Seoul

首尔
  • 文章类型: Journal Article
    目的:本研究旨在全面检查首尔城市老年人抑郁的决定因素,利用社会生态模式来解决多方面的影响。
    方法:使用2022年首尔老龄化调查的数据进行了全面分析,它调查了2914名65岁及以上的人。进行了多元逻辑回归分析,以确定导致抑郁症状的因素,包括社会人口特征,健康行为和状况,研究可达性,社会支持,和环境影响。
    结果:这项研究表明,主观健康状况差(OR=1.47)和多种慢性疾病(OR=1.59)的存在显着增加了城市老年人抑郁症状的风险。从社会支持的角度来看,独居与较高的抑郁风险相关(OR=1.66),低粮食安全(OR=2.56),和低数字能力(OR=2.70)都是抑郁症状的显著预测因子。此外,缺乏对文化设施的参与(OR=2.15)被认为是导致抑郁症的关键环境因素.
    结论:研究结果强调需要采取旨在预防慢性病的全面政策和实际干预措施,加强社会支持网络,提高数字素养,确保粮食安全,以及扩大获得医疗保健和文化设施的机会。这些措施对于缓解城市老年人的抑郁症至关重要,从而提高他们的整体福祉和生活质量。
    OBJECTIVE: This study aims to comprehensively examine the determinants of depression among urban older adults in Seoul, utilizing the social-ecological model to address multifaceted influences.
    METHODS: A comprehensive analysis was conducted using data from the 2022 Seoul Aging Survey, which surveyed 2,914 individuals aged 65 and above. A multiple logistic regression analysis was performed to identify factors contributing to depressive symptoms, including socio-demographic characteristics, health behaviors and status, research accessibility, social support, and environmental influences.
    RESULTS: This study revealed that poor subjective health (OR = 1.47) and the presence of multiple chronic diseases (OR = 1.59) significantly increased the risk of depressive symptoms among urban older adults. From a social support standpoint, living alone was associated with a higher risk of depression (OR = 1.66), low food security (OR = 2.56), and low digital competency (OR = 2.70) were all significant predictors of depressive symptoms. Additionally, a lack of engagement with cultural facilities (OR = 2.15) was identified as a critical environmental factor contributing to depression.
    CONCLUSIONS: The findings underscore the need for comprehensive policy and practical interventions aimed at preventing chronic disease, enhancing social support networks, improving digital literacy, ensuring food security, and expanding access to healthcare and cultural facilities. Such measures are crucial in mitigating depression among urban older adults, thereby enhancing their overall well-being and quality of life.
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  • 文章类型: Journal Article
    这项研究的目的是定义首尔市民对酒精管制政策的酒精消费规范和态度,以及这些规范与有利的监管政策之间的关系。研究人群包括居住在首尔的1001名19-80岁的成年人。我们收集了人口统计数据和健康行为数据,对饮酒的态度,和首选酒精法规政策。分析了饮酒与优惠监管政策之间的相关性。男性,除了被雇佣,19-39岁,单身,一个吸烟者,和当前或重度偶发性饮酒者与更积极的饮酒态度(所有p<0.001)和较少的酒精监管政策的愿望(所有p<0.001)。我们发现对饮酒的态度与首选酒精监管政策之间存在显着负相关(p<0.001)。赞成减少或不饮酒以及减少与酒精有关的伤害的参与者更接受限制性饮酒政策。为了建立酒精控制政策,应该考虑人群内饮酒规范的差异。此外,为了成功的酒精控制政策,应该努力改变饮酒规范,以及考虑人口群体之间监管政策偏好的差异。
    The purpose of this study was to define the alcohol consumption norms and attitudes toward alcohol regulation policies among citizens of Seoul and the relationships between such norms and the favored regulatory policies. The study population consisted of 1001 adults aged 19-80 years living in Seoul. We collected demographic data and data on health behaviors, attitudes towards drinking, and preferred alcohol regulation policies. The correlations between drinking and the favored regulatory policies were analyzed. Male, as well as being employed, aged 19-39 years, single, a smoker, and a current or heavy episodic drinker were associated with more positive attitudes toward drinking (all p < 0.001) and less desire for alcohol regulation policies (all p < 0.001). We found a significant negative correlation between attitudes toward drinking and preferred alcohol regulation policies (p < 0.001). Participants who favored reduced or no alcohol consumption and a reduction in alcohol-related harm were more accepting of restrictive alcohol consumption policies. To establish alcohol control polices, differences in drinking norms within populations should be considered. Furthermore, for a successful alcohol control policy, efforts should be made to change drinking norms, as well as consider differences in regulatory policy preferences between population groups.
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  • 文章类型: Journal Article
    革兰氏染色阳性,有氧,杆状应变,YJM1T和YJM12S,与Maebong山隔离,Dogok-dong,江南谷,首尔,大韩民国。菌株YJM1T和YJM12S在5-35°C下表现出生长(最佳,20-30°C)和pH6-9(最佳,pH7)和在0-4%(w/v)NaCl中。菌株YJM1T和YJM12S与以下节杆菌属成员显示出最高的16SrRNA基因序列相似性:A.nanjingensisA33T(98.3%/98.2%相似性),A.WoluwensisNBRC107840T(98.2%/98.1%),A.humicolaKV-653T(97.3%),米曲霉KV-651T(97.3%),和球形A.NBRC12137T(97.2%)。这些菌株在Reasoner的2A上生长良好,营养,Mueller-Hinton,酵母葡萄糖,和葡萄糖蛋白胨肉提取物琼脂。菌株YJM1T的主要极性脂质是磷脂酰甘油,二磷脂酰甘油,和磷脂酰肌醇。菌株YJM1T的主要呼吸醌是MK-9(H2),菌株YJM1T和YJM12S的主要脂肪酸为anteiso-C15:0,anteiso-C17:0,iso-C15:0和iso-C16:0。DNAG+C含量,基于菌株YJM1T的全基因组序列,为68.3mol%。菌株YJM1T与参考菌株之间的平均核苷酸同一性值和数字DNA-DNA杂交值范围为75.0%至92.7%和21.0%至65.3%,分别。菌株YJM1T对枯草芽孢杆菌和大肠杆菌具有抗菌活性。考虑到化学分类学,表型,基因型,和系统发育结果,我们提出菌株YJM1T代表节杆菌属中的一种新物种,并建议命名为节杆菌属。11月。(菌株YJM1T=KACC23300T=JCM36483T)。
    Gram-stain-positive, aerobic, rod-shaped strains, YJM1T and YJM12S, were isolated from Maebong Mountain, Dogok-dong, Gangnam-gu, Seoul, Republic of Korea. Strains YJM1T and YJM12S exhibited growth at 5-35 °C (optimum, 20-30 °C) and pH 6-9 (optimum, pH 7) and in 0-4 % (w/v) NaCl. Strains YJM1T and YJM12S showed highest 16S rRNA gene sequence similarity to the following members of the genus Arthrobacter: A. nanjingensis A33T (98.3 %/98.2 % similarity), A. woluwensis NBRC 107840T (98.2 %/98.1 %), A. humicola KV-653T (97.3 %), A. oryzae KV-651T (97.3 %), and A. globiformis NBRC 12137T (97.2 %). The strains grew well on Reasoner\'s 2A, nutrient, Mueller-Hinton, yeast-dextrose, and glucose-peptone-meat extract agars. The major polar lipids of strain YJM1T were phosphatidylglycerol, diphosphatidylglycerol, and phosphatidylinositol. The primary respiratory quinone of strain YJM1T was MK-9(H2), and the major fatty acids of strains YJM1T and YJM12S were anteiso-C15 : 0, anteiso-C17 : 0, iso-C15 : 0, and iso-C16 : 0. The DNA G+C content, based on the whole genome sequence of strain YJM1T, was 68.3 mol%. Average nucleotide identity values and digital DNA-DNA hybridization values between strain YJM1T and the reference strains ranged from 75.0 to 92.7 % and from 21.0 to 65.3 %, respectively. Strain YJM1T exhibited antimicrobial activity against Bacillus subtilis and Escherichia coli. Considering the chemotaxonomic, phenotypic, genotypic, and phylogenetic results, we propose the strain YJM1T represents a novel species in the genus Arthrobacter and suggest the name Arthrobacter horti sp. nov. (type strain YJM1T=KACC 23300T=JCM 36483T).
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  • 文章类型: Journal Article
    规划者和决策者考虑为边缘化家庭提供合适的生活环境,除了创造负担得起的房子。以前的研究已经探索了公共租赁住房(PRH)社区的各种社会经济属性,特别是在教育方面,工作,和运输机会;然而,我们对这类受资助家庭的健康机会了解有限。这项研究,因此,探索首尔PRH居民的紧急医疗服务(EMS)和初级卫生保健(PHC)的可及性和空间公平性,韩国。研究结果表明,具有PRH的社区与EMS和PHC可及性的较低比值比相关。特别是,PRH的位置与社区医疗服务可及性之间的关系因PRH的类型而异。虽然具有大规模PRH的社区与较低的PHC访问相关联,那些具有小规模PRH的人与较低的EMS访问相关联。此外,我们的研究结果表明,PRH往往位于步行能力较低的社区。这些结果可能有助于根据经验确定PHC和EMS的空间可达性,以及邻里步行能力,这可能会影响补贴家庭中个人的健康状况。
    Planners and policymakers significantly consider providing suitable living environments for marginalized households, beyond creating affordable homes. Previous studies have explored various socioeconomic attributes of neighborhoods with public rental housing (PRH), particularly regarding education, job, and transportation opportunities; however, we have a limited understanding of health opportunities among such subsidized households. This study, therefore, explores the accessibility and spatial equity of emergency medical services (EMS) and primary health care (PHC) for PRH residents in Seoul, Korea. The findings show that neighborhoods with PRHs are associated with lower odds ratios for EMS and PHC accessibility. In particular, the relationships between the locations of PRHs and medical services accessibility in neighborhoods varied across the types of PRHs. While neighborhoods with large-scale PRHs are associated with lower PHC access, those with small-scale PRHs are associated with lower EMS access. In addition, our findings show that PRHs tend to be located in neighborhoods with lower walkability. These results may help in empirically determining the spatial accessibility of PHC and EMS, as well as neighborhood walkability, which may affect the health status of individuals in subsidized households.
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  • 文章类型: Journal Article
    随着世界从COVID-19大流行中稳步复苏,管理大型聚会成为确保人群安全的关键问题。2022年首尔的人群拥挤灾难凸显了对有效预测人群管理技术的需求。在这项研究中,利用各种来源的数据对这一事件进行了实证分析,并创建基于模型的模拟,以复制高风险地区的危险人群状况。在实证分析中,移动设备数据表明,在事件发生前几个小时,灾区的人口显着增加,高于正常水平。在模拟中,采用水动力模型来模拟双向碰撞,定量表明,在挤压过程中平均密度达到7.57ped/m2(最大为(9.95)ped/m2)。此外,平均人群压力峰值为1,063牛顿/米(最大为1,961牛顿/米),最大速度熵为10.99。基于这些发现,可以得出结论,灾难的主要原因是人口众多,双向碰撞,和不断升级的恐慌。然后给出了各种管理策略下的受控模拟结果。通过实施有效的人群管理技术,通过对这些关键指标的定量比较,可以提高人群安全性。
    As the world steadily recovers from the COVID-19 pandemic, managing large gatherings becomes a critical concern for ensuring crowd safety. The crowd-crush disaster in Seoul in 2022 highlights the need for effective predictive crowd management techniques. In this study, an empirical analysis of this incident is conducted using data from various sources, and model-based simulations are created to replicate hazardous crowd conditions in high-risk areas. In the empirical analysis, mobile device data indicates a significant increase in population above normal levels in the disaster area just hours before the incident occurred. In the simulations, a hydrodynamic model is employed to simulate a bidirectional collision, which quantitatively demonstrates that the average density during the crush reached 7.57 ped/m2 (with a maximum of (9.95)ped/m2). Additionally, the average crowd pressure peaked at 1,063 N/m (with a maximum of 1,961 N/m), and the maximum velocity entropy was 10.99. Based on these findings, it can be concluded that the primary causes of the disaster were the substantial population, bidirectional collision, and escalating panic. The results of controlled simulations under various management strategies are then presented. By implementing effective crowd management techniques, crowd safety can be enhanced through quantitative comparisons of these key indicators.
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  • 文章类型: Journal Article
    这项研究调查了导致自行车事故的因素,重点研究了四类自行车道和其他暴露和建成环境特征的普查街区。以首尔为例,收集了2018年至2020年三年的自行车事故现场数据,导致1,330个自行车事故现场和2,072起事故。地理加权泊松回归(GWPR)模型被用作方法论方法,以研究事故频率和整个空间的解释变量之间的空间变化关系,与泊松回归模型相反。结果表明,GWPR模型在捕获未观察到的空间异质性方面优于全局泊松回归模型。例如,确定模型拟合优度的偏差值对于Poisson回归模型为0.244,对于拟合更好的GWPR模型为0.500。进一步的发现表明,影响自行车事故的因素会根据事故的位置和分布而产生不同的影响。例如,尽管有自行车道,一些人口普查街区,特别是在城市的东北部,自行车事故仍然存在风险。这些发现可以为城市规划者和决策者制定自行车安全措施和法规提供有价值的见解。
    This study investigates the factors contributing to bicycle accidents, focusing on four types of bicycle lanes and other exposure and built environment characteristics of census blocks. Using Seoul as a case study, three years of bicycle accident spot data from 2018 to 2020 was collected, resulting in 1,330 bicycle accident spots and a total of 2,072 accidents. The geographically weighted Poisson regression (GWPR) model was used as a methodological approach to investigate the spatially varying relationships between the accident frequency and explanatory variables across the space, as opposed to the Poisson regression model. The results indicated that the GWPR model outperforms the global Poisson regression model in capturing unobserved spatial heterogeneity. For example, the value of deviance that determines the goodness of fit for a model was 0.244 for the Poisson regression model and 0.500 for the far better-fitting GWPR model. Further findings revealed that the factors affecting bicycle accidents have varying impacts depending on the location and distribution of accidents. For example, despite the presence of bicycle lanes, some census blocks, particularly in the northeast part of the city, still pose a risk for bicycle accidents. These findings can provide valuable insights for urban planners and policymakers in developing bicycle safety measures and regulations.
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  • 文章类型: Journal Article
    背景:年龄较大的患者更有可能被低估,因为他们经常患有多种疾病并抱怨非特异性症状。因此,有必要确定急诊科年龄不足的老年患者的特征。
    方法:这项描述性研究回顾性分析了2019年1月至12月在首尔综合医院急诊科就诊的老年患者的电子病历。
    结果:在研究期间到急诊科就诊的老年患者中,约有29%(n=4,823)被归类为韩国分诊和敏锐度量表(KTAS)4级或5级,约有8%(n=397)被诊断不足。大约73%(n=288)的患者在急诊就诊后住院。年龄不足的老年患者出现神经系统症状,如头晕和头痛(28.8%),心肺症状,如胸部不适,心悸,腹痛(28.4%),头部外伤(12.8%),以及咳嗽和呼吸困难等呼吸道症状(12.5%)。
    结论:急诊科的分诊护士应仔细分诊老年患者,因为他们的主诉可能是非特异性的。特别是,当老年患者到急诊科就诊并出现头晕等症状时,异常疼痛,胸部不适,心悸,和头部创伤,他们更有可能被送入重症监护室。因此,对于出现这些症状的老年患者,细致的护理至关重要。
    BACKGROUND: Older patients are more likely to be undertriaged as they often suffer from multiple diseases and complain of non-specific symptoms. Therefore, it is necessary to identify the characteristics of undertriaged older patients in emergency departments.
    METHODS: This descriptive study retrospectively reviewed and analyzed the electronic medical records of older patients who visited the emergency department of a general hospital in Seoul between January and December 2019.
    RESULTS: Approximately 29 % (n = 4,823) of older patients who visited the emergency department during the study period were classified as Korean Triage and Acuity Scale (KTAS) level 4 or 5, and approximately 8 % (n = 397) were undertriaged. Approximately 73 % (n = 288) of patients were hospitalized after visiting the emergency department. The undertriaged older patients exhibited nervous system symptoms such as dizziness and headache (28.8 %), cardiopulmonary symptoms such as chest discomfort, palpitations, and abdominal pain (28.4 %), head trauma (12.8 %), and respiratory symptoms such as cough and dyspnea (12.5 %).
    CONCLUSIONS: Triage nurses in emergency departments should carefully triage older patients as their chief complaints can be non-specific. In particular, when older patients visit the emergency department and exhibit symptoms such as dizziness, abnormal pain, chest discomfort, palpitations, and head trauma, they are more likely to be admitted to the intensive care unit. Therefore, meticulous care for older patients showing these symptoms is essential.
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  • 文章类型: Journal Article
    尽管过去十年来公路货运量和相关事故大幅增加,我们对它们的空间分布的理解仍然有限。这是令人担忧的,因为货车撞车通常会导致致命和严重的伤害。这项研究的重点是首尔,韩国通过调查货运事故中空间不平等的模式和来源,为文献做出了贡献。具体来说,它研究了社会经济上处于不利地位的社区是否经历了更高的货运事故集中度。使用盖尔巴赫的分解技术,这项研究还旨在确定导致弱势和弱势社区之间货运事故差异的因素,并量化其相对贡献。回归结果表明,在调整其他因素之前,严重的货运事故在弱势社区中更为普遍-在非严重事故中没有观察到这种模式。分解分析表明,在不利和不利程度较低的社区之间观察到的严重货运事故的差异完全可以通过几个社区特征的差异来解释,包括当地道路密度,卡车交通量密度,靠近物流终端,和越野自行车道密度,在邻域类型之间。有趣的是,邻里类型之间的建筑环境特征差异不仅无法解释,而且抵消了严重货运事故的差异。这项研究的结果表明了减轻货运事故发生和解决相关空间不平等的详细政策含义。
    Despite considerable increases in road freight traffic and associated crashes over the past decade, our understanding of their spatial distribution remains limited. This is concerning because freight vehicle crashes often lead to fatal and severe injuries. This study focuses on Seoul, South Korea and contributes to the literature by investigating the patterns and sources of spatial inequity in freight crashes. Specifically, it examines whether socioeconomically disadvantaged neighborhoods experience a higher concentration of freight crashes. Using the Gelbach\'s decomposition technique, this study also aims to identify the factors contributing to differences in freight crashes between disadvantaged and less-disadvantaged neighborhoods and quantify their relative contributions. The regression results show that severe freight crashes are more prevalent in disadvantaged neighborhoods before adjusting for other factors-a pattern not observed in non-severe crashes. The decomposition analysis reveals that the observed disparities in severe freight crashes between disadvantaged and less-disadvantaged neighborhoods are fully explained by differences in several neighborhood characteristics, including local road density, truck traffic volume density, proximity to logistics terminals, and off-road bicycle lane density, between neighborhood types. Interestingly, differences in built environment characteristics between neighborhood types not only fail to explain but instead counteract the disparities in severe freight crashes. The findings of this study suggest detailed policy implications for mitigating freight crash occurrences and addressing related spatial inequities.
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  • 文章类型: Journal Article
    背景:根据以前的研究,在COVID-19大流行期间,医务人员的压力和职业倦怠增加。本研究分析了COVID-19应对工作经验对市级医院工作人员在大流行期间离开工作场所意愿的影响。
    方法:将在首尔八家市立医院之一工作超过1年的3556名员工作为研究人群,这些员工要么为被隔离的COVID-19患者提供住院治疗,要么作为筛查诊所运营。总的来说,1227名员工在2020年10月21日至11月18日之间完成了网络或移动调查。根据员工是否执行COVID-19响应任务,进行卡方检验以确认离职意向分布的差异。进行了多元逻辑回归分析,以确定影响离开意图的因素。
    结果:在1227名受访者中,761人(62.0%)是一线工人,他们是对COVID-19的第一线反应。COVID-19应对任务的经验(OR=1.59,p=0.003)与离职意向显著相关。此外,20-29岁(OR=2.11,p=0.038)和40-49岁(OR=1.57,p=0.048)的工人的离职倾向概率明显更高,未婚个体(OR=1.66,p=0.005),医生(OR=2.41,p=0.010),护士(OR=1.59,p=0.036),和技术人员(OR=2.22,p=0.009)。在经历高职业倦怠的人(OR=2.03,p<0.001)和在非直接管理的市政医院工作的人(OR=1.87,p=0.018)中发现了高离职倾向。
    结论:直接参与COVID-19应对工作的员工表现出更高的离职意愿。各种个人,工作,和组织因素显著影响员工离开专门COVID-19医院的意愿。这些发现表明,有必要引入管理计划,以帮助在执行COVID-19响应任务时经历职责突然变化和失去自主权的工人。
    BACKGROUND: According to previous studies, stress and job burnout among medical personnel increased during the COVID-19 pandemic. This study analyzed the effect of the experience of COVID-19 response work on the intention of municipal hospital staffs to leave their workplaces during the pandemic.
    METHODS: The 3556 employees who had worked for more than 1 year at one of the eight Seoul Municipal Hospitals that either provided inpatient treatment for quarantined COVID-19 patients or operated as screening clinics were taken as the study population. In total, 1227 employees completed a web or mobile survey between October 21 and November 18, 2020. A chi-squared test was performed to confirm the difference in the distribution of turnover intention depending on whether the employees performed COVID-19 response tasks. Multiple logistic regression analyses were performed to determine the factors that affected the intention to leave.
    RESULTS: Of the 1227 respondents, 761 (62.0%) were frontline workers who were the first line of response to COVID-19. Experience with COVID-19 response tasks (OR = 1.59, p = 0.003) was significantly associated with the intention to leave. Additionally, the probability of turnover intention was significantly higher among workers aged 20-29 years (OR = 2.11, p = 0.038) and 40-49 years (OR = 1.57, p = 0.048), unmarried individuals (OR = 1.66, p = 0.005), doctors (OR = 2.41, p = 0.010), nurses (OR = 1.59, p = 0.036), and technical staff members (OR = 2.22, p = 0.009). High turnover intention was found among those who experienced high levels of burnout (OR = 2.03, p < 0.001) and those working in non-directly managed municipal hospitals (OR = 1.87, p = 0.018).
    CONCLUSIONS: Employees directly involved in COVID-19 response work displayed higher turnover intention. Various personal, job, and organizational factors significantly influenced employees\' intentions to leave their positions in dedicated COVID-19 hospitals. These findings suggest the necessity of introducing management programs to aid workers who have experienced sudden changes in their duties and loss of autonomy while performing COVID-19 response tasks.
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  • 文章类型: Journal Article
    背景:作为城市公共交通系统的补充手段,公共自行车共享提供了一种绿色和积极的可持续出行模式,同时减少二氧化碳排放和促进健康。人们对影响共享单车使用的因素越来越感兴趣,但是对环境空气污染的影响知之甚少。
    方法:为了评估每日暴露于多种空气污染物(PM2.5,PM10,NO2和O3)对首尔公共自行车共享系统(PBS)使用的短期影响,韩国(2018-2021),我们应用了拟泊松广义线性模型和分布滞后非线性模型(DLNM)。该模型针对一周中的某一天进行了调整,假日,温度,相对湿度,和长期趋势。我们还进行了分层分析,以检查年龄组的潜在影响修改,季节性,和COVID-19。
    结果:我们发现,在单个滞后第1天,每日环境空气污染与PBS使用水平之间存在负相关(即,活动前一天的空气质量)所有四种污染物。我们的结果表明,空气污染物含量高的日子(在第95百分位数)与PM2.5的0.91%(0.86%至0.96%),PM10的0.89%(0.85%至0.94%),O3的0.87%(0.82%至0.91%)和NO2的0.92%(0.87%至0.98%),与污染物含量低的日子(第25百分位数)相比,第二天的循环行为减少。没有发现季节性影响改变的证据,年龄和四种污染物中任何一种的COVID-19大流行。
    结论:我们的研究结果表明,无论所测量的空气污染物类型如何,高浓度的环境空气污染与随后一天PBS使用率的降低有关。
    BACKGROUND: As a complementary means to urban public transit systems, public bike-sharing provides a green and active mode of sustainable mobility, while reducing carbon-dioxide emissions and promoting health. There has been increasing interest in factors affecting bike-sharing usage, but little is known about the effect of ambient air pollution.
    METHODS: To assess the short-term impact of daily exposure to multiple air pollutants (PM2.5, PM10, NO2, and O3) on the public bike-sharing system (PBS) usage in Seoul, South Korea (2018-2021), we applied a quasi-Poisson generalized linear model combined with a distributed lag nonlinear model (DLNM). The model was adjusted for day of the week, holiday, temperature, relative humidity, and long-term trend. We also conducted stratification analyses to examine the potential effect modification by age group, seasonality, and COVID-19.
    RESULTS: We found that there was a negative association between daily ambient air pollution and the PBS usage level at a single lag day 1 (i.e., air quality a day before the event) across all four pollutants. Our results suggest that days with high levels of air pollutants (at 95th percentile) are associated with a 0.91% (0.86% to 0.96%) for PM2.5, 0.89% (0.85% to 0.94%) for PM10, 0.87% (0.82% to 0.91%) for O3, and 0.92% (0.87% to 0.98%) for NO2, reduction in cycling behavior in the next day compared to days with low levels of pollutants (at 25th percentile). No evidence of effect modification was found by seasonality, age nor the COVID-19 pandemic for any of the four pollutants.
    CONCLUSIONS: Our findings suggest that high concentrations of ambient air pollution are associated with decreased rates of PBS usage on the subsequent day regardless of the type of air pollutant measured.
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