1.Correlation between blood pressure trajectory and hearing threshold among workers exposed to occupational noise in a city's rail transit enterprise
Hongting ZHAN ; Qia WANG ; Xinmei CHEN ; Zhiping LIANG ; Cong LI ; Danyan CAO ; Aichu YANG ; Minghui XIAO
Journal of Environmental and Occupational Medicine 2025;42(6):724-731
Background Hypertension is one of the chronic diseases with the highest prevalence in China, and a history of hypertension may potentially exacerbate hearing loss. Investigating the association between long-term blood pressure trends and hearing thresholds could contribute to hearing protection efforts for occupationally noise-exposed populations. Objective By investigating hearing thresholds and blood pressure levels among occupationally noise-exposed workers in an urban rail transit enterprise, and conducting a comprehensive analysis of the association between long-term blood pressure changes and hearing thresholds, to provide data references for health management strategies targeting occupationally noise-exposed workers. Methods Workers exposed to occupational noise at a rail transit enterprise were enrolled as study subjects and underwent pure-tone audiometry. Group-based trajectory modeling was employed to identify blood pressure trajectories. Categorical data were compared using chi-square tests, while normally distributed continuous variables were analyzed via t-tests and analysis of variance (ANOVA). Generalized linear mixed models (GLMMs) were subsequently applied toexamine associations between these trajectory groups and high-frequency hearing thresholds. Results Among 2 002 occupationally noise-exposed workers, the median (P25, P75) age was 32 (28, 35) years, with a median (P25, P75) working tenure of 7 (3, 10) years. In 2019, the positive hypertension rate was 9.04%, with a mean systolic blood pressure (SBP) of (122.97±11.60) mmHg and a mean diastolic blood pressure (DBP) of (76.37±9.02) mmHg. The hearing loss prevalence was 10.1%, showing bilateral high-frequency average hearing thresholds of (17.18±8.71) dB and speech-frequency average thresholds of (13.79±3.46) dB. Three distinct trajectory groups were identified for both SBP and DBP. Compared with other trajectory groups, the high-stable DBP group exhibited significantly higher hearing loss prevalence (χ2=6.34, P=0.042) and elevated high-frequency hearing thresholds (all Ps<0.05). Specifically, within the 30-39 age subgroup, the moderate-stable DBP group demonstrated 1.96 dB lower high-frequency thresholds than the high-stable group [β(95%CI): −1.96 (−3.61, −0.32), P=0.020]. Conclusion Among occupationally noise-exposed workers in a municipal rail transit enterprise, DBP trajectories demonstrated a positive association with high-frequency hearing thresholds. Notably, in young and middle-aged occupationally noise-exposed populations, DBP may exert a more critical influence than SBP on the progression of hearing loss.
2.Analysis on the Adaptability of Health Resource Allocation and Economic Development Level in Sichuan Province
Yang CHEN ; Yuqing GONG ; Xinmei YANG ; Li CHEN ; Xingyue ZHU
Chinese Health Economics 2025;44(3):66-72
Objective:To explore the adaptability of health resources allocation and the economic development level in Sichuan Province and its influencing factors,so as to provide reference and suggestions for optimizing health resources allocation.Methods:Based on the panel data of 21 cities(states)in Sichuan Province,it analyzes the adaptability of health resources allocation and economic development in Sichuan Province from 2017 to 2021 and its influencing factors through entropy method,coupling coordination model and grey relational model.Results:From 2017 to 2021,the allocation level of health resources in most areas of Sichuan Province showed a gradual upward trend,but the rising speed was obviously lower than the growth rate of economic development;In 2021,the adaptability between the allocation of health resources and the level of economic development in most parts of Sichuan Province is still in a low coordination stage.Conclusion:Different regions should adopt differentiated development strategies based on their actual geographical conditions,optimize the allocation of health resources according to local conditions,and promote the coordinated development of health resource allocation and economic level.
3.Epidemiological characteristics and influencing factors of cigarette users and cigarette-cigar dual users in China
Yi LIU ; Yinghua LI ; Xin XIA ; Zheng SU ; Zhenxiao HUANG ; Ying XIE ; Zhao LIU ; Anqi CHENG ; Xinmei ZHOU ; Qingqing SONG ; Yuxin SHI ; Shunyi SHI ; Ailifeire AIHEMAITI ; Jiahui HE ; Liang ZHAO ; Dan XIAO ; Chen WANG
Chinese Journal of Health Management 2025;19(5):335-342
Objective:To analyze the epidemiological characteristics and influencing factors of single-cigarette use and dual cigarette-cigar use in China.Methods:This study was a cross-sectional study that selected 85 638 urban and rural residents who met the inclusion criteria from the 2018 China Health Literacy Survey as research subjects. An analysis was conducted on 21 849 users of cigarettes and cigars among them. Due to the small number of individuals who exclusively used cigars (247 cases), the research subjects were divided into two categories: exclusive cigarette users and dual users of cigarettes and cigars. The groups were categorized by age (18-34 years, 35-54 years, ≥55 years), gender (male, female), education level (primary school and below, junior high school and high school, university and above) and annual household income (<20 000 yuan, 20 000-<80 000 yuan, ≥80 000 yuan) to compare the tobacco usage rate and conduct subgroup analyses for each subgroup. Multivariate logistic regression analysis was employed, incorporating general demographic characteristic information to explore the influencing factors of exclusive cigarette use and dual use of cigarettes and cigars, respectively.Results:The rate of exclusive cigarette use in our country was 24.3%, while the dual use rate of cigarettes and cigars was 0.9%. The exclusive cigarette use rate and the dual use rate of cigarettes and cigars among males were significantly higher than those among females (48.25% vs 2.48%, and 1.84% vs 0.06%) (both P<0.001). For males, the high-risk factors for exclusive cigarette use included living in urban areas ( OR: 1.37, 95% CI: 1.23-1.54), being Han ethnicity ( OR: 1.73, 95% CI: 1.51-1.98), and having an annual household income ≥20 000 yuan ( OR: 1.54, 95% CI: 1.38-1.82) while having a junior high school education or higher was a protective factor ( OR: 0.68, 95% CI: 0.52-0.90). Age≥35 years ( OR: 3.36, 95% CI: 2.62-4.32) and having a junior high school education or higher ( OR: 1.30, 95% CI: 1.02-1.67) were risk factors for dual use of cigarettes and cigars in males. Among females, living in urban areas ( OR: 1.53, 95% CI: 1.19-1.97) and being Han ethnicity ( OR: 5.96, 95% CI: 4.47-7.96) were risk factors for exclusive cigarette use, while having a university education or higher was a protective factor ( OR: 0.28, 95% CI: 0.18-0.42). However, for female dual use of cigarettes and cigars, no significant effects were observed for any demographic characteristics. Conclusions:The use rate of cigarettes alone in China is significantly higher than that of cigarette-cigar dual use, and the rates of cigarette use alone and cigarette-cigar dual use in men are significantly higher than those in women. Tobacco use is being affected by sociodemographic factors, among which place of residence, ethnicity and education level are the main influencing factors of cigarette use alone, and gender, age and education level are the main influencing factors of cigarette-cigar dual use.
4.Prospective cohort study on the relationship between socioeconomic status and incident sensory impairment
Jiaojiao HUANG ; Huihui CHEN ; Xinyan YU ; Xinmei ZHOU ; Jingni WU ; Zhenya SONG
Chinese Journal of Health Management 2025;19(7):507-514
Objective:To investigate the association between different socioeconomic status (SES) levels and the incidence of sensory impairment (SI) in the Chinese population.Methods:This study adopted a prospective cohort design, utilizing data from the China Health and Retirement Longitudinal Study (CHARLS) collected in July or August 2011. Participants who met the inclusion and exclusion criteria were followed up every 2-3 years until the onset of SI or the end of the follow-up period (August 2018). Based on educational attainment and annual per capita household expenditure, participants were classified into four SES groups: low, lower-middle, upper-middle, and high SES. Logistic regression was employed to analyze the relationship between different SES levels and the incidence of SI.Results:A total of 7 415 participants were included in the study, with a mean follow-up duration of 4.9 years. A total of 3 644 cases of incident SI were recorded (49.1%). Compared with the high SES group, the risk of developing SI was progressively higher in the upper-middle SES group ( OR=1.42, 95% CI: 1.03-1.96), lower-middle SES group ( OR=1.83, 95% CI: 1.29-2.60), and low SES group ( OR=2.04, 95% CI: 1.42-2.94) ( P for trend<0.001). Conclusions:SES is closely associated with new-onset SI. Enhancing SES may help reduce the risk of developing SI.
5.Analysis on the Adaptability of Health Resource Allocation and Economic Development Level in Sichuan Province
Yang CHEN ; Yuqing GONG ; Xinmei YANG ; Li CHEN ; Xingyue ZHU
Chinese Health Economics 2025;44(3):66-72
Objective:To explore the adaptability of health resources allocation and the economic development level in Sichuan Province and its influencing factors,so as to provide reference and suggestions for optimizing health resources allocation.Methods:Based on the panel data of 21 cities(states)in Sichuan Province,it analyzes the adaptability of health resources allocation and economic development in Sichuan Province from 2017 to 2021 and its influencing factors through entropy method,coupling coordination model and grey relational model.Results:From 2017 to 2021,the allocation level of health resources in most areas of Sichuan Province showed a gradual upward trend,but the rising speed was obviously lower than the growth rate of economic development;In 2021,the adaptability between the allocation of health resources and the level of economic development in most parts of Sichuan Province is still in a low coordination stage.Conclusion:Different regions should adopt differentiated development strategies based on their actual geographical conditions,optimize the allocation of health resources according to local conditions,and promote the coordinated development of health resource allocation and economic level.
6.Epidemiological characteristics and influencing factors of cigarette users and cigarette-cigar dual users in China
Yi LIU ; Yinghua LI ; Xin XIA ; Zheng SU ; Zhenxiao HUANG ; Ying XIE ; Zhao LIU ; Anqi CHENG ; Xinmei ZHOU ; Qingqing SONG ; Yuxin SHI ; Shunyi SHI ; Ailifeire AIHEMAITI ; Jiahui HE ; Liang ZHAO ; Dan XIAO ; Chen WANG
Chinese Journal of Health Management 2025;19(5):335-342
Objective:To analyze the epidemiological characteristics and influencing factors of single-cigarette use and dual cigarette-cigar use in China.Methods:This study was a cross-sectional study that selected 85 638 urban and rural residents who met the inclusion criteria from the 2018 China Health Literacy Survey as research subjects. An analysis was conducted on 21 849 users of cigarettes and cigars among them. Due to the small number of individuals who exclusively used cigars (247 cases), the research subjects were divided into two categories: exclusive cigarette users and dual users of cigarettes and cigars. The groups were categorized by age (18-34 years, 35-54 years, ≥55 years), gender (male, female), education level (primary school and below, junior high school and high school, university and above) and annual household income (<20 000 yuan, 20 000-<80 000 yuan, ≥80 000 yuan) to compare the tobacco usage rate and conduct subgroup analyses for each subgroup. Multivariate logistic regression analysis was employed, incorporating general demographic characteristic information to explore the influencing factors of exclusive cigarette use and dual use of cigarettes and cigars, respectively.Results:The rate of exclusive cigarette use in our country was 24.3%, while the dual use rate of cigarettes and cigars was 0.9%. The exclusive cigarette use rate and the dual use rate of cigarettes and cigars among males were significantly higher than those among females (48.25% vs 2.48%, and 1.84% vs 0.06%) (both P<0.001). For males, the high-risk factors for exclusive cigarette use included living in urban areas ( OR: 1.37, 95% CI: 1.23-1.54), being Han ethnicity ( OR: 1.73, 95% CI: 1.51-1.98), and having an annual household income ≥20 000 yuan ( OR: 1.54, 95% CI: 1.38-1.82) while having a junior high school education or higher was a protective factor ( OR: 0.68, 95% CI: 0.52-0.90). Age≥35 years ( OR: 3.36, 95% CI: 2.62-4.32) and having a junior high school education or higher ( OR: 1.30, 95% CI: 1.02-1.67) were risk factors for dual use of cigarettes and cigars in males. Among females, living in urban areas ( OR: 1.53, 95% CI: 1.19-1.97) and being Han ethnicity ( OR: 5.96, 95% CI: 4.47-7.96) were risk factors for exclusive cigarette use, while having a university education or higher was a protective factor ( OR: 0.28, 95% CI: 0.18-0.42). However, for female dual use of cigarettes and cigars, no significant effects were observed for any demographic characteristics. Conclusions:The use rate of cigarettes alone in China is significantly higher than that of cigarette-cigar dual use, and the rates of cigarette use alone and cigarette-cigar dual use in men are significantly higher than those in women. Tobacco use is being affected by sociodemographic factors, among which place of residence, ethnicity and education level are the main influencing factors of cigarette use alone, and gender, age and education level are the main influencing factors of cigarette-cigar dual use.
7.Prospective cohort study on the relationship between socioeconomic status and incident sensory impairment
Jiaojiao HUANG ; Huihui CHEN ; Xinyan YU ; Xinmei ZHOU ; Jingni WU ; Zhenya SONG
Chinese Journal of Health Management 2025;19(7):507-514
Objective:To investigate the association between different socioeconomic status (SES) levels and the incidence of sensory impairment (SI) in the Chinese population.Methods:This study adopted a prospective cohort design, utilizing data from the China Health and Retirement Longitudinal Study (CHARLS) collected in July or August 2011. Participants who met the inclusion and exclusion criteria were followed up every 2-3 years until the onset of SI or the end of the follow-up period (August 2018). Based on educational attainment and annual per capita household expenditure, participants were classified into four SES groups: low, lower-middle, upper-middle, and high SES. Logistic regression was employed to analyze the relationship between different SES levels and the incidence of SI.Results:A total of 7 415 participants were included in the study, with a mean follow-up duration of 4.9 years. A total of 3 644 cases of incident SI were recorded (49.1%). Compared with the high SES group, the risk of developing SI was progressively higher in the upper-middle SES group ( OR=1.42, 95% CI: 1.03-1.96), lower-middle SES group ( OR=1.83, 95% CI: 1.29-2.60), and low SES group ( OR=2.04, 95% CI: 1.42-2.94) ( P for trend<0.001). Conclusions:SES is closely associated with new-onset SI. Enhancing SES may help reduce the risk of developing SI.
8.Research on the Dynamic Evolution of Medical Consortium Promoting the Coordinated Development of Medical Resourc-es Supply and Regional Economy:A Case Study of Sichuan Province
Yang CHEN ; Xinmei YANG ; Xingyue ZHU
Chinese Health Economics 2024;43(7):52-58
Objective:To clarify the effect of the reform of Sichuan medical association on the coordinated development of medical re-sources supply and regional economy,and provide a basis for continuing to promote the coordinated development.Methods:Based on the panel data of 18 prefecture-level cities and 3 autonomous prefectures in Sichuan Province from 2009 to 2021,the medical resources invest-ment and economic development level of each city(state)in Sichuan Province were calculated by entropy weight method.Through the cou-pled coordination model,the degree of coordinated development was measured.The discontinuous time series model is used to measure the impact of the implementation of the medical association policy on the degree of coordinated development.Results:From 2009 to 2021,the supply of medical resources in Sichuan Province showed an overall upward trend,but the characteristics of the first concentration were ob-vious.In 2021,the coupling degree between medical resources investment and economic development in Sichuan Province is high(0.808),but the coupling coordination degree was still in a barely coordinated stage(0.540).The implementation of the reform of medical associa-tion effectively promoted the coordinated development of medical resource supply and regional economy.Conclusion:Local governments need to further strengthen the building of medical associations.By making long-term medical resources planning and exploring the role of digital technology in the medical field,it will further promote the expansion and balanced distribution of high-quality medical resources.
9.Research on the Dynamic Evolution of Medical Consortium Promoting the Coordinated Development of Medical Resourc-es Supply and Regional Economy:A Case Study of Sichuan Province
Yang CHEN ; Xinmei YANG ; Xingyue ZHU
Chinese Health Economics 2024;43(7):52-58
Objective:To clarify the effect of the reform of Sichuan medical association on the coordinated development of medical re-sources supply and regional economy,and provide a basis for continuing to promote the coordinated development.Methods:Based on the panel data of 18 prefecture-level cities and 3 autonomous prefectures in Sichuan Province from 2009 to 2021,the medical resources invest-ment and economic development level of each city(state)in Sichuan Province were calculated by entropy weight method.Through the cou-pled coordination model,the degree of coordinated development was measured.The discontinuous time series model is used to measure the impact of the implementation of the medical association policy on the degree of coordinated development.Results:From 2009 to 2021,the supply of medical resources in Sichuan Province showed an overall upward trend,but the characteristics of the first concentration were ob-vious.In 2021,the coupling degree between medical resources investment and economic development in Sichuan Province is high(0.808),but the coupling coordination degree was still in a barely coordinated stage(0.540).The implementation of the reform of medical associa-tion effectively promoted the coordinated development of medical resource supply and regional economy.Conclusion:Local governments need to further strengthen the building of medical associations.By making long-term medical resources planning and exploring the role of digital technology in the medical field,it will further promote the expansion and balanced distribution of high-quality medical resources.
10.Research on the Dynamic Evolution of Medical Consortium Promoting the Coordinated Development of Medical Resourc-es Supply and Regional Economy:A Case Study of Sichuan Province
Yang CHEN ; Xinmei YANG ; Xingyue ZHU
Chinese Health Economics 2024;43(7):52-58
Objective:To clarify the effect of the reform of Sichuan medical association on the coordinated development of medical re-sources supply and regional economy,and provide a basis for continuing to promote the coordinated development.Methods:Based on the panel data of 18 prefecture-level cities and 3 autonomous prefectures in Sichuan Province from 2009 to 2021,the medical resources invest-ment and economic development level of each city(state)in Sichuan Province were calculated by entropy weight method.Through the cou-pled coordination model,the degree of coordinated development was measured.The discontinuous time series model is used to measure the impact of the implementation of the medical association policy on the degree of coordinated development.Results:From 2009 to 2021,the supply of medical resources in Sichuan Province showed an overall upward trend,but the characteristics of the first concentration were ob-vious.In 2021,the coupling degree between medical resources investment and economic development in Sichuan Province is high(0.808),but the coupling coordination degree was still in a barely coordinated stage(0.540).The implementation of the reform of medical associa-tion effectively promoted the coordinated development of medical resource supply and regional economy.Conclusion:Local governments need to further strengthen the building of medical associations.By making long-term medical resources planning and exploring the role of digital technology in the medical field,it will further promote the expansion and balanced distribution of high-quality medical resources.

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