Evidence map›Paper›PMID 41882636›Full record

ArticleBMC public health2026

Interpersonal pandemic impact: evaluating the disparate effects of COVID-19 exposure on psychological distress.

Zhaoping Shu, Zefeng Bai, Xiaodong Shang, Hengwei Zhang, Pengcheng Wang, Qiang Fu

Abstract read
In one paragraph

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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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

6 authors.

Zhaoping ShuDepartment of Healthcare-Associated Infection Management, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, Hunan, 421001, China.
Zefeng BaiWilliams School of Commerce, Economics, and Politics, Washington and Lee University, Lexington, VA, 24450, U.S.
Xiaodong ShangCardiovascular Center, Ma'anshan General Hospital of Ranger-Duree Healthcare, No.24 Hudong Road, Ma'anshan, Anhui, 243000, China.
Hengwei ZhangCenter for Information Systems and Technology, Institute of Mathematical Sciences, Claremont Graduate University, Claremont, CA, 91711, U.S.
Pengcheng WangInformation Systems and Security Department, Coles College of Business, Kennesaw State University, Kennesaw, GA, 30144, U.S.
Qiang FuDepartment of Rheumatology and Immunology, The First Affiliated Hospital, Hengyang Medical School, University of South China, Hengyang, Hunan, 421001, China. fuqiang1990621@126.com.

Funding

the Hunan Provincial Natural Science Foundation of China 2023JJ40582the Scientific Research Fund of Hunan Provincial Education Department 22C0214
6 · The paper itself

Abstract

objectivesThis study explores the association between both individuals' and their partners' COVID-19 exposure and individuals' psychological distress among U.S. adults.

methodsThis cross-sectional study used data from the 2021 cohort of the Panel Study of Income Dynamics (PSID), a nationally representative probability sample of U.S. adults. Psychological distress was measured using the validated Kessler Psychological Distress Scale (K-6), with scores ≥ 13 indicating clinically significant distress. COVID-19 exposure was defined as either a positive test result or a diagnosis (definite or probable) from a healthcare provider. Multivariate logistic regression examined associations between COVID-19 exposure patterns (self, spousal, both, or neither) and psychological distress, adjusting for demographic, socioeconomic, and health-related confounders.

resultsAmong 13,809 respondents, 3.87% (n = 534) reported clinically significant psychological distress. Individuals whose spouses had COVID-19 exposure (but they themselves did not) had 1.68 times higher odds of psychological distress compared to those with no self or spousal exposure (95% CI: 1.26–2.23, p < 0.001). Those with both self and spousal exposure had 1.59 times higher odds (95% CI: 1.27–1.99, p < 0.001). However, self-exposure alone without spousal exposure showed no significant association with distress (OR = 1.12, 95% CI: 0.86–1.45, p = 0.39).

conclusionsSpousal COVID-19 exposure is more strongly associated with psychological distress than one's own exposure alone, highlighting the interpersonal nature of pandemic-related mental health burdens. This pattern may reflect the unique psychological challenges of caregiving, including uncertainty about outcomes, a limited sense of control, anticipatory grief, and social isolation. These findings underscore the importance of family-centered approaches to mental health assessment and intervention during global health crises, with mental health services proactively offered to family members of affected individuals.

Indexed as

COVID-19Interpersonal RelationsPsychological DistressSpousesStress, PsychologicalAdultCross-Sectional StudiesFemaleHumansMaleMiddle AgedPandemicsUnited StatesCOVID-19 pandemicInterpersonal relationshipPsychological distressSocial determinantsSpousal health status

Identifiers

PMID41882636
PMCPMC13137528

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LicenceCC BY-NC-ND
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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.