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Wang K, Chen Y, Zha Y, Lu L, Wang Y, Guo P, Zhang Q. Association between ambient temperature and years of life lost of external causes of death in 16 prefecture-level regions of Yunnan Province. Inj Prev 2025; 31:136-143. [PMID: 39939134 DOI: 10.1136/ip-2024-045377] [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: 05/25/2024] [Accepted: 01/30/2025] [Indexed: 02/14/2025]
Abstract
BACKGROUND Many injury deaths are related to the environment. This study examined the impact of ambient temperature on external causes of death in Yunnan Province. METHODS Data on external causes of death and meteorological information were collected from 2014 to 2020 across 129 counties and districts of Yunnan Province. We estimated associations of the years of life lost (YLL) and its attributable fraction (AF) with temperature using a distributed lag non-linear model in each city and then pooled them in a multivariate meta-regression. RESULTS This study included 191 115 external causes of death and daily YLL was 2338.1 years. The relationship between mean temperature and YLL was found to be U-shaped. The AF of the YLL was 12.65% (95% empirical CI (eCI) 7.80% to 16.45%), 18.54% (95% eCI 8.91% to 23.56%) and 15.79% (95% eCI 8.83% to 20.07%) for external causes of death, traffic accidents and other external causes, respectively. Most of the disease burden was attributed to heat temperature. In the disease burden caused by temperature, males, individuals under 75 years old and those of Han ethnicity were mainly affected by heat temperature; individuals over 75 years old and minority populations were mainly affected by cold temperatures. Non-farmers are more affected by temperature than farmers. CONCLUSIONS The findings suggest that ambient temperature impacts external causes of death, and the results vary by gender, age, ethnicity and occupation. The study shows the importance of implementing preventive measures targeting both the general population and vulnerable groups in order to address external causes of death in future adaptation policies.
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Affiliation(s)
- Kai Wang
- Department of Preventive Medicine, Shantou University Medical College, Shantou, Guangdong, China
- Shanghai Public Health Clinical Center, Shanghai, China
| | - Yang Chen
- Yunnan Center for Disease Control and Prevention, Kunming, Yunnan, China
| | - Yuanyi Zha
- Kunming Medical University, Kunming, Yunnan, China
| | - Lvliang Lu
- Department of Preventive Medicine, Shantou University Medical College, Shantou, Guangdong, China
| | - Yujin Wang
- Department of Preventive Medicine, Shantou University Medical College, Shantou, Guangdong, China
| | - Pi Guo
- Department of Preventive Medicine, Shantou University Medical College, Shantou, Guangdong, China
| | - Qingying Zhang
- Department of Preventive Medicine, Shantou University Medical College, Shantou, Guangdong, China
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Ren Y, Li J, Yang J, Hu L, Xu Z, Fu R, Wu K, Guo M, Hu M, Ran L, Li X, Qiu H, Liao L, Zhang M, Luo Y, Zhou S, Ding F. Meteorological parameters and hospital-acquired falls-A multicenter retrospective study based on 10 years of adverse events reporting system data. Heliyon 2024; 10:e34193. [PMID: 39071631 PMCID: PMC11279767 DOI: 10.1016/j.heliyon.2024.e34193] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2024] [Revised: 06/29/2024] [Accepted: 07/04/2024] [Indexed: 07/30/2024] Open
Abstract
Objective and rationale Hospital-acquired falls are common and serious adverse events in medical institutions, with high incidence and injury rates. Studying the occurrence patterns of hospital-acquired falls is important for preventing falls in hospitalized patients. However, the effect of meteorological factors on hospital-acquired falls has not been elucidated. Therefore, this study explored the impact of meteorological parameters on hospital-acquired falls in Chongqing, China, and provided new ideas for the clinical prevention of falls in patients. Methods Correlation analysis and distributed lag nonlinear models were employed to analyze the relationship between 3890 cases of hospital-acquired falls and meteorological data in 13 hospitals in 11 districts and counties in Chongqing from January 2013 to April 2023. Results The number of hospital-acquired falls demonstrated a nonlinear correlation with the daily average relative humidity and negatively correlated with sunshine duration; however, temperature, air pressure, and wind speed were not correlated. Compared to the reference humidity (87 %), the immediate effects of daily average relative humidity (65-68 % and 90-97 %) increased the risk of hospital-acquired falls on the same day (relative risk [RR]:1.027-1.243). When the daily average relative humidity was 95-97 %, lags of 0-1 d and 8-12 d had greater effects on falls (RR:1.073-1.243). The daily average relative humidities of 62-74 % and 91-97 % were statistically significant at cumulative relative risk (CRR)of 4, 7, 10, and 14 d with a cumulative lag (CRR: 1.111-4.277). On sex and age stratification, the lag and cumulative effects of relative humidity more significantly impacted falls in women and patients aged ≥65 years. Conclusion Daily average relative humidity had a nonlinear correlation and lag effect on hospital-acquired falls; therefore, medical institutions should pay attention to the effect of relative humidity on hospital-acquired falls in patients, especially old and female patients.
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Affiliation(s)
- Yuanyuan Ren
- Department of General Practice, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Jinyan Li
- Information Center, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Jun Yang
- Department of General Practice, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Lei Hu
- Information Center, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
| | - Zhihui Xu
- Nursing Department, Hechuan District People's Hospital of Chongqing, Chongqing, 401533, China
| | - Rongjuan Fu
- Nursing Department, Dianjiang People's Hospital of Chongqing, Chongqing, 408300, China
| | - Kaihui Wu
- Nursing Department, Nanchuan District People's Hospital of Chongqing, Chongqing, 408400, China
| | - Min Guo
- Nursing Department, The 13th People's Hospital of Chongqing, Chongqing, 400050, China
| | - Mei Hu
- Nursing Department, Chongqing University Three Gorges Hospital, Chongqing, 404100, China
| | - Liu Ran
- Department of Endocrinology, Changshou District People's Hospital of Chongqing, Chongqing, 401220, China
| | - Xia Li
- Nursing Department, Qijiang District People's Hospital, Chongqing, 401420, China
| | - Huicheng Qiu
- Nursing Department, Liangping District People's Hospital, Chongqing, 405200, China
| | - Lianmei Liao
- Nursing Department, The First People's Hospital of Chongqing Liangjiang New Area, Chongqing, 401121, China
| | - Mengmeng Zhang
- Nursing Department, Banan District People's Hospital of Chongqing, Chongqing, 401320, China
| | - Yetao Luo
- Department of Nosocomial Infection Control, Second Affiliated Hospital, Army Medical University, Chongqing, 400037, China
| | - Sumei Zhou
- Emergency Department, The First Affiliated Hospital of Chongqing Medical University, 400016, China
| | - Fu Ding
- Nursing Department, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400016, China
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Le VTH, Berman JD, Wattenberg EV, Ngo TV, Tran QA, Alexander BH. Temperature-related emergency injury visits in Hanoi, Vietnam. Inj Prev 2024; 30:33-38. [PMID: 37863513 PMCID: PMC10850667 DOI: 10.1136/ip-2023-044946] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Accepted: 08/29/2023] [Indexed: 10/22/2023]
Abstract
BACKGROUND The short-term association between increasing temperatures and injury has been described in high-income countries, but less is known for low-income and-middle-income countries, including Vietnam. METHODS We used emergency injury visits (EIV) data for 2017-2019 from 733 hospitals and clinics in Hanoi, Vietnam to examine the effects of daily temperature on EIV. Time-series analysis with quasi-Poisson models was used to estimate a linear relative risk increase (RRI) for overall populations and ones stratified by age and sex. Exposure-response curves estimated non-linear associations as an RR between daily temperature and injury. Models were adjusted for the day of week, holidays, daily relative humidity, daily particulate matter, and long-term and seasonal trends. RESULTS AND CONCLUSIONS A total of 39 313 EIV were recorded averaging 36 injuries daily. Injuries more likely occurred in males and those aged 15-44, and aged 44-60. For linear effects, a 5°C increase in same day mean temperature was associated with an overall increased EIV (RRI 4.8; 95% CI 2.3 to 7.3) with males (RRI 5.9; 95% CI 3.0 to 8.9) experiencing a greater effect than females (RRI 3.0; 95% CI -0.5 to 6.5). Non-linear effects showed an increase in EIV at higher temperatures compared with the threshold temperature of 15°C, with the greatest effect at 33°C (RR 1.3; 95% CI 1.2 to 1.6). Further research to investigate temperature-injury among different populations and by the cause of injury is warranted.
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Affiliation(s)
- Vu Thuy Huong Le
- Division of Environmental Health Sciences, University of Minnesota Twin Cities, Minneapolis, Minnesota, USA
| | - Jesse D Berman
- Division of Environmental Health Sciences, University of Minnesota Twin Cities, Minneapolis, Minnesota, USA
| | - Elizabeth V Wattenberg
- Division of Environmental Health Sciences, University of Minnesota Twin Cities, Minneapolis, Minnesota, USA
| | - Toan Van Ngo
- Environmental Health Department, School of Preventive Medicine and Public Health, Hanoi Medical University, Hanoi, Viet Nam
| | - Quynh Anh Tran
- Environmental Health Department, School of Preventive Medicine and Public Health, Hanoi Medical University, Hanoi, Viet Nam
| | - Bruce H Alexander
- Division of Environmental Health Sciences, University of Minnesota Twin Cities, Minneapolis, Minnesota, USA
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Zheng H, Cheng J, Ho HC, Zhu B, Ding Z, Du W, Wang X, Yu Y, Fei J, Xu Z, Zhou J, Yang J. Evaluating the short-term effect of ambient temperature on non-fatal outdoor falls and road traffic injuries among children and adolescents in China: a time-stratified case-crossover study. FRONTIERS OF ENVIRONMENTAL SCIENCE & ENGINEERING 2023; 17:105. [PMID: 37033401 PMCID: PMC10067518 DOI: 10.1007/s11783-023-1705-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/21/2022] [Revised: 03/02/2023] [Accepted: 03/03/2023] [Indexed: 06/19/2023]
Abstract
UNLABELLED Although studies have suggested that non-optimal temperatures may increase the risk of injury, epidemiological studies focusing on the association between temperature and non-fatal injury among children and adolescents are limited. Therefore, we investigated the short-term effect of ambient temperature on non-fatal falls and road traffic injuries (RTIs) among students across Jiangsu Province, China. Meteorological data and records of non-fatal outdoor injuries due to falls and RTIs among students aged 6-17 were collected during 2018-2020. We performed a time-stratified case-crossover analysis with a distributed lag nonlinear model to examine the effect of ambient temperature on the risk of injury. Individual meteorological exposure was estimated based on the address of the selected school. We also performed stratified analyses by sex, age, and area. A total of 57322 and 5455 cases of falls and RTIs were collected, respectively. We observed inverted U-shaped curves for temperature-injury associations, with maximum risk temperatures at 18 °C (48th of daily mean temperature distribution) for falls and 22 °C (67th of daily mean temperature distribution) for RTIs. The corresponding odds ratios (95% confidence intervals) were 2.193 (2.011, 2.391) and 3.038 (1.988, 4.644) for falls and RTIs, respectively. Notably, there was a significant age-dependent trend in which the temperature effect on falls was greater in older students (P-trend < 0.05). This study suggests a significant association between ambient temperature and students' outdoor falls and RTIs. Our findings may help advance tailored strategies to reduce the incidence of outdoor falls and RTIs in children and adolescents. ELECTRONIC SUPPLEMENTARY MATERIAL Supplementary material is available in the online version of this article at 10.1007/s11783-023-1705-1 and is accessible for authorized users.
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Affiliation(s)
- Hao Zheng
- Department of Environmental Health, Jiangsu Provincial Center for Disease Control and Prevention, Nanjing, 210009 China
| | - Jian Cheng
- Department of Epidemiology and Biostatistics, School of Public Health, Anhui Medical University, Hefei, 230032 China
- Anhui Province Key Laboratory of Major Autoimmune Disease, Hefei, 230032 China
| | - Hung Chak Ho
- Department of Anaesthesiology, School of Clinical Medicine, The University of Hong Kong, Hong Kong, 999077 China
| | - Baoli Zhu
- Department of Environmental Health, Jiangsu Provincial Center for Disease Control and Prevention, Nanjing, 210009 China
| | - Zhen Ding
- Department of Environmental Health, Jiangsu Provincial Center for Disease Control and Prevention, Nanjing, 210009 China
| | - Wencong Du
- Department of Noncommunicable Diseases, Jiangsu Provincial Center for Disease Control and Prevention, Nanjing, 210009 China
| | - Xin Wang
- Department of Child and Adolescent Health Promotion, Jiangsu Provincial Center for Disease Control and Prevention, Nanjing, 210009 China
| | - Yang Yu
- Department of Environmental Health, Jiangsu Provincial Center for Disease Control and Prevention, Nanjing, 210009 China
| | - Juan Fei
- Department of Environmental Health, Jiangsu Provincial Center for Disease Control and Prevention, Nanjing, 210009 China
| | - Zhiwei Xu
- School of Public Health, University of Queensland, Queensland, 4006 Australia
| | - Jinyi Zhou
- Department of Noncommunicable Diseases, Jiangsu Provincial Center for Disease Control and Prevention, Nanjing, 210009 China
| | - Jie Yang
- Department of Child and Adolescent Health Promotion, Jiangsu Provincial Center for Disease Control and Prevention, Nanjing, 210009 China
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Cui Y, Yang W, Shuai J, Ma Y, Yan Y. High, low, and non-optimum temperatures exposure on road injuries in a changing climate: a secondary analysis based on the Global Burden of Disease Study 2019. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH INTERNATIONAL 2023; 30:11012-11024. [PMID: 36087177 DOI: 10.1007/s11356-022-22903-2] [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: 06/24/2022] [Accepted: 09/02/2022] [Indexed: 06/15/2023]
Abstract
Global warming in the twenty-first century has gradually made high temperatures a major threat to the global population. Health problems associated with extreme temperatures have become a growing public health concern worldwide. This study aimed to estimate road injuries stratified by sex, age, geographic location, and sociodemographic status attribute to high, low, and non-optimal temperatures in 21 regional and global. We used the Global Burden of Disease (GBD) Study Results Tool to examine the age-standardized death rates (ASDR) and disability-adjusted life years (DALYs) due to road injuries in 2019 by Joinpoint regression. In addition, we reported high, low, and non-optimal temperature exposures for road injuries across different groups by gender, age, region, and disease. Moreover, we examined temporal trends in the burden of road disease caused by high, low, and non-optimum temperatures from 1990 to 2019. Trend analyzes were conducted for five sociodemographic index (SDI) regions. Globally, both ASDR and DALY declined from 1990 to 2019, with average annual percent change (AAPC) values of - 1.3% and - 1.2%, respectively. In 2019, the indicators (death and DALYs) steadily declined, while SDI quintile increased in most regions. Road injuries related to death and DALYs rate attributed to high temperatures were 0.17 and 8.50, respectively, in 2019. From 1990 to 2019, DALYs for road injuries caused by low temperatures showed the most significant upward trend in most regions, especially in low-latitude countries. This study provides a comprehensive understanding of the road injury burden caused by high, low, and non-optimum temperatures, which remains high in regions with low SDI. Therefore, special attention should be paid to road injuries in poor countries or in areas with extreme temperatures.
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Affiliation(s)
- Yiran Cui
- Department of Epidemiology and Medical Statistics, Xiangya School of Public Health, Central South University, Changsha, 410078, China
| | - Wenyan Yang
- Department of Epidemiology and Medical Statistics, Xiangya School of Public Health, Central South University, Changsha, 410078, China
| | - Jingliang Shuai
- Department of Epidemiology and Medical Statistics, Xiangya School of Public Health, Central South University, Changsha, 410078, China
| | - Yulan Ma
- Department of Epidemiology and Medical Statistics, Xiangya School of Public Health, Central South University, Changsha, 410078, China
| | - Yan Yan
- Department of Epidemiology and Medical Statistics, Xiangya School of Public Health, Central South University, Changsha, 410078, China.
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Lin WQ, Lin L, Yuan LX, Pan LL, Huang TY, Sun MY, Qin FJ, Wang C, Li YH, Zhou Q, Wu D, Liang BH, Lin GZ, Liu H. Association between meteorological factors and elderly falls in injury surveillance from 2014 to 2018 in Guangzhou, China. Heliyon 2022; 8:e10863. [PMID: 36254282 PMCID: PMC9568828 DOI: 10.1016/j.heliyon.2022.e10863] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Revised: 09/13/2022] [Accepted: 09/27/2022] [Indexed: 11/28/2022] Open
Abstract
Introduction With rapid increase in the aging population, falls injuries have become an important public health problem. However, limited data have been reported on the associations between meteorological factors and falls injuries in the elderly. This study assessed the epidemiology of falls injuries and explored this association in the elderly in Guangzhou, China. Methods Data on elderly falls injury cases and meteorological variables from 2014 to 2018 in Guangzhou were collected from the Guangzhou Injury Monitoring System and Guangzhou Meteorological Bureau, respectively. The monthly average data on falls injuries and meteorological factors were applied to the data analysis. These correlations were conducted using Pearson correlation analysis. A multiple linear regression model was used to estimate the effects of meteorological factors on falls injuries in the elderly in Guangzhou, China. Results Accounting for 49.41% of causes of elderly injury were falls in the Guangzhou Injury Monitoring System from 2014 to 2018, which occupied first place for five consecutive years. The monthly number of elderly falls injury cases was lowest in April and highest in December, and had a positive correlation with monthly mean wind speed (r = 0.187, P < 0.01) and a negative correlation with monthly atmospheric pressure (r = -0.142, P < 0.05). A multiple linear regression model was constructed (F = 10.176, P < 0.01), which explained 23.7% of the variances (R 2 = 0.237). Monthly mean wind speed (β = 76.85, P < 0.01) and monthly mean atmospheric pressure (β = -3.162, P < 0.01) were independent factors affecting monthly elderly falls injuries. Conclusions Falls are the primary cause of injury among elderly people in Guangzhou, China. Meteorological factors are related to falls injuries in the elderly population. Decreasing activity during high wind and low atmospheric pressure weather may help reduce the number of elderly falls injury cases.
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Affiliation(s)
- Wei-Quan Lin
- Department of Basic Public Health, Center for Disease Control and Prevention of Guangzhou, Guangzhou 510440, China,Institute of Public Health, Guangzhou Medical University & Guangzhou Center for Disease Control and Prevention, Guangzhou 510440, China
| | - Lin Lin
- School of Public Health, Guangzhou Medical University, Guangzhou 511436, China
| | - Le-Xin Yuan
- Brain Hospital of Guangzhou Medical University, Guangzhou Huiai Hospital, Guangzhou 510440, China
| | - Le-Le Pan
- Department of Obstetrics and Gynecology, Women and Children's Hospital of Guangdong Province, Guangzhou 511400, China
| | - Ting-Yuan Huang
- Department of Prevention and Control of Chronic Noncommunicable Diseases, Center for Disease Control and Prevention of Guangzhou, Guangzhou 510440, China
| | - Min-Ying Sun
- Department of Basic Public Health, Center for Disease Control and Prevention of Guangzhou, Guangzhou 510440, China,Institute of Public Health, Guangzhou Medical University & Guangzhou Center for Disease Control and Prevention, Guangzhou 510440, China
| | - Fa-Ju Qin
- Department of Prevention and Control of Chronic Noncommunicable Diseases, Center for Disease Control and Prevention of Guangzhou, Guangzhou 510440, China
| | - Chang Wang
- Department of Basic Public Health, Center for Disease Control and Prevention of Guangzhou, Guangzhou 510440, China
| | - Yao-Hui Li
- Department of Basic Public Health, Center for Disease Control and Prevention of Guangzhou, Guangzhou 510440, China
| | - Qin Zhou
- Department of Basic Public Health, Center for Disease Control and Prevention of Guangzhou, Guangzhou 510440, China
| | - Di Wu
- Institute of Public Health, Guangzhou Medical University & Guangzhou Center for Disease Control and Prevention, Guangzhou 510440, China,Department of Prevention and Control of Chronic Noncommunicable Diseases, Center for Disease Control and Prevention of Guangzhou, Guangzhou 510440, China
| | - Bo-Heng Liang
- Department of Prevention and Control of Chronic Noncommunicable Diseases, Center for Disease Control and Prevention of Guangzhou, Guangzhou 510440, China
| | - Guo-Zhen Lin
- Department of Basic Public Health, Center for Disease Control and Prevention of Guangzhou, Guangzhou 510440, China
| | - Hui Liu
- Department of Basic Public Health, Center for Disease Control and Prevention of Guangzhou, Guangzhou 510440, China,Corresponding author.
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