Influencing Factors

影响因素
  • 文章类型: Journal Article
    评估硫酸粘菌素治疗碳青霉烯类耐药生物(CRO)引起的感染的有效性和安全性,并分析影响其有效性的潜在因素。
    在这项回顾性研究中,分析了2020年6月至2023年6月CRO感染患者的医疗记录,分为有效和无效治疗组,并比较临床结局和不良反应。采用多因素logistic回归和ROC曲线分析确定影响因素。
    该研究包括226名患者,有效治疗组124例,无效组102例。总共培养293个CRO菌株。硫酸粘菌素的临床有效率为54.87%,微生物功效率46.46%,医院死亡率20.80%,在11.50%的患者中观察到肾毒性。多因素分析确定APACHEII评分和血管活性药物使用是无效治疗的独立预测因素。而治疗持续时间和白蛋白水平预测有效治疗。ROC分析表明白蛋白水平>34g/L,APACHEII评分<13,治疗时间>10天与更好的临床疗效相关。
    硫酸粘菌素在临床上既安全又有效。治疗持续时间等因素,白蛋白水平,APACHEII得分,血管活性药物的独立使用影响其临床疗效,为其临床应用提供有价值的指导。
    UNASSIGNED: To assess the efficacy and safety of colistin sulfate in treating infections caused by carbapenem-resistant organisms (CRO) and to analyze potential factors impacting its effectiveness.
    UNASSIGNED: In this retrospective study, medical records of CRO-infected patients from June 2020 to June 2023 were analyzed, divided into effective and ineffective treatment groups, and compared for clinical outcomes and adverse reactions. Multifactorial logistic regression and ROC curve analysis were used to identify influencing factors.
    UNASSIGNED: The study included 226 patients, with 124 in the effective treatment group and 102 in the ineffective group. A total of 293 CRO strains were cultured. The clinical efficacy rate of colistin sulfate was 54.87%, the microbiological efficacy rate 46.46%, and the hospital mortality rate 20.80%, with nephrotoxicity observed in 11.50% of patients. Multifactorial analysis identified APACHE II scores and vasoactive drug use as independent predictors of ineffective treatment, while treatment duration and albumin levels predicted effective treatment. ROC analysis indicated that albumin levels >34 g/L, APACHE II scores <13, and treatment duration >10 days correlated with better clinical efficacy.
    UNASSIGNED: Colistin sulfate is both safe and effective in clinical settings. Factors such as treatment duration, albumin levels, APACHE II scores, and vasoactive drug use independently affect its clinical efficacy, providing valuable guidance for its informed clinical application.
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  • 文章类型: Case Reports
    根渠湿地,作为一种新型的模拟自然的湿地系统,提供了微污染水源净化的范例;然而,长期运营后,对根渠湿地的污染去除效果及其主要影响因素存在认识空白。这项研究收集了浊度,氨氮(NH3-N),总氮(TN),总磷(TP),高锰酸盐指数(CODMn),溶解氧(DO),嘉兴市石九阳(SJY)湿地和关井港(GJG)湿地进出口化学需氧量(COD),中国,从2019年到2021年。结果表明,根渠湿地具有较好的水质改善效果。SJY湿地对DO的去除率较大,CODMn,和浊度与GJG湿地相比。相比之下,两个湿地的其他水质指标去除率相似。影响因素分析表明,净水剂,流量,pH值,和水温对两种湿地的污染物去除率都有很大影响。为了解决高浊度和过量的DO,这是影响两个湿地的主要污染物,建议在预处理区之前实施引水河流,并在深度净化区加入生态浮床,以减轻这些问题。与常规一般人工湿地相比,根渠湿地是一种更具成本效益和可持续性的技术。该研究有助于提高对长江三角洲地区平原水网区根渠湿地净化微污染水源的认识,增强供水保障能力。实践要点:与传统的一般人工湿地相比,根渠湿地是更具成本效益和可持续性的技术。SJY湿地表现出更好的DO去除率,CODMn,和浊度,表明与GJG湿地相比具有更高的净化能力。流速和pH是影响GJG湿地的主要因素,而净水剂和水温是影响SJY湿地水质的主要因素。
    Root channel wetlands, as a new type of nature-imitating wetland system, provide a paradigm for micro-polluted water source purification; however, there is a knowledge gap on root channel wetlands\' pollution removal effects and their main influencing factors after longtime operation. This study collected the turbidity, ammonia nitrogen (NH3-N), total nitrogen (TN), total phosphorus (TP), permanganate index (CODMn), dissolved oxygen (DO), and chemical oxygen demand (COD) at the inlet and outlet of Shijiuyang (SJY) wetland and Guanjinggang (GJG) wetland in Jiaxing City, China, from 2019 to 2021. The results showed that root channel wetlands had better water quality improvement effects. The SJY wetland had larger removal rates for DO, CODMn, and turbidity compared with the GJG wetland. In contrast, other water quality indexes have similar removal rates at both wetlands. The influencing factor analysis showed that water purification agent, flow, pH, and water temperature have large influences on the removal rates of pollutants for both wetlands. To address high turbidity and excessive DO, which are the primary pollutants affecting the two wetlands, implementing the diversion river before the pretreatment area and incorporating ecological floating beds in the deep purification area are recommended solutions to mitigate these issues. Compared with conventional general constructed wetlands, root channel wetlands are a more cost-effective and sustainable technology. The research is conducive to improving understanding of root channel wetland purification for micro-polluted water sources and enhancing water supply security capability in the plains water network area of the Yangtze River Delta region. PRACTITIONER POINTS: Compared with conventional general constructed wetlands, root channel wetlands are more cost-effective and sustainable technology. The SJY wetland demonstrated better removal rates for DO, CODMn, and turbidity, indicating a higher purification capacity compared to GJG wetland. Flow rate and pH are the primary factors influencing the GJG wetland, while the waterpurification agent and water temperature are the main factors affecting water quality in the SJY wetland.
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  • 文章类型: Journal Article
    目标:体重增加过多,肥胖,或怀孕期间体重增加不足会对母亲和她的后代产生不利影响。本研究旨在探讨孕妇的自我感知和信念与孕期体重管理的关系。
    方法:于2023年7月至9月对长沙市350名孕妇进行横断面调查。工具包括社会人口统计学数据表,孕期身体素质管理保护动机问卷,和测量身体图像的尺度,焦虑,自我效能感,和社会支持。采用单因素分析和多元线性回归分析来确定影响妊娠期身体质量管理保护动机的因素。
    结果:保护性动机问卷的平均得分为124(SD=13.07),建议需要加强体重管理。影响保护动机的关键因素包括家庭收入,与医护人员合作,怀孕信息的来源,午夜吃零食的习惯,孕前锻炼,身体形象,自我效能感(P<0.05)。
    结论:该研究强调了影响孕妇身体质量管理动机的重要因素。这些包括经济地位,医疗保健合作,信息可访问性,生活习惯,和心理因素。研究结果强调,医疗保健专业人员需要将这些因素纳入怀孕护理计划,以改善身体质量管理。
    OBJECTIVE: Excessive weight gain, obesity, or insufficient weight gain during pregnancy can adversely affect both the mother and her offspring. This study aims to investigate the relationship between pregnant women\'s self-perception and beliefs and their body weight management during pregnancy.
    METHODS: A cross-sectional survey involving 350 pregnant women in Changsha City was conducted from July to September 2023. Instruments included a sociodemographic data sheet, protective motivation questionnaire for pregnancy body quality management, and scales measuring body image, anxiety, self-efficacy, and social support. Univariate analysis and multiple linear regression were employed to identify factors influencing protective motivation for body quality management during pregnancy.
    RESULTS: The average score of the protective motivation questionnaire was 124 (SD = 13.07), suggesting a need for enhanced weight management. Key factors influencing protective motivation included household income, cooperation with healthcare workers, sources of pregnancy information, midnight snacking habits, prepregnancy exercise, body image, and self-efficacy (P < 0.05).
    CONCLUSIONS: The study highlights significant factors influencing pregnant women\'s motivation for body quality management. These include economic status, healthcare collaboration, information accessibility, lifestyle habits, and psychological factors. The findings underscore the need for healthcare professionals to integrate these factors into pregnancy care programs to improve body quality management.
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  • 文章类型: Journal Article
    背景:心房颤动(AF)与认知障碍的风险增加有关。因此,探索可能与认知障碍相关的因素很重要。相应地,本研究旨在通过综合相关证据,系统评价房颤患者认知损害的相关因素。
    方法:PubMed的数据库搜索,Embase,科克伦图书馆,WebofScience,CBM,CNKI,万方,和VIP数据库从成立到2023年12月21日进行。效应大小表示为组合比值比(OR)和95%置信区间(95%CI)。异质性通过Cochran的Q检验进行定性分析,并通过I2统计量进行量化。
    结果:从8个数据库中确定了总共7,128项研究,纳入了3,491,423名参与者的39项研究。对19个影响因素进行Meta分析。高龄(OR=1.38,95%CI:1.11-1.71),女性(OR=2.19,95%CI:1.18-4.06),吸烟(OR=2.44,95%CI:1.24-4.80),高血压(OR=1.61,95%CI:1.27-2.03),糖尿病(OR=1.42,95%CI:1.20-1.67),听力障碍(OR=1.37,95%CI:1.05-1.81)是认知障碍的危险因素。高等教育水平(OR=0.57,95%CI:0.46-0.72),口服抗凝剂(OR=0.61,95%CI:0.48-0.78),新型口服抗凝剂(OR=0.63,95%CI:0.54-0.73),华法林(OR=0.55,95%CI:0.39-0.79),相对于华法林的新型口服抗凝剂(OR=0.88,95%CI:0.81-0.97),导管消融(OR=0.74,95%CI:0.58~0.94)和运动(OR=0.66,95%CI:0.61~0.72)是认知障碍的保护因素.
    结论:年龄,性别,教育水平,吸烟,锻炼,高血压,糖尿病,听力障碍,抗凝治疗,和导管消融与房颤患者的认知功能障碍相关。
    BACKGROUND: Atrial fibrillation (AF) is associated with an increased risk of cognitive impairment. Therefore, exploring factors which may be associated with cognitive impairment is important. Correspondingly, this study aimed to systematically evaluate factors associated with cognitive impairment in AF patients by synthesizing relevant evidence.
    METHODS: A database search of the PubMed, Embase, Cochrane Library, Web of Science, CBM, CNKI, Wanfang, and VIP databases was conducted from inception until December 21, 2023. The effect size was expressed as a combined odds ratio (OR) and 95 % confidence interval (95 % CI). The heterogeneity was qualitatively analyzed by Cochran\'s Q test and quantified by the I2 statistic.
    RESULTS: A total of 7,128 studies were identified from the 8 databases, and 39 studies of 3,491,423 participants were included. A meta-analysis was performed on 19 influencing factors. Advanced age (OR=1.38, 95 % CI: 1.11-1.71), female sex (OR=2.19, 95 % CI: 1.18-4.06), smoking (OR=2.44, 95 % CI: 1.24-4.80), hypertension (OR=1.61, 95 % CI: 1.27-2.03), diabetes (OR=1.42, 95 % CI: 1.20-1.67), and hearing impairment (OR=1.37, 95 % CI: 1.05-1.81) were risk factors for cognitive impairment. A higher education level (OR=0.57, 95 % CI: 0.46-0.72), oral anticoagulants (OR=0.61, 95 % CI: 0.48-0.78), novel oral anticoagulants (OR=0.63, 95 % CI: 0.54-0.73), warfarin (OR=0.55, 95 % CI: 0.39-0.79), novel oral anticoagulants relative to warfarin (OR=0.88, 95 % CI: 0.81-0.97), catheter ablation (OR=0.74, 95 % CI: 0.58-0.94) and exercise (OR=0.66, 95 % CI: 0.61-0.72) were protective factors for cognitive impairment.
    CONCLUSIONS: Age, sex, education level, smoking, exercise, hypertension, diabetes, hearing impairment, anticoagulation therapy, and catheter ablation were associated with cognitive impairment in AF patients.
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  • 文章类型: Journal Article
    目的:分析心脏病危重患者术后血小板减少的影响因素,构建列线图预测模型。
    方法:收集2022年10月至2023年10月我院就诊的319例心脏病危重患者,根据患者术后血小板减少情况分为术后血小板减少组(142例)和术后无血小板减少组(177例)。应用Logistic回归分析筛选心脏病危重患者术后血小板减少的危险因素;应用R软件构建预测心脏病危重患者术后血小板减少的列线图,和ROC曲线,校正曲线,和Hosmer-Lemeshow拟合优度测试用于评估列线图。
    结果:319名危重患者中有142名患者出现术后血小板减少症,占44.51%。Logistic回归分析显示性别(95%CI1.607~4.402,P=0.000),年龄≥60岁(95%CI1.380-3.697,P=0.001),术前抗血小板治疗(95%CI1.254-3.420,P=0.004),体外循环时间>120min(95%CI1.681~4.652,P=0.000)是重症心脏病患者术后血小板减少的独立危险因素。ROC曲线下面积为0.719(95%CI:0.663-0.774)。校准曲线的斜率接近1,Hosmer-Lemeshow拟合优度检验为χ2=6.422,P=0.491。
    结论:心脏病危重患者术后血小板减少受性别影响,年龄≥60岁,术前抗血小板治疗,和体外循环时间>120分钟。基于上述多个独立危险因素建立的列线图为临床预测心脏病危重患者术后血小板减少的风险提供了一种方法。
    OBJECTIVE: To analyze the influencing factors of postoperative thrombocytopenia in critically ill patients with heart disease and construct a nomogram prediction model.
    METHODS: From October 2022 to October 2023, 319 critically ill patients with heart disease who visited our hospital were collected and separated into postoperative thrombocytopenia group (n = 142) and no postoperative thrombocytopenia group (n = 177) based on their postoperative thrombocytopenia, Logistic regression analysis was applied to screen risk factors for postoperative thrombocytopenia in critically ill patients with heart disease; R software was applied to construct a nomogram for predicting postoperative thrombocytopenia in critically ill patients with heart disease, and ROC curves, calibration curves, and Hosmer-Lemeshow goodness of fit tests were applied to evaluate nomogram.
    RESULTS: A total of 142 out of 319 critically ill patients had postoperative thrombocytopenia, accounting for 44.51%. Logistic regression analysis showed that gender (95% CI 1.607-4.402, P = 0.000), age ≥ 60 years (95% CI 1.380-3.697, P = 0.001), preoperative antiplatelet therapy (95% CI 1.254-3.420, P = 0.004), and extracorporeal circulation time > 120 min (95% CI 1.681-4.652, P = 0.000) were independent risk factors for postoperative thrombocytopenia in critically ill patients with heart disease. The area under the ROC curve was 0.719 (95% CI: 0.663-0.774). The slope of the calibration curve was close to 1, and the Hosmer-Lemeshow goodness of fit test was χ2 = 6.422, P = 0.491.
    CONCLUSIONS: Postoperative thrombocytopenia in critically ill patients with heart disease is influenced by gender, age ≥ 60 years, preoperative antiplatelet therapy, and extracorporeal circulation time > 120 min. A nomogram established based on above multiple independent risk factors provides a method for clinical prediction of the risk of postoperative thrombocytopenia in critically ill patients with heart disease.
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  • 文章类型: Journal Article
    背景:由于肠道症状的不确定性,被诊断为炎症性肠病(IBD)的人通常有严格的饮食限制和回避。饮食摄入不足可能会增加营养不良的风险,并导致与食物相关的生活质量(FRQoL)受损。很少有研究调查IBD患者FRQoL的影响因素。本研究旨在综合IBD患者中关于FRQoL的现有证据,包括目前的情况,测量仪器,及相关影响因素。
    方法:在包括PubMed,Embase,CINAHL,PsycInfo,科克伦图书馆,以及最常用的中文数据库(CNKI,万方和煤层气)。纳入了2015年1月至2023年12月期间发表的关于FRQoL的IBD患者研究。JoannaBriggs研究所(JBI)关键评估清单用于评估所选研究的方法学质量。
    结果:最后,只有五项符合纳入标准的研究被审查,包括三项横断面研究和两项病例对照研究。与食物相关的生活质量-29量表(FR-QoL-29)的总核心为145,是测量IBD患者FRQoL的最常用仪器。成人IBD患者的FRQoL平均评分为69.9至102.3,儿童为94.3。多种因素与FRQoL相关,包括社会人口统计学,临床,心理,饮食相关,和营养摄入因素。
    结论:IBD患者FRQoL的主要影响因素包括疾病活动度,严重症状,IBD手术史,负面情绪反应,限制饮食行为。临床医生应该与营养师合作,密切关注疾病状况,营养摄入,和限制性的饮食习惯,评估FRQoL并为IBD患者提供个性化饮食建议。
    BACKGROUND: People diagnosed with Inflammatory bowel disease (IBD) often have severe dietary restrictions and avoidance due to the uncertainty of intestinal symptoms. Inadequate dietary intake may increase the risk of malnutrition and result in impaired food-related quality of life (FRQoL). Few studies investigated factors influencing FRQoL in patients with IBD. This study aimed to synthesize the existing evidence regarding FRQoL among patients with IBD, including the current situation, measurement instruments, and related influencing factors.
    METHODS: The comprehensive literature search was conducted in databases including PubMed, Embase, CINAHL, PsycInfo, Cochrane Library, as well as the most commonly used Chinese databases (CNKI, Wanfang and CBM). Studies published between January 2015 and December 2023 on FRQoL in patients with IBD were included. The Joanna Briggs Institute (JBI) critical appraisal checklist was utilized to evaluate the methodological quality of the selected studies.
    RESULTS: Finally, only five studies met the inclusion criteria were reviewed, including three cross-sectional studies and two case-control studies. The Food-related quality of life-29 Scale (FR-QoL-29) with a total core of 145 was the most used instrument measuring FRQoL in patients with IBD. The mean scores of FRQoL ranged from 69.9 to 102.3 in adult patients with IBD and 94.3 in children. A diverse range of factors were associated with FRQoL, including socio-demographic, clinical, psychological, diet-related, and nutrient intake factors.
    CONCLUSIONS: The main influencing factors of FRQoL among patients with IBD included disease activity status, severe symptoms, history of IBD surgery, negative emotion reaction, and restrictive eating behaviour. Clinicians should work in concert with dietitians, keeping an eye on the disease status, nutrition intake, and restrictive eating habits, assessing FRQoL and providing personalized dietary recommendation for the patients with IBD.
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  • 文章类型: Journal Article
    目的:探讨整形外科术后晕厥的影响因素。建立晕厥风险预测模型,并验证其准确性。
    方法:纳入265例接受颅颌面手术的患者,分为晕厥组和非晕厥组。采用多因素logistic回归分析筛选晕厥的危险因素,和R语言用于建立颅颌面手术患者晕厥的风险预测列线图。Hosmer-Lemeshow拟合优度检验用于评估模型的拟合度,并利用受试者工作特征(ROC)曲线对模型的预测值进行分析。
    结果:265例患者中有87例发生晕厥(32.8%),178例患者(67.8%)无晕厥发生。多因素logistic回归分析显示年龄,体位心率,体位舒张压,晕厥史,减肥史,用药史2组间比较(P<0.05)。列线图用于预测颅颌面手术后晕厥的风险,Hosmer-Lemeshow拟合优度检验证明列线图拟合良好(P=0.431)。ROC曲线分析结果表明,对齐图模型具有较高的预测精度;曲线下面积为0.886(95%置信区间,0.8381-0.9332)。
    结论:评估颅颌面手术后晕厥的风险是有帮助的,并为制定预防策略提供指导。
    OBJECTIVE: To explore the influencing factors of syncope in patients after plastic surgery, establish a syncope risk prediction model, and verify its accuracy.
    METHODS: A total of 265 patients undergoing craniomaxillofacial surgery were included and divided into a syncope group and non-syncope group. Multivariate logistic regression analysis was used to screen for risk factors of syncope, and R language was used to establish a risk prediction nomogram of syncope in craniomaxillofacial surgery patients. The Hosmer-Lemeshow goodness-of-fit test was used to evaluate the fit of the model, and the receiver operating characteristic (ROC) curve was used to analyze the predictive value of the model.
    RESULTS: Syncope occurred in 87 of 265 patients (32.8%), and no syncope occurred in 178 patients (67.8%). Multivariate logistic regression analysis revealed statistical differences in age, orthostatic heart rate, orthostatic diastolic blood pressure, syncope history, weight loss history, and medication history between the 2 groups (P < 0.05). A nomogram was constructed for predicting the risk of syncope after craniomaxillofacial surgery, and the Hosmer-Lemeshow goodness-of-fit test proved that the nomogram fitted well (P = 0.431). The results of ROC curve analysis showed that the alignment graph model had high prediction accuracy; the area under the curve was 0.886 (95% confidence interval, 0.8381-0.9332).
    CONCLUSIONS: Evaluating the risk of syncope after craniomaxillofacial surgery is helpful and provides guidance for the formulation of preventive strategies.
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  • 文章类型: Journal Article
    为探讨京津风沙源区生产-生活-生态空间时空演变的影响因素,遥感图像,选取内蒙古多仑县2000-2020年的自然环境和社会经济数据,利用空间自相关模型和主成分分析模型对生产-生活-生态空间格局演变及其影响因素进行分析。结果表明:(1)生产空间函数略有下降,空间集聚程度降低;(2)生活空间功能略有上升,空间集聚度呈上升趋势;(3)生态空间功能呈缓慢上升趋势,(4)生产-生活-生态空间的空间格局呈现“西南高,东北低”的特征;(5)降水对生产-生活-生态空间的空间演变影响最大。离主要住宅区的距离,人均GDP,与主要道路的距离和与主要水域的距离对生产-生活-生态空间的空间演变具有很强的解释力。
    In order to explore the influencing factors of spatial and temporal evolution of production-living-ecological space in Beijing Tianjin sandstorm source area, the remote sensing images, natural environment and socio-economic data of Duolun County in Inner Mongolia from 2000 to 2020 were selected, and the spatial auto-correlation model and principal component analysis model were used to analyze the spatial pattern evolution and influencing factors of production-living-ecological space. The results show that: (1) the function of production space decreases slightly, and the degree of spatial agglomeration decreases; (2) The function of living space rose slightly, and its spatial agglomeration degree showed an upward trend; (3) The ecological spatial function showed a slow upward trend, and its spatial agglomeration degree increased; (4) The spatial pattern of production-living-ecological space is characterized by \"high in the southwest and low in the northeast\"; (5) Precipitation has the greatest impact on the spatial evolution of the production-living-ecological space. The distance from the main residential areas, per capita GDP, the distance from the main roads and the distance from the main waters have strong explanatory power on the spatial evolution of the production-living-ecological space.
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  • 文章类型: Journal Article
    城市大气颗粒物产生的主要原因之一,除了影响空气质量和大气能见度外,还对人体健康有害,道路灰尘。本研究使用在线监测设备来检查道路粉尘排放的特征,温度的影响,湿度,湿度和道路灰尘上的风速,以及道路和高空间颗粒物浓度之间的相关性。金华市一条真实道路的一段,华南,被选中进行这项研究。研究结果表明,道路灰尘颗粒的浓度全天具有非常清晰的双峰单谷分布,在8:00至11:00和19:00至21:00之间达到峰值,在14:00至16:00之间达到峰值。全年,道路灰尘颗粒浓度有明显的季节性变化,浓度在冬季最高,在夏季最低。同时,已经发现温度和风速对颗粒浓度的影响最大。道路灰尘颗粒的浓度随着温度和风速的增加而降低。道路颗粒的颗粒浓度与城市环境监测站的颗粒浓度具有很强的相关性,尽管前者的趋势并不完全一致,前者的变化发生在后者变化后约1小时。
    One of the primary causes of urban atmospheric particulate matter, which is harmful to human health in addition to affecting air quality and atmospheric visibility, is road dust. This study used online monitoring equipment to examine the characteristics of road dust emissions, the effects of temperature, humidity, and wind speed on road dust, as well as the correlation between road and high-space particulate matter concentrations. A section of a real road in Jinhua City, South China, was chosen for the study. The findings demonstrate that the concentration of road dust particles has a very clear bimodal single-valley distribution throughout the day, peaking between 8:00 and 11:00 and 19:00 and 21:00 and troughing between 14:00 and 16:00. Throughout the year, there is a noticeable seasonal change in the concentration of road dust particles, with the highest concentration in the winter and the lowest in the summer. Simultaneously, it has been discovered that temperature and wind speed have the most effects on particle concentration. The concentration of road dust particles reduces with increasing temperature and wind speed. The particle concentrations of road particles and those from urban environmental monitoring stations have a strong correlation, although the trend in the former is not entirely consistent, and the changes in the former occur approximately 1 h after the changes in the latter.
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  • 文章类型: Journal Article
    这项研究调查了吉林省学生中的结核病(TB)发病率。中国,专注于空间,temporal,以及社会不平等领域的人口动态。使用连接点回归方法分析结核病发病率的变化。空间分析技术包括全球和本地Moran指数和Getis-OrdGi*分析。对新病例的人口统计学变化进行了描述性分析,Geodetector方法测量了危险因素对学生结核病发病率的影响。分析显示,结核病病例呈下降趋势,尤其是在男学生中。结核病发病率表现出地理异质性,与城市地区相比,欠发达农村地区的比率较低。观察到显著的空间相关性,吉林省中部形成了高-高集群。从2008年到2018年,学生结核病传播的热点主要集中在西南和中部地区。社会经济因素对发病率表现出非线性增强效应,具有主导的双因素效应。高风险区主要位于城市中心,大学和高中生的发病率高于其他教育阶段。研究表明,经济因素在影响学生结核病发病率方面尤为重要。这些因素对学生结核病发病率具有非线性相互作用的影响。
    This study examines tuberculosis (TB) incidence among students in Jilin Province, China, focusing on spatial, temporal, and demographic dynamics in areas of social inequality. Variation in incidence rate of TB was analyzed using the joinpoint regression method. Spatial analyses techniques included the global and local Moran indices and Getis-Ord Gi* analysis. Demographic changes in new cases were analyzed descriptively, and the Geodetector method measured the influence of risk factors on student TB incidence. The analysis revealed a declining trend in TB cases, particularly among male students. TB incidence showed geographical heterogeneity, with lower rates in underdeveloped rural areas compared to urban regions. Significant spatial correlations were observed, with high-high clusters forming in central Jilin Province. Hotspots of student TB transmission were primarily concentrated in the southwestern and central regions from 2008 to 2018. Socio-economic factors exhibited nonlinear enhancement effects on incidence rates, with a dominant bifactor effect. High-risk zones were predominantly located in urban centers, with university and high school students showing higher incidences than other educational stages. The study revealed economic determinants as being especially important in affecting TB incidence among students, with these factors having nonlinear interacting effects on student TB incidence.
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