Evidence map›Paper›PMID 42627718›Full record

ArticleJMIR public health and surveillance2026

Depressive and Anxiety Symptoms and Their Comorbidity Across Industries: Multi-Industry Cross-Sectional Study in China.

Lei Cao, Ruihong Ran, Huadong Zhang, Heling Bao

Abstract read
In one paragraph

Article in JMIR public health and surveillance, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

Lei CaoInstitute of Public Health and Safety Surveillance, Chongqing Center for Disease Control and Prevention, Chongqing, China.ORCID 0000-0002-9864-0668
Ruihong RanInstitute of Public Health and Safety Surveillance, Chongqing Center for Disease Control and Prevention, Chongqing, China.ORCID 0009-0005-2563-6579
Huadong Zhang *Institute of Public Health and Safety Surveillance, Chongqing Center for Disease Control and Prevention, Chongqing, China.ORCID 0000-0002-4289-3367
Heling Bao *Institute of Medical Information, Chinese Academy of Medical Sciences and Peking Union Medical College, No.3, Yabao Road, Chaoyang District, Beijing, China, 86 01052328688.ORCID 0000-0003-3538-0245

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Depressive and anxiety symptoms are primary drivers of China's mental health burden, with workplace psychological issues growing increasingly pronounced. However, evidence on industry-specific patterns of depressive and anxiety symptoms and their occupational determinants remains limited. Understanding these sector-specific differences is critical for pinpointing high-risk occupations and designing effective, tailored intervention strategies. Objective: Our objective was to assess the prevalence, determinants, and industry-specific patterns of depressive, anxiety, and comorbid symptoms across multiple industries. Methods: We conducted a cross-sectional survey among 10,112 workers from 11 industries in all districts or counties of Chongqing, China. Depressive and anxiety symptoms were measured using the 9-item Patient Health Questionnaire (PHQ-9) and the 7-item Generalized Anxiety Disorder scale (GAD-7), with comorbidity defined as meeting criteria for both. Weighted prevalence and 95% CIs were calculated using Taylor series linearization accounting for cluster effects. Mixed-effects logistic regression models were applied to examine associations between demographic, health, and occupational factors and depressive and anxiety symptoms, as well as to compare these outcomes across industries. Multinomial mixed-effects models were used to examine patterns of comorbidity by modeling the 4-category outcome as follows: no symptoms, depression only, anxiety only, and comorbid depressive-anxiety symptoms. Results: Overall, 19.0% (95% CI 16.7%-21.3%) of workers reported depressive symptoms, 7.8% (95% CI 6.4%-9.1%) reported anxiety symptoms, and 5.9% (95% CI 4.8%-7.1%) experienced depressive-anxiety comorbidity. Younger age, being single, recent sick leave, multisite bodily pain, working hours, occupational stress, and health literacy were strongly associated with all outcomes, with the largest effects observed for the comorbid symptoms. Significant disparities were observed across industries, with the highest prevalence in education, health care, express delivery, and construction, and the lowest in traditional manufacturing and mining. These disparities persisted significantly after comprehensive adjustment for demographic, health-related, and occupational factors. Conclusions: Depressive, anxiety, and comorbid symptoms are prevalent among Chinese workers, exhibiting significant variation across industries and distinct links to modifiable occupational and health factors. Targeted, sector-specific interventions and integration of mental health promotion into occupational health systems are vital to alleviate work-related psychological burdens and propel national mental health initiatives.

Indexed as

AnxietyDepressionIndustryAdultChinaComorbidityCross-Sectional StudiesFemaleHumansMaleMiddle AgedPrevalenceSurveys and Questionnairesanxietycomorbiditydepressionepidemiologyoccupational stress

Identifiers

PMID42627718
PMCPMC13495997

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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.