Evidence map›Paper›PMID 41613071›Full record

ArticleFrontiers in public health2025

Longitudinal trajectories and risk factors of insomnia symptoms among Chinese bus drivers.

Jingbo Zhao, Huatao Yang, Qiling Fan, Zijie Ma, Yang Yang, Zicong Guan, Guoxi He

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Article in Frontiers in public health, 2025. 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

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Jingbo ZhaoDepartment of Psychology, School of Public Health, Southern Medical University, Guangzhou, China.
Huatao YangDepartment of Psychology, School of Public Health, Southern Medical University, Guangzhou, China.
Qiling FanDepartment of Psychology, School of Public Health, Southern Medical University, Guangzhou, China.
Zijie MaDepartment of Psychology, School of Public Health, Southern Medical University, Guangzhou, China.
Yang YangDepartment of Psychology, School of Public Health, Southern Medical University, Guangzhou, China.
Zicong GuanDepartment of Psychology, School of Public Health, Southern Medical University, Guangzhou, China.
Guoxi HeDepartment of Psychology, School of Public Health, Southern Medical University, Guangzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objectives: This study investigated the three-year prevalence and longitudinal trajectories of insomnia symptoms among bus drivers and examined key sociodemographic-health-related factors and psychosocial predictors, with the aim of informing targeted preventive strategies. Methods: A total of 11,576 bus drivers from 22 companies in Guangdong participated in three online surveys at T1 (August-December 2019), T2 (October-December 2021), and T3 (October-December 2023). The surveys assessed demographics, insomnia symptoms, and psychosocial factors. Two-stage multivariate logistic regression models were employed to examine risk factors associated with adverse trajectories. Results: Prevalence of insomnia symptoms declined steadily from 12.5% at T1 to 7.8% at T3. Five distinct trajectories were identified: resistance (78.5%), chronic dysfunction (1.9%), delayed dysfunction (4.7%), recovery (9.4%), and relapsing/remitting (5.5%). Sociodemographic and psychosocial distress factors (e.g., age, lower financial status, job burnout, family dysfunction) significantly increased the risk of general insomnia and adverse trajectory membership. Crucially, a history of severe physical illness was a strong determinant of chronic risk, while exercising for 30 min daily was significantly associated with a higher likelihood of recovery. Conclusion: Our study offers insights into the longitudinal trajectories of insomnia symptoms and their associated risk factors among Chinese bus drivers. These findings carry important implications for designing trajectory-specific occupational health interventions and refining public transportation management strategies.

Indexed as

Sleep Initiation and Maintenance DisordersAdultChinaEast Asian PeopleFemaleHumansLongitudinal StudiesMaleMiddle AgedPrevalenceRisk FactorsSurveys and QuestionnairesTransportationbus driversinsomniainsomnia symptomslongitudinal surveytrajectories

Identifiers

PMID41613071
PMCPMC12849763

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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.