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Zhang R, Chen J, Wang M, Chen Z, Sun H. Short-term effects of air pollutants on hospitalization for childhood respiratory diseases in Suzhou City: a time-stratified case-crossover study. JOURNAL OF HEALTH, POPULATION, AND NUTRITION 2024; 43:208. [PMID: 39633418 PMCID: PMC11619297 DOI: 10.1186/s41043-024-00683-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/06/2024] [Accepted: 11/06/2024] [Indexed: 12/07/2024]
Abstract
BACKGROUND Short-term exposure to air pollution has been demonstrated in previous studies to correlate with respiratory disease (RD) in children. Due to regional heterogeneity, our objective was to explore the correlation between short-term exposure to ambient air pollution and hospital admissions for respiratory ailments in children in Suzhou City from January 1, 2017, to December 31, 2022, alongside assessing the influence of the COVID-19 pandemic on this relationship. METHODS We collected data on air pollutant levels and hospital admissions for childhood respiratory disease (RD) in Suzhou, China, from 2017 to 2022. We utilized a time-stratified case-crossover design along with a conditional logistic regression model to assess the short-term impacts of air pollutants on RD in children through stratified analysis and sensitivity analysis. RESULTS A total of 13,408 children with respiratory diseases were included in the study. The findings revealed significant associations between hospitalization for respiratory diseases in children and exposure to PM2.5, PM10, SO2, NO2, and CO. The maximum effect values (95%CI, best lag days) for each 10 µg/m3 increase in the concentrations of PM2.5, PM10, SO2, and NO2 were as follows: 1.017 (1.003-1.031, lag0-2), 1.015 (1.004-1.026, lag0-2), 1.117 (1.001-1.247, lag0-1), and 1.036 (1.009-1.064, lag0-7). Additionally, the maximum effect value (95%CI, best lag days) for each 1 mg/m3 increase in CO concentration was found to be 1.267 1.017-1.579, lag0-7). Stratified analysis indicated that sex, season of admission, and stage of admission did not modify these correlations significantly; however, differential effects on various age groups and sexes were primarily observed among school-age and older children as well as boys. CONCLUSIONS The short-term exposure to PM2.5, PM10, SO2, NO2, and CO in Suzhou, China, exhibited a positive correlation with RD hospitalization. Prior to the COVID-19 pandemic, the adverse impacts of air pollutants on hospitalizations for childhood respiratory disease were mitigated compared to the period following the pandemic. Local governments should continue promoting decisions and measures for air pollution prevention and control to reduce further pollutant concentration, which is crucial for public health in reducing the burden of childhood respiratory diseases.
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Affiliation(s)
- Ruoqi Zhang
- Department of Respiratory Medicine, Children's Hospital of Soochow University, Suzhou, China
- School of Public Health, Medical College of Soochow University, Suzhou, 215123, China
| | - Jiawei Chen
- Department of Respiratory Medicine, Children's Hospital of Soochow University, Suzhou, China
| | - Mengru Wang
- School of Public Health, Medical College of Soochow University, Suzhou, 215123, China
| | - Zhengrong Chen
- Department of Respiratory Medicine, Children's Hospital of Soochow University, Suzhou, China.
| | - Hongpeng Sun
- School of Public Health, Medical College of Soochow University, Suzhou, 215123, China.
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Qian Y, Zhao Y, Tang L, Ye D, Chen Q, Zhu H, Ye H, Xu G, Liu L. Short-term effects of air pollutants and meteorological factors on outpatients with allergic airway disease in Ningbo, China, 2015-2021. Public Health 2024; 236:52-59. [PMID: 39163744 DOI: 10.1016/j.puhe.2024.07.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Revised: 06/20/2024] [Accepted: 07/17/2024] [Indexed: 08/22/2024]
Abstract
OBJECTIVES The allergic airway disease, such as allergic rhinitis, chronic rhinosinusitis, asthma, is a general term of a range of inflammatory disorders affecting the upper and lower airways and lung parenchyma. This study aimed to investigate the short-term effects of air pollutants and meteorological factors on AAD-related daily outpatient visits. STUDY DESIGN An ecological study. METHODS Data on outpatient visits due to AAD (n = 4,554,404) were collected from the platform of the Ningbo Health Information from January 1, 2015 to December 31, 2021. A Quasi-Poisson generalized additive regression model was established to analyze the lag effects of air pollution on daily outpatient visits for AAD. Restricted cubic spline functions were used to explore the potential non-linear relationships between air pollutants and meteorological and daily outpatient visits for AAD. RESULTS PM2.5, PM10, SO2, NO2, or CO were associated with daily outpatient visits for AAD, and there was a significant increasing trend in the cumulative lag effects. SO2 had the largest effect at Lag07, with a 25.3% (95% CI: 21.6%-29.0%) increase in AAD for every 10 μg/m3 increase in exposure concentration. Subgroup analysis showed that the 0-18 years old age group had the strongest effects, especially for AR, and all effects were stronger in the cold season. CONCLUSIONS Given that patients aged 0-18 are more susceptible to environmental changes, protective measures specifically for children should be taken during dry and cold weather conditions with poor air quality.
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Affiliation(s)
- Y Qian
- School of Public Health, Health Science Center, Ningbo University, Ningbo, Zhejiang Province, China.
| | - Y Zhao
- Department of Biostatistics School of Public Health, Nanjing Medical University, 101 Longmian Avenue, Nanjing, China
| | - L Tang
- Ningbo Health Information Center, Ningbo, Zhejiang Province, China
| | - D Ye
- Ningbo Health Information Center, Ningbo, Zhejiang Province, China
| | - Q Chen
- Department of Disease Prevention and Health Promotion, Ningbo NO.2 Hospital, Ningbo, Zhejiang Province, China
| | - H Zhu
- School of Public Health, Health Science Center, Ningbo University, Ningbo, Zhejiang Province, China
| | - H Ye
- School of Public Health, Health Science Center, Ningbo University, Ningbo, Zhejiang Province, China
| | - G Xu
- School of Public Health, Health Science Center, Ningbo University, Ningbo, Zhejiang Province, China.
| | - L Liu
- School of Public Health, Health Science Center, Ningbo University, Ningbo, Zhejiang Province, China; The Key Laboratory of Modern Toxicology of Ministry of Education, Nanjing Medical University, 101 Longmian Avenue, Nanjing, China; Department of Psychiatry, Affiliated Kangning Hospital of Ningbo University, Ningbo, 315201, Zhejiang, China; Department of Psychiatry, Ningbo Kangning Hospital, Ningbo, 315201, Zhejiang, China.
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Ning Z, Ma Y, He S, Li G, Xu Y, Wang Z, Zhang Y, Ma E, Ma C, Wu J. High altitude air pollution and respiratory disease: Evaluating compounded exposure events and interactions. ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY 2024; 285:117046. [PMID: 39276646 DOI: 10.1016/j.ecoenv.2024.117046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2024] [Revised: 09/06/2024] [Accepted: 09/11/2024] [Indexed: 09/17/2024]
Abstract
Today, air pollution remains a significant issue, particularly in high-altitude areas where its impact on respiratory disease remains incompletely explored. This study aims to investigate the association between various air pollutants and outpatient visits for respiratory disease in such regions, specifically focussing on Xining from 2016 to 2021. By analysing over 570,000 outpatient visits using a time-stratified case-crossover design and conditional logistic regression, we assessed the independent effects of pollutants like PM2.5, PM10, SO2, NO2, and CO, as well as their interactions. The evaluation of interactions employed measures such as relative excess odds due to interaction (REOI), attributable proportion due to interaction (AP), and synergy index (S). We also conducted a stratified analysis to identify potentially vulnerable populations. Our findings indicated that exposure to PM2.5, PM10, SO2, NO2, and CO significantly increased outpatient visits for respiratory disease, with odds ratios (ORs) of 2.40 % (95 % CI: 2.05 %, 2.74 %), 1.07 % (0.98 %, 1.16 %), 3.86 % (3.23 %, 4.49 %), 4.45 % (4.14 %, 4.77 %), and 6.37 % (5.70 %, 7.04 %), respectively. However, exposure to O3 did not show a significant association. We found significant interactions among PM2.5, SO2, NO2, and CO, where combined exposure further exacerbated the risk of respiratory diseases. For example, in the combination of PM2.5 and SO2, the REOI, AP, and S were 0.07 (95 % CI: 0.06, 0.09), 0.07 (0.06, 0.07), and 1.07 (1.05, 1.09), respectively. Additionally, elderly individuals and females were more sensitive to these pollutants, but no statistically significant interaction effects were observed between different age and gender groups. In conclusion, our study highlights the strong link between air pollution and respiratory disease in high-altitude areas, with combined pollutant exposure posing an even greater risk. It underscores the need for enhanced air quality monitoring and public awareness campaigns, particularly to protect vulnerable populations like the elderly and females.
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Affiliation(s)
- Zhenxu Ning
- Department of Public Health, Qinghai University Medical College, Xining, Qinghai 810016, China
| | - Yanjun Ma
- Qinghai Institute of Health Sciences, Xining, Qinghai 810016, China.
| | - Shuzhen He
- Xining Centre for Disease Control and Prevention, Xining, Qinghai 810000, China.
| | - Genshan Li
- Department of Public Health, Qinghai University Medical College, Xining, Qinghai 810016, China
| | - Yueshun Xu
- Qinghai Meteorological Bureau, Xining, Qinghai 810000, China
| | - Zhanqing Wang
- Datong County Center for Disease Control and Prevention, Xining, Qinghai 810100, China
| | - Yunxia Zhang
- The First People's Hospital of Xining, Xining, Qinghai 810000, China
| | - Enzhou Ma
- Qinghai Meteorological Bureau, Xining, Qinghai 810000, China
| | - Chunguang Ma
- Xining Centre for Disease Control and Prevention, Xining, Qinghai 810000, China
| | - Jing Wu
- Xining Centre for Disease Control and Prevention, Xining, Qinghai 810000, China
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Ju C, Liu H, Gong Y, Guo M, Ge Y, Liu Y, Luo R, Yang M, Li X, Liu Y, Li X, He T, Liu X, Huang C, Xu Y, Liu J. Changes in patterns of multimorbidity and associated with medical costs among Chinese middle-aged and older adults from 2013 to 2023: an analysis of repeated cross-sectional surveys in Xiangyang, China. Front Public Health 2024; 12:1403196. [PMID: 39171301 PMCID: PMC11335498 DOI: 10.3389/fpubh.2024.1403196] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Accepted: 07/25/2024] [Indexed: 08/23/2024] Open
Abstract
Background Multimorbidity has become a major public health problem among Chinese middle-aged and older adults, and the most costly to the health care system. However, most previous population-based studies of multimorbidity have focused on a limited number of chronic diseases, and diagnosis was based on participants' self-report, which may oversimplify the problem. At the same time, there were few reports on the relationship between multimorbidity patterns and health care costs. This study analyzed the multimorbidity patterns and changes among middle-aged and older people in China over the past decade, and their association with medical costs, based on representative hospital electronic medical record data. Methods Two cross-sectional surveys based on representative hospital data were used to obtain adults aged 45 years and older in Xiangyang in 2013 (n = 20,218) and 2023 (n = 63,517). Latent Class Analysis was used to analyze changes in the patterns of multimorbidity, gray correlation analysis and ordered logistics model were used to assess the association of multimorbidity patterns with medical expenses. The diagnosis and classification of chronic diseases were based on the International Classification of Diseases, Tenth Revision codes (ICD-10). Results The detection rate of chronic disease multimorbidity has increased (70.74 vs. 76.63%, p < 0.001), and multimorbidity patterns have increased from 6 to 9 (2013: Malignant tumors pattern, non-specific multimorbidity pattern, ischemic heart disease + hypertension pattern, cerebral infarction + hypertension pattern, kidney disease + hypertension pattern, lens disease + hypertension pattern; new in 2023: Nutritional metabolism disorders + hypertension pattern, chronic lower respiratory diseases + malignant tumors pattern, and gastrointestinal diseases pattern) in China. The medical cost of all multimorbidity patients have been reduced between 2013 and 2023 (RMB: 8216.74 vs. 7247.96, IQR: 5802.28-15,737 vs. 5014.63-15434.06). The top three specific multimorbidity patterns in both surveys were malignancy tumor pattern, ischemic heart disease + hypertension pattern, and cerebral infarction + hypertension pattern. Hypertension and type 2 diabetes are important components of multimorbidity patterns. Compared with patients with a single disease, only lens disorders + hypertension pattern were at risk of higher medical costs in 2013 (aOR:1.23, 95% CI: 1.03, 1.47), whereas all multimorbidity patterns were significantly associated with increased medical costs in 2023, except for lens disorders + hypertension (aOR:0.35, 95% CI: 0.32, 0.39). Moreover, the odds of higher medical costs were not consistent across multimorbidity patterns. Among them, ischemic heart disease + hypertension pattern [adjusted odds ratio (aOR):4.66, 95%CI: 4.31, 5.05] and cerebral infarction + hypertension pattern (aOR: 3.63, 95% CI: 3.35, 3.92) were the two patterns with the highest risk. Meanwhile, men (aOR:1.12, 95CI:1.09, 1.16), no spouse (aOR:1.09, 95CI: 1.03, 1.16) had a positive effect on medical costs, while patients with total self-pay (aOR: 0.45, 95CI: 0.29, 0.70), no surgery (aOR: 0.05, 95CI: 0.05, 0.05), rural residence (aOR: 0.92, 95CI: 0.89, 0.95), hospitalization days 1-5 (aOR: 0.04, 95CI: 0.04, 0.04), and hospitalization days 6-9 (aOR: 0.15, 95CI: 0.15, 0.16) had a negative impact on medical costs. Conclusion Multimorbidity patterns among middle-aged and older adults in China have diversified over the past decade and are associated with rising health care costs in China. Smart, decisive and comprehensive policy and care interventions are needed to effectively manage NCDS and their risk factors and to reduce the economic burden of multimorbidity on patients and the country.
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Affiliation(s)
- Changyu Ju
- Party Office (United Front Work Department, Youth League Committee), Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and Science, Xiangyang, China
| | - Hongjia Liu
- School of Accounting, Hunan University of Technology and Business, Changsha, China
| | - Yongxiang Gong
- Department of Medical Records and Statistics, Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and Science, Xiangyang, China
| | - Meng Guo
- Division of Cardiac Surgery, Wuhan Asia Heart Hospital Affiliated with Wuhan University of Science and Technology, Wuhan, Hubei, China
| | - Yingying Ge
- Human Resources Department, Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and Science, Xiangyang, China
| | - Yuheng Liu
- Department of Medical Records and Statistics, Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and Science, Xiangyang, China
| | - Rui Luo
- Department of Medical Records and Statistics, Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and Science, Xiangyang, China
| | - Meng Yang
- Department of Medical Records and Statistics, Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and Science, Xiangyang, China
| | - Xiuying Li
- Department of Medical Records and Statistics, Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and Science, Xiangyang, China
| | - Yangwenhao Liu
- Information Center, Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and Science, Xiangyang, China
| | - Xiangbin Li
- Neurology Department, Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and Science, Xiangyang, China
| | - Tiemei He
- Department of Medical Records and Statistics, Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and Science, Xiangyang, China
| | - Xiaodong Liu
- Information Center, Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and Science, Xiangyang, China
| | - Chunrong Huang
- Department of Medical Records and Statistics, Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and Science, Xiangyang, China
| | - Yihua Xu
- Department of Epidemiology and Health Statistics, School of Public Health, Tongji Medical College, Huazhong University of Science & Technology, Wuhan, China
| | - Juming Liu
- Department of Medical Records and Statistics, Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and Science, Xiangyang, China
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Huang JY, Feng W, Sang GX, McDonald S, He TF, Lin Y. Association between short-term exposure to ambient air pollutants and the risk of hospital visits for acute upper respiratory tract infections among adults: a time-series study in Ningbo, China. BMC Public Health 2024; 24:1555. [PMID: 38858655 PMCID: PMC11163729 DOI: 10.1186/s12889-024-19030-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Accepted: 05/31/2024] [Indexed: 06/12/2024] Open
Abstract
OBJECTIVES Acute upper respiratory tract infections (AURTIs) are prevalent in the general population. However, studies on the association of short-term exposure to air pollution with the risk of hospital visits for AURTIs in adults are limited. This study aimed to explore the short-term exposure to air pollutants among Chinese adults living in Ningbo. METHODS Quasi-Poisson time serious regressions with distributed lag non-linear models (DLNM) were applied to explore the association between ambient air pollution and AURTIs cases. Patients ≥ 18 years who visit three hospitals, being representative for urban, urban-rural junction and rural were included in this retrospective study. RESULTS In total, 104,441 cases with AURTIs were enrolled in hospital during 2015-2019. The main results showed that particulate matter with an aerodynamic diameter less than 2.5 μm (PM2.5), nitrogen dioxide (NO2) and nitrogen dioxide (SO2), were positively associated to hospital visits for AURTIs, except for nitrogen dioxide (O3), which was not statistically significant. The largest single-lag effect for PM2.5 at lag 8 days (RR = 1.02, 95%CI: 1.08-1.40), for NO2 at lag 13 days (RR = 1.03, 95%CI: 1.00-1.06) and for SO2 at lag 5 days (RR = 1.27, 95%CI: 1.08-1.48), respectively. In the stratified analysis, females, and young adults (18-60 years) were more vulnerable to PM2.5 and SO2 and the effect was greater in rural areas and urban-rural junction. CONCLUSIONS Exposure to ambient air pollution was significantly associated with hospital visits for AURTIs. This study provides epidemiological evidence for policymakers to control better air quality and establish an enhanced system of air pollution alerts.
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Affiliation(s)
- Jin-Ying Huang
- Nottingham Ningbo GRADE Centre, School of Economics, Faculty of Humanities and Social Sciences, University of Nottingham, Ningbo, China
| | - Wei Feng
- Fenghua District Center for Disease Control and Prevention, Ningbo, China
| | - Guo-Xin Sang
- Ningbo Municipal Center for Disease Control and Prevention, 1166, Fanjiangan Road, Ningbo, 315010, China
| | - Stuart McDonald
- Nottingham Ningbo GRADE Centre, School of Economics, Faculty of Humanities and Social Sciences, University of Nottingham, Ningbo, China
| | - Tian-Feng He
- Ningbo Municipal Center for Disease Control and Prevention, 1166, Fanjiangan Road, Ningbo, 315010, China.
- Department of Occupational and Environmental Health Sciences, School of Public Health, Peking University, Beijing, China.
| | - Yi Lin
- Nottingham Ningbo GRADE Centre, School of Economics, Faculty of Humanities and Social Sciences, University of Nottingham, Ningbo, China.
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Shi T, Ma H, Li D, Pan L, Wang T, Li R, Ren X. Prenatal exposure to fine particulate matter chemical constituents and the risk of stillbirth and the mediating role of pregnancy complications: A cohort study. CHEMOSPHERE 2024; 349:140858. [PMID: 38048830 DOI: 10.1016/j.chemosphere.2023.140858] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/09/2023] [Revised: 11/15/2023] [Accepted: 11/28/2023] [Indexed: 12/06/2023]
Abstract
Evidence on the association of fine particulate matter (PM2.5) exposure with stillbirth is limited and inconsistent, which is largely attributed to differences in PM2.5 constituents. Studies have found that the hazards of certain PM2.5 constituents to the fetus are comparable to or even higher than total PM2.5 mass. However, few studies have linked PM2.5 constituents to stillbirth. Moreover, the mediating role of pregnancy complications in PM2.5-related stillbirth remains unclear. To our knowledge, this study was the first to explore the individual and mixed associations of PM2.5 and its constituents with stillbirth in China. After matching the concentrations of PM2.5 and its constituents (sulfate [SO42-], nitrate [NO3-], ammonium [NH4+], organic matter [OM], and black carbon [BC]) for participants according to their geographical location, there were 170,507 participants included in this study. We found that stillbirth was associated with exposure to PM2.5 and its constituents in the year before pregnancy and during the entire pregnancy, and the associations in trimester 1 were strongest. The risk of stillbirth increased sharply when PM2.5 and its constituents during pregnancy exceeded the median concentrations. Moreover, stillbirth was associated with exposure to the mixtures of SO42-, NO3-, NH4+, OM, and BC before and during pregnancy (trimesters 1 and 2). Meanwhile, two-pollutant models also suggested stillbirth was associated with PM2.5 and its constituents in the year before and during pregnancy. The associations of PM2.5 and its constituents with stillbirth were stronger in mothers with advanced age and without cesarean delivery history. Additionally, hypertensive disorders in pregnancy, gestational diabetes, and placental abruption mediated the association of PM2.5 with stillbirth. Therefore, enhanced protection against PM2.5 for pregnant women before and during pregnancy and targeted interventions for pregnancy complications and anthropogenic sources of PM2.5 constituents are important to reduce stillbirth risk.
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Affiliation(s)
- Tianshan Shi
- Institute of Epidemiology and Health Statistics, School of Public Health, Lanzhou University, Lanzhou, Gansu, 730000, China
| | - Hanping Ma
- Lanzhou Maternal and Child Health Hospital, Lanzhou, Gansu, 730000, China
| | - Donghua Li
- Institute of Epidemiology and Health Statistics, School of Public Health, Lanzhou University, Lanzhou, Gansu, 730000, China
| | - Li Pan
- Lanzhou Maternal and Child Health Hospital, Lanzhou, Gansu, 730000, China
| | - Tingrong Wang
- Institute of Epidemiology and Health Statistics, School of Public Health, Lanzhou University, Lanzhou, Gansu, 730000, China
| | - Rui Li
- Institute of Epidemiology and Health Statistics, School of Public Health, Lanzhou University, Lanzhou, Gansu, 730000, China
| | - Xiaowei Ren
- Institute of Epidemiology and Health Statistics, School of Public Health, Lanzhou University, Lanzhou, Gansu, 730000, China.
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Soriano-Arandes A, Colom-Cadena A, Bordas A, Ganem F, Alonso L, Montoro M, Gascon M, Subirana M, Mas A, Sunyer J, Soler-Palacin P, Casabona J. Determinants of school absences due to respiratory tract infections among children during COVID-19 pandemic: A cross-sectional study of the Sentinel Schools Network. Pediatr Pulmonol 2024; 59:236-241. [PMID: 37877732 DOI: 10.1002/ppul.26736] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Accepted: 10/16/2023] [Indexed: 10/26/2023]
Affiliation(s)
- Antoni Soriano-Arandes
- Paediatric Infectious Diseases and Immunodeficiencies Unit. Children's Hospital. Vall d'Hebron Barcelona Hospital Campus, Barcelona, Catalonia, Spain
| | - Andreu Colom-Cadena
- Centre d'Estudis Epidemiològics sobre les ITS i Sida de Catalunya (CEEISCAT), Badalona, Spain
- Institut d'Investigació Germans Trias i Pujol (IGTP), Badalona, Spain
| | - Anna Bordas
- Centre d'Estudis Epidemiològics sobre les ITS i Sida de Catalunya (CEEISCAT), Badalona, Spain
- Institut d'Investigació Germans Trias i Pujol (IGTP), Badalona, Spain
| | - Fabiana Ganem
- Centre d'Estudis Epidemiològics sobre les ITS i Sida de Catalunya (CEEISCAT), Badalona, Spain
- Institut d'Investigació Germans Trias i Pujol (IGTP), Badalona, Spain
- Departament de Pediatria, d'Obstetrícia i Ginecologia i de Medicina Preventiva i de Salut Publica, Universitat Autònoma de Barcelona, Bellaterra, Spain
| | - Lucia Alonso
- Institut d'Investigació Germans Trias i Pujol (IGTP), Badalona, Spain
- Fundació Lluita contra les Infeccions, Badalona, Spain
| | - Marcos Montoro
- Centre d'Estudis Epidemiològics sobre les ITS i Sida de Catalunya (CEEISCAT), Badalona, Spain
- Institut d'Investigació Germans Trias i Pujol (IGTP), Badalona, Spain
| | - Mireia Gascon
- ISGlobal, Barcelona, Spain
- Universitat Pompeu Fabra (UPF), Barcelona, Spain
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP) Instituto de Salud Carlos III, Madrid, Spain
| | - Maria Subirana
- ISGlobal, Barcelona, Spain
- Universitat Pompeu Fabra (UPF), Barcelona, Spain
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP) Instituto de Salud Carlos III, Madrid, Spain
| | - Ariadna Mas
- Direcció Assistencial d'Atenció Primària i Comunitària, Institut Català de la Salut, Barcelona, Catalonia, Spain
| | - Jordi Sunyer
- ISGlobal, Barcelona, Spain
- Universitat Pompeu Fabra (UPF), Barcelona, Spain
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP) Instituto de Salud Carlos III, Madrid, Spain
| | - Pere Soler-Palacin
- Paediatric Infectious Diseases and Immunodeficiencies Unit. Children's Hospital. Vall d'Hebron Barcelona Hospital Campus, Barcelona, Catalonia, Spain
| | - Jordi Casabona
- Centre d'Estudis Epidemiològics sobre les ITS i Sida de Catalunya (CEEISCAT), Badalona, Spain
- Institut d'Investigació Germans Trias i Pujol (IGTP), Badalona, Spain
- Departament de Pediatria, d'Obstetrícia i Ginecologia i de Medicina Preventiva i de Salut Publica, Universitat Autònoma de Barcelona, Bellaterra, Spain
- Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP) Instituto de Salud Carlos III, Madrid, Spain
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Roger Chen YH, Lee WC, Liu BC, Yang PC, Ho CC, Hwang JS, Huang TH, Lin HH, Lo WC. Quantifying the potential effects of air pollution reduction on population health and health expenditure in Taiwan. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2023; 336:122405. [PMID: 37597736 DOI: 10.1016/j.envpol.2023.122405] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/29/2023] [Revised: 08/12/2023] [Accepted: 08/16/2023] [Indexed: 08/21/2023]
Abstract
Air pollution, particularly ambient fine particulate matter (PM2.5) pollution, poses a significant risk to public health, underscoring the importance of comprehending the long-term impact on health burden and expenditure at national and subnational levels. Therefore, this study aims to quantify the disease burden and healthcare expenditure associated with PM2.5 exposure in Taiwan and assess the potential benefits of reducing pollution levels. Using a comparative risk assessment framework that integrates an auto-aggressive integrated moving average model, we evaluated the avoidable burden of cardiopulmonary diseases (including ischemic heart disease, stroke, chronic obstructive pulmonary disease, lung cancer, and diabetes mellitus) and related healthcare expenditure under different air quality target scenarios, including status quo and target scenarios of 15, 10, and 5 μg/m3 reduction in PM2.5 concentration. Our findings indicate that reducing PM2.5 exposure has the potential to significantly alleviate the burden of multiple diseases. Comparing the estimated attributable disease burden and healthcare expenditure between reference and target scenarios from 2022 to 2050, the avoidable disability-adjusted life years were 0.61, 1.83, and 3.19 million for the 15, 10, and 5 μg/m3 target scenarios, respectively. Correspondingly, avoidable healthcare expenditure ranged from US$ 0.63 to 3.67 billion. We also highlighted the unequal allocation of resources and the need for policy interventions to address health disparities due to air pollution. Notably, in the 5 μg/m3 target scenario, Kaohsiung City stands to benefit the most, with 527,368 disability-adjusted life years avoided and US$ 0.53 billion saved from 2022 to 2050. Our findings suggest that adopting stricter emission targets can effectively reduce the health burden and associated healthcare expenditure in Taiwan. Overall, this study provides policymakers in Taiwan with valuable insights for mitigating the negative effects of air pollution by establishing a comprehensive framework for evaluating the co-benefits of air pollution reduction on healthcare expenditure and disease burden.
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Affiliation(s)
- Yi-Hsuan Roger Chen
- Department of Environmental Health and Engineering, Johns Hopkins University, Baltimore, MD, USA; Institute of Epidemiology and Preventive Medicine, College of Public Health, National Taiwan University, Taipei, Taiwan
| | - Wan-Chen Lee
- Institute of Environmental and Occupational Health Sciences, College of Public Health, National Taiwan University, Taipei, Taiwan
| | - Bo-Chen Liu
- Institute of Epidemiology and Preventive Medicine, College of Public Health, National Taiwan University, Taipei, Taiwan
| | - Po-Chieh Yang
- Department of Industrial Economics, Tamkang University, Taipei, Taiwan
| | - Chi-Chang Ho
- Institute of Statistical Science, Academia Sinica, Taipei, Taiwan
| | | | - Tzu-Hsuan Huang
- Institute of Epidemiology and Preventive Medicine, College of Public Health, National Taiwan University, Taipei, Taiwan; AbbVie Inc. North Chicago, Illinois, USA
| | - Hsien-Ho Lin
- Institute of Epidemiology and Preventive Medicine, College of Public Health, National Taiwan University, Taipei, Taiwan; Global Health Program, College of Public Health, National Taiwan University, Taipei, Taiwan
| | - Wei-Cheng Lo
- Master Program in Applied Epidemiology, College of Public Health, Taipei Medical University, Taipei, Taiwan; Taipei Medical University Research Center of Urology and Kidney, Taipei Medical University, Taipei, Taiwan.
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Kurniawan R, Budi Alamsyah AR, Fudholi A, Purwanto A, Sumargo B, Gio PU, Wongsonadi SK, Hadi Susanto AE. Impacts of industrial production and air quality by remote sensing on nitrogen dioxide concentration and related effects: An econometric approach. ENVIRONMENTAL POLLUTION (BARKING, ESSEX : 1987) 2023; 334:122212. [PMID: 37454714 DOI: 10.1016/j.envpol.2023.122212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/14/2023] [Revised: 06/27/2023] [Accepted: 07/14/2023] [Indexed: 07/18/2023]
Abstract
The high concentration of nitrogen dioxide (NO2) is to blame for West Java's poor Air Quality Index (AQI). So, this study aims to determine the influence of industrial activity as reflected by the value of its imports and exports, wind speed, and ozone (O3) on the high concentration of tropospheric NO2. The method used is the econometric Vector Error Correction Model (VECM) approach to capture the existence of a short-term and long-term relationship between tropospheric NO2 and its predictor variables. The data used in this study is in the form of monthly time series data for the 2018-2022 period sourced from satellite images (Sentinel-5P and ECMWF Climate Reanalysis) and publications of the Central Bureau of Statistics (BPS-Statistics Indonesia). The results explained that, in the short-term, tropospheric NO2 and O3 influence each other as they would in a photochemical reaction. In the long-term, exports from the industrial sector and wind speed have a significant effect on the concentration of tropospheric NO2. The short-term effect occurs directly in the first month after the shock, while the long-term effect occurs in the second month after the shock. Wind gusts originating from industrial areas cause air conditions to be even more alarming because tropospheric NO2 pollutants spread throughout the region in West Java. Based on the coefficient correlation result, the high number of pneumonia cases is one of the impacts caused by air pollution.
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Affiliation(s)
- Robert Kurniawan
- Department of Statistical Computing, Politeknik Statistika STIS, 13330, Bidaracina, Jakarta, Indonesia; Department of Population and Environmental Education, Faculty of Post-Graduate, State University of Jakarta, 13220, Rawamangun, Jakarta, Indonesia.
| | - Anas Rulloh Budi Alamsyah
- Department of Statistical Computing, Politeknik Statistika STIS, 13330, Bidaracina, Jakarta, Indonesia
| | - Ahmad Fudholi
- Solar Energy Research Institute, Universiti Kebangsaan Malaysia, 43600, Bangi, Selangor, Malaysia; Research Center for Energy Conversion and Conservation, National Research and Innovation Agency (BRIN), Indonesia
| | - Agung Purwanto
- Department of Population and Environmental Education, Faculty of Post-Graduate, State University of Jakarta, 13220, Rawamangun, Jakarta, Indonesia
| | - Bagus Sumargo
- Department of Statistics, Faculty of Mathematics and Natural Science, State University of Jakarta, 13220, Rawamangun, Jakarta, Indonesia
| | - Prana Ugiana Gio
- Department of Mathematics, Universitas Sumatera Utara, 20155, Medan, Indonesia
| | - Sri Kuswantono Wongsonadi
- Department of Community Education, Faculty of Education, State University of Jakarta, 13220, Rawamangun, Jakarta, Indonesia
| | - Alton Endarwanto Hadi Susanto
- Department of Population and Environmental Education, Faculty of Post-Graduate, State University of Jakarta, 13220, Rawamangun, Jakarta, Indonesia; Lembaga Ketahanan Nasional (Lemhannas), Jakarta, Indonesia
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Wang D, Wang Y, Liu Q, Sun W, Wei L, Ye C, Zhu R. Association of Air Pollution with the Number of Common Respiratory Visits in Children in a Heavily Polluted Central City, China. TOXICS 2023; 11:815. [PMID: 37888666 PMCID: PMC10610878 DOI: 10.3390/toxics11100815] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/30/2023] [Revised: 09/23/2023] [Accepted: 09/26/2023] [Indexed: 10/28/2023]
Abstract
Children's respiratory health is vulnerable to air pollution. Based on data collected from June 2019 to June 2022 at a children's hospital in Zhengzhou, China, this study utilized Spearman correlation analysis and a generalized additive model (GAM) to examine the relationship between daily visits for common respiratory issues in children and air pollutant concentrations. Results show that the number of upper respiratory tract infection (URTI), pneumonia (PNMN), bronchitis (BCT), and bronchiolitis (BCLT) visits in children showed a positive correlation with PM2.5, PM10, NO2, SO2, and CO while exhibiting a negative correlation with temperature and relative humidity. The highest increases in PNMN visits in children were observed at lag 07 for NO2, SO2, and CO. A rise of 10 μg/m3 in NO2, 1 μg/m3 in SO2, and 0.1 mg/m3 in CO corresponded to an increase of 9.7%, 2.91%, and 5.16% in PNMN visits, respectively. The effects of air pollutants on the number of BCT and BCLT visits were more pronounced in boys compared to girls, whereas no significant differences were observed in the number of URTI and PNMN visits based on sex. Overall, air pollutants significantly affect the prevalence of respiratory diseases in children, and it is crucial to improve air quality to protect the children's respiratory health.
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Affiliation(s)
- Dan Wang
- Emergency Department, The Third Affiliated Hospital of Zhengzhou University, Zhengzhou 450014, China; (D.W.); (Q.L.); (C.Y.)
- Emergency Department, Maternal and Child Care Service Centre of Henan, Zhengzhou 450014, China
| | - Yanan Wang
- School of Ecology and Environment, Zhengzhou University, Zhengzhou 450001, China; (Y.W.); (W.S.)
| | - Qianqian Liu
- Emergency Department, The Third Affiliated Hospital of Zhengzhou University, Zhengzhou 450014, China; (D.W.); (Q.L.); (C.Y.)
- Emergency Department, Maternal and Child Care Service Centre of Henan, Zhengzhou 450014, China
| | - Wenxin Sun
- School of Ecology and Environment, Zhengzhou University, Zhengzhou 450001, China; (Y.W.); (W.S.)
| | - Liangkui Wei
- Emergency Department, The Third Affiliated Hospital of Zhengzhou University, Zhengzhou 450014, China; (D.W.); (Q.L.); (C.Y.)
- Emergency Department, Maternal and Child Care Service Centre of Henan, Zhengzhou 450014, China
| | - Chengxin Ye
- Emergency Department, The Third Affiliated Hospital of Zhengzhou University, Zhengzhou 450014, China; (D.W.); (Q.L.); (C.Y.)
- Emergency Department, Maternal and Child Care Service Centre of Henan, Zhengzhou 450014, China
| | - Rencheng Zhu
- School of Ecology and Environment, Zhengzhou University, Zhengzhou 450001, China; (Y.W.); (W.S.)
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Zhang W, Ling J, Zhang R, Dong J, Zhang L, Chen R, Ruan Y. Short-term effects of air pollution on hospitalization for acute lower respiratory infections in children: a time-series analysis study from Lanzhou, China. BMC Public Health 2023; 23:1629. [PMID: 37626307 PMCID: PMC10463321 DOI: 10.1186/s12889-023-16533-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Accepted: 08/16/2023] [Indexed: 08/27/2023] Open
Abstract
BACKGROUND Short-term exposure to air pollution is associated with acute lower respiratory infections (ALRI) in children. We investigated the relationship between hospitalization for ALRI in children and air pollutant concentrations from January 1, 2014 to December 31, 2020 in Lanzhou City. METHODS We collected data on air pollutant concentrations and children's hospitalization data during the study period. A time series regression analysis was used to assess the short-term effects of air pollutants on ALRI in children, and subgroup analyses and sensitivity analyses were performed. RESULTS A total of 51,206 children with ALRI were studied, including 40,126 cases of pneumonia and 11,080 cases of bronchiolitis. The results of the study revealed that PM2.5, PM10, SO2 and NO2 were significantly associated with hospitalization for ALRI in children aged 0-14 years. For each 10 µg/m3 increase in air pollutant concentration in lag0-7, the relative risk of ALRI hospitalization in children due to PM2.5, PM10, SO2 and NO2 increased by 1.089 (95%CI:1.075, 1.103), 1.018 (95%CI:1.014, 1.021), 1.186 (95%CI:1.154. 1.219) and 1.149 (95%CI:1.130, 1.168), respectively. CONCLUSIONS PM2.5, PM10, SO2 and NO2 short-term exposures were positively associated with ALRI, pneumonia and bronchiolitis hospitalizations in Lanzhou, China. Local governments should make efforts to improve urban ambient air quality conditions to reduce hospitalization rates for childhood respiratory diseases.
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Affiliation(s)
- Wancheng Zhang
- School of Public Health, Lanzhou University, Lanzhou, 730000, P. R. China
| | - Jianglong Ling
- School of Public Health, Lanzhou University, Lanzhou, 730000, P. R. China
| | - Runping Zhang
- School of Public Health, Lanzhou University, Lanzhou, 730000, P. R. China
| | - Jiyuan Dong
- School of Public Health, Lanzhou University, Lanzhou, 730000, P. R. China
| | - Li Zhang
- School of Public Health, Lanzhou University, Lanzhou, 730000, P. R. China
| | - Rentong Chen
- School of Public Health, Lanzhou University, Lanzhou, 730000, P. R. China
| | - Ye Ruan
- School of Public Health, Lanzhou University, Lanzhou, 730000, P. R. China.
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