these findings should be interpreted strictly as descriptive, unadjusted associations rather than independent predictors. The results highlight exploratory areas that may warrant further confirmatory investigation.

Indexed as

anxietyCOVID‐19depressionmental healthonline educationpandemic

Identifiers

PMID42540453
PMCPMC13426010

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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.