lead time

提前期
  • 文章类型: Journal Article
    南部非洲发展共同体(SADC)某些地区的季节性气候预测能力有限,限制了其在气候服务发展中的潜在应用。本研究探讨了通过使用基本气候变量(ECV)和大规模远程连接指数之间的观测关系来提高这些预测质量的可行性,即Niño3.4,大西洋Niño和印度洋偶极子。潜在的假设是,对于某些领域,经验观察到的远程关联可以改善季节性预测系统提供的预测。这是通过在每个指标和ECV之间实施线性回归模型来实现的,在过去的12个月里,以及每个季节和网格点。在获得变量的指数推导估计后,计算相关系数和公平排名概率技能得分(fRPSS),并将其与不同提前期的ECMWFSEAS5(SEAS5)预测进行比较。结果表明,整个区域的10-25%在所有季节中都表现出指数衍生降水的相关性。在温度的情况下,虽然,只有在六个季节中才能观察到更高的相关性(仅适用于Niño3.4)。关于fRPSS,使用Niño3.4估算温度(在四个季节中)时,整个区域的7%显示出改善。相反,对于降水,没有检测到增强。在今后的工作中,值得研究的是,组合的多指数回归是否可以进一步提高观察到的绩效增长。
    The limited skill of seasonal climate predictions in some regions of the Southern African Development Community (SADC) restricts their potential application to the development of climate services. This study explores the feasibility of improving the quality of these predictions by using the observed relationship between Essential Climate Variables (ECVs) and large-scale teleconnection indices, namely Niño3.4, the Atlantic Niño and the Indian Ocean Dipole. The underlying hypothesis is that, for certain areas, the empirical observed teleconnections could improve the predictions offered by the seasonal forecasting systems. This is achieved by implementing linear regression models between each index and ECV, for up to 12 months into the past, and for each season and grid point. After obtaining the index-derived estimates of the variables, the correlation coefficients and fair Ranked Probability Skill Scores (fRPSS) are computed and compared to those of the ECMWF SEAS5 (SEAS5) predictions for different lead times. The results show that 10-25 % of the entire domain exhibits improved correlations for the index-derived precipitation in all seasons. In the case of temperature, though, higher correlations could be observed only in six seasons (and solely for Niño3.4). Regarding fRPSS, up to 7 % of the entire area shows an improvement when using Niño3.4 to estimate temperature (in four seasons). Conversely, for precipitation there is no detected enhancement. In future work, it would be worth investigating whether a combined multi-index regression can further raise the observed increase in performance.
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  • 文章类型: Journal Article
    在喜马拉雅山观测到的地震活动增加,加上印度北部周边地区城市化的扩大,对人类生命和财产构成重大风险。在该地区发展地震预警系统可以帮助减轻这些风险,特别是有利于靠近潜在地震震中的山区和山麓地区的城镇。为了解决这一问题,政府和科学与工程界合作建立了北阿坎德邦地震预警系统(UEEWS)。Uttarakhand政府于2021年8月4日成功向公众启动了这个成熟的运营系统。UEEWS包括安装在北阿坎德邦地震区的170个加速度计阵列。来自这些传感器的地面运动数据通过专用的私人电信网络24小时传输到中央服务器,一周七天.该系统旨在通过智能手机用户免费使用的移动应用程序以及在政府指定的建筑物中安装的警报器单元发出中等至高震级地震的警告。UEEWS已成功发布了在仪器区域发生的轻度地震警报和在仪器区域附近触发的中度地震警报。本文概述了UEEWS的设计,仪器的细节,属性的适应及其与地震参数的关系,系统的操作流程,以及向公众传播警告的信息。
    The increased seismic activity observed in the Himalayas, coupled with the expanding urbanization of the surrounding areas in northern India, poses significant risks to both human lives and property. Developing an earthquake early warning system in the region could help in alleviating these risks, especially benefiting cities and towns in mountainous and foothill regions close to potential earthquake epicenters. To address this concern, the government and the science and engineering community collaborated to establish the Uttarakhand State Earthquake Early Warning System (UEEWS). The government of Uttarakhand successfully launched this full-fledged operational system to the public on 4 August 2021. The UEEWS includes an array of 170 accelerometers installed in the seismogenic areas of the Uttarakhand. Ground motion data from these sensors are transmitted to the central server through the dedicated private telecommunication network 24 hours a day, seven days a week. This system is designed to issue warnings for moderate to high-magnitude earthquakes via a mobile app freely available for smartphone users and by blowing sirens units installed in the buildings earmarked by the government. The UEEWS has successfully issued alerts for light earthquakes that have occurred in the instrumented region and warnings for moderate earthquakes that have triggered in the vicinity of the instrumented area. This paper provides an overview of the design of the UEEWS, details of instrumentation, adaptation of attributes and their relation to earthquake parameters, operational flow of the system, and information about dissemination of warnings to the public.
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  • 文章类型: Journal Article
    (1)背景:筛查的乳腺癌患者往往比诊断为有症状的癌症患者具有更好的生存率。屏幕检测到的癌症生存率提高的主要驱动因素是早期检测。一个重要的偏向是由提前期引入的,即,通过筛查进行诊断的时间跨度。我们检查是否存在可能归因于检测模式的剩余生存差异,例如,因为更高的护理质量。(2)方法:从石勒苏益格-荷尔斯泰因州的基于人群的癌症登记处纳入2000-2022年患有乳腺癌(BC)的女性,德国,这也记录了癌症检测的模式。从2005年起可进行乳房X线检查。我们比较了通过筛查检测到的BC和使用Kaplan-Meier检测的症状性BC的存活率,未调整的Cox回归,考克斯回归根据年龄调整,分级,和UICC舞台。通过假设肿瘤无症状但可筛查的时期(逗留时间)的指数分布来校正前置时间偏差。我们使用了一个常见的估计和两个最近公布的逗留时间估计。(3)结果:分析包括32,169名女性。有症状的BC的生存率低于筛查检测的BC(风险比(HR):0.23,95%置信区间(CI):0.21-0.25)。用常用的逗留时间调整预后因素和前置时间偏差导致HR为0.84(CI:0.75-0.94)。使用不同的逗留时间导致0.73至0.90的HR。(4)结论:有症状的BC的生存率仅为筛查肿瘤的四分之一,这显然是有偏见的。在调整前置时间偏差和预后变量后,包括UICC舞台,屏幕检测到的BC的生存率提高了27%到10%,这可能归因于BC筛查。尽管这一结果与其他国家的BC筛查结果非常吻合,残余混杂的其他来源(例如,自我选择)不能排除。
    (1) Background: Screen-detected breast cancer patients tend to have better survival than patients diagnosed with symptomatic cancer. The main driver of improved survival in screen-detected cancer is detection at earlier stage. An important bias is introduced by lead time, i.e., the time span by which the diagnosis has been advanced by screening. We examine whether there is a remaining survival difference that could be attributable to mode of detection, for example, because of higher quality of care. (2) Methods: Women with a breast cancer (BC) diagnosis in 2000-2022 were included from a population-based cancer registry from Schleswig-Holstein, Germany, which also registers the mode of cancer detection. Mammography screening was available from 2005 onwards. We compared the survival for BC detected by screening with symptomatic BC detection using Kaplan-Meier, unadjusted Cox regressions, and Cox regressions adjusted for age, grading, and UICC stage. Correction for lead time bias was carried out by assuming an exponential distribution of the period during which the tumor is asymptomatic but screen-detectable (sojourn time). We used a common estimate and two recently published estimates of sojourn times. (3) Results: The analysis included 32,169 women. Survival for symptomatic BC was lower than for screen-detected BC (hazard ratio (HR): 0.23, 95% confidence interval (CI): 0.21-0.25). Adjustment for prognostic factors and lead time bias with the commonly used sojourn time resulted in an HR of 0.84 (CI: 0.75-0.94). Using different sojourn times resulted in an HR of 0.73 to 0.90. (4) Conclusions: Survival for symptomatic BC was only one quarter of screen-detected tumors, which is obviously biased. After adjustment for lead-time bias and prognostic variables, including UICC stage, survival was 27% to 10% better for screen-detected BC, which might be attributed to BC screening. Although this result fits quite well with published results for other countries with BC screening, further sources for residual confounding (e.g., self-selection) cannot be ruled out.
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  • 文章类型: Journal Article
    一些研究表明,膀胱癌(BC)的早期治疗具有生存益处。这一好处可能部分是由于“提前期”偏差(LT),即,在无症状个体中检测到BC与症状发展之间的时间间隔(“向后延长生存期”)。为了估计BC的LT,假设LT对应于症状前BC的患病率和有症状BC的发病率之间的比率.关于症状前BC患病率的数据来自已发表的筛查研究。有关研究人群年龄和性别的症状性BC年发病率的数据来自进行筛查研究的国家/地区的国家登记处。从筛查微血尿时,症状前BC的患病率与症状性BC的发生率的比率为3.3至12.1年。从尿液细胞学和细胞标志物筛查得出1.8至5.3年。根据无症状人群中的患病率与相应人群中的发病率之间的比率得出的BCLT估计值与先前在回顾性和前瞻性队列研究中报道的值一致。由于这些估计可以解释早期治疗BC的生存益处,BC筛查的增益仍不确定,应通过随机对照试验予以证实.
    Some studies have suggested a survival benefit from early treatment of bladder cancer (BC). This benefit may be due in part to a \"lead-time\" bias (LT), i.e., the time interval between the detection of BC in asymptomatic individuals and the development of symptoms (\"backward prolongation of survival\"). To estimate the LT of BC, it was assumed that LT corresponds to the ratio between the prevalence of pre-symptomatic BC and the incidence of symptomatic BC. Data on the prevalence of pre-symptomatic BC were derived from published screening studies. Data on the annual incidence of symptomatic BC at the age and gender of the study populations were derived from national registries in the countries in the years in which the screening studies were conducted. The ratios of the prevalence of presymptomatic BC to the incidence of symptomatic BC ranged from 3.3 to 12.1 years when derived from screening for microhematuria, and from 1.8 to 5.3 years when derived from screening for urine cytology and cell markers. The estimates of the LT of BC derived from the ratios between its prevalence in asymptomatic persons and its incidence in the corresponding population were consistent with those previously reported in retrospective and prospective cohort studies. Since these estimates may account for the survival benefit from early treatment of BC, the gain of screening for BC remains uncertain and should be confirmed by controlled randomized trials.
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  • 文章类型: Journal Article
    目的:已知治疗前时间(癫痫性痉挛的临床发作[ES]至开始适当治疗)可预测婴儿癫痫性痉挛综合征(IESS)的结局。ES的临床发作时机对于建立提前期至关重要。我们调查了ES发作到最近一周的频率。我们的目的是(1)确定ES发病的确切日期或估计最近的一周;(2)比较确定或估计ES发病日期为最近一周的患者和不能估计ES发病日期为最近一周的患者之间的临床/人口统计学因素。探讨了估计ES发病日期困难的原因。
    方法:新发病IESS患者(2019年1月至2022年5月)的回顾性图表回顾提取了ES临床发病的日期或星期。通过回归分析检查了ES发病日期估计到最近一周的困难预测因素。在分组后,对导致确定ES发病日期困难的来源进行了评估(提供者-,看护人-,疾病相关)。
    结果:在100名患者中,47%的人估计ES发病日期为最近的一周。关于单变量分析,诊断年龄(p=.021),开发延迟(p=.007),发育回归/停滞(p=.021),ES与其他癫痫发作混合(p=.011),发病时的非聚集性ES(p=0.005)与估计ES发病日期的困难有关。在多变量分析中,未能确定ES发病日期与ES与其他癫痫发作混合(p=.004)和发病时的非聚集性ES(p=.003)相关.导致确定ES发病日期困难的来源包括疾病相关因素(ES特征,挑战解释脑电图)和提供者/护理人员相关因素(延迟诊断)。
    结论:估计提前期的困难(由于ES发病时间安排困难)会影响临床护理(预后),因为即使提前期持续时间的微小增量也会产生不利的发育后果。
    OBJECTIVE: Lead time to treatment (clinical onset of epileptic spasms [ES] to initiation of appropriate treatment) is known to predict outcomes in infantile epileptic spasms syndrome (IESS). Timing the clinical onset of ES is crucial to establish lead time. We investigated how often ES onset could be established to the nearest week. We aimed to (1) ascertain the exact date or estimate the nearest week of ES onset and (2) compare clinical/demographic factors between patients where date of ES onset was determined or estimated to the nearest week and patients whose date of ES onset could not be estimated to the nearest week. Reasons for difficulties in estimating date of ES onset were explored.
    METHODS: Retrospective chart review of new onset IESS patients (January 2019-May 2022) extracted the date or week of the clinical onset of ES. Predictors of difficulty in date of ES onset estimation to the nearest week were examined by regression analysis. Sources contributing to difficulties determining date of ES onset were assessed after grouping into categories (provider-, caregiver-, disease-related).
    RESULTS: Among 100 patients, date of ES onset was estimated to the nearest week in 47%. On univariable analysis, age at diagnosis (p = .021), development delay (p = .007), developmental regression/stagnation (p = .021), ES intermixed with other seizures (p = .011), and nonclustered ES at onset (p = .005) were associated with difficulties estimating date of ES onset. On multivariable analysis, failure to establish date of ES onset was related to ES intermixed with other seizures (p = .004) and nonclustered ES at onset (p = .003). Sources contributing to difficulties determining date of ES onset included disease-related factors (ES characteristics, challenges interpreting electroencephalograms) and provider/caregiver-related factors (delayed diagnosis).
    CONCLUSIONS: Difficulties with estimation of lead time (due to difficulties timing ES onset) can impact clinical care (prognostication), as even small increments in lead time duration can have adverse developmental consequences.
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  • 文章类型: Journal Article
    背景:在荷兰,COVID-19大流行导致癌症人群筛查暂时停止,非COVID护理的医院能力有限。我们旨在调查大流行对乳腺癌(BC)和结直肠癌(CRC)的院内诊断途径的影响。
    方法:从荷兰癌症登记处选择了71,159例BC和48,900例CRC患者。患者,在2020年1月至2021年7月之间诊断,分为六个时期,并与2017-2019年同期诊断的患者平均值进行比较。使用逻辑回归分析进行的诊断程序。使用Cox回归分析诊断途径的前导时间。对癌症类型进行了分层分析,并校正了年龄,性别(仅CRC),舞台和区域。
    结果:对于BC,在2020年的第一个恢复期,执行的乳房X光检查较少。在第一个峰期间进行了更多的PET-CT,第一次复苏和第三次高峰期。对于CRC,在第一个高峰期间进行的超声检查较少,CT扫描和MRI较多.在第一个高峰期间,提前时间减少了2天(BC)和8天(CRC)。患者明显减少,主要在较低的阶段,在第一个高峰期间诊断为BC(-47%)和CRC(-36%)。
    结论:发现COVID-19大流行对诊断途径有重大影响,主要是在第一个高峰。2021年,护理恢复到与大流行前相同的标准。对患者预后的长期影响尚不清楚,将成为未来研究的主题。
    BACKGROUND: In the Netherlands, the COVID-19 pandemic resulted in a temporary halt of population screening for cancer and limited hospital capacity for non-COVID care. We aimed to investigate the impact of the pandemic on the in-hospital diagnostic pathway of breast cancer (BC) and colorectal cancer (CRC).
    METHODS: 71,159 BC and 48,900 CRC patients were selected from the Netherlands Cancer Registry. Patients, diagnosed between January 2020 and July 2021, were divided into six periods and compared to the average of patients diagnosed in the same periods in 2017-2019. Diagnostic procedures performed were analysed using logistic regression. Lead time of the diagnostic pathway was analysed using Cox regression. Analyses were stratified for cancer type and corrected for age, sex (only CRC), stage and region.
    RESULTS: For BC, less mammograms were performed during the first recovery period in 2020. More PET-CTs were performed during the first peak, first recovery and third peak period. For CRC, less ultrasounds and more CT scans and MRIs were performed during the first peak. Lead time decreased the most during the first peak by 2 days (BC) and 8 days (CRC). Significantly fewer patients, mainly in lower stages, were diagnosed with BC (-47%) and CRC (-36%) during the first peak.
    CONCLUSIONS: Significant impact of the COVID-19 pandemic was found on the diagnostic pathway, mainly during the first peak. In 2021, care returned to the same standards as before the pandemic. Long-term effects on patient outcomes are not known yet and will be the subject of future research.
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  • 文章类型: Observational Study
    目的:通过问卷调查确定内部3D打印物体的临床影响和潜在益处,专注于三个主要领域:患者教育;跨学科合作;术前计划和围手术期执行。
    方法:问卷于2021年1月至2022年8月发送。参与者被指示以1到10的等级进行评分。
    结果:有效率为43%。评级问题的结果是平均值。84%的人报告使用3D打印物体告知患者他们的病情/程序。临床医生报告的患者对其程序/疾病的了解改善为8.1。内部安置的重要性被评为9.2。96%的人报告使用3D模型与同事协商。由于3D打印前置时间导致的治疗延迟为1.8。术前计划改变的程度为6.9。临床医生感知的术前信心改善为8.3。程序范围受到影响的程度,关于侵入性,为5.6,其中5分表示不变。手术时间减少为5.7。
    结论:临床医生报告说,3D打印在外科专业中的应用改善了术前和术中的程序,有可能增加患者的参与度和洞察力,3D打印中心的内部位置可改善跨学科合作,并允许更广泛的访问,而由于交付时间的原因,治疗仅有最小的延迟。
    OBJECTIVE: To identify the clinical impact and potential benefits of in-house 3D-printed objects through a questionnaire, focusing on three principal areas: patient education; interdisciplinary cooperation; preoperative planning and perioperative execution.
    METHODS: Questionnaires were sent from January 2021 to August 2022. Participants were directed to rate on a scale from 1 to 10.
    RESULTS: The response rate was 43%. The results of the rated questions are averages. 84% reported using 3D-printed objects in informing the patient about their condition/procedure. Clinician-reported improvement in patient understanding of their procedure/disease was 8.1. The importance of in-house placement was rated 9.2. 96% reported using the 3D model to confer with colleagues. Delay in treatment due to 3D printing lead-time was 1.8. The degree with which preoperative planning was altered was 6.9. The improvement in clinician perceived preoperative confidence was 8.3. The degree with which the scope of the procedure was affected, in regard to invasiveness, was 5.6, wherein a score of 5 is taken to mean unchanged. Reduction in surgical duration was rated 5.7.
    CONCLUSIONS: Clinicians report the utilization of 3D printing in surgical specialties improves procedures pre- and intraoperatively, has a potential for increasing patient engagement and insight, and in-house location of a 3D printing center results in improved interdisciplinary cooperation and allows broader access with only minimal delay in treatment due to lead-time.
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  • 文章类型: Journal Article
    COVID-19的公共卫生监测系统是多方面的,包括多个指标,反映了社区疾病负担和传播的不同方面。随着废水疾病监测作为追踪SARS-CoV-2感染动态的强大工具的出现,有必要将废水信息与现有的疾病监测系统集成和验证,并演示如何将其用作常规监测工具。整合的第一步是展示它与其他疾病监测指标和结果的关系,例如病例阳性率,综合征监测数据,和医院病床使用率。这里,我们提出了一项为期86周的监测研究,涵盖了三种主要的COVID-19激增。在39个污水处理厂中测量了全市范围内的SARS-CoV-2RNA病毒载量,并与休斯顿市的其他疾病指标进行了比较。TX.我们表明,废水水平与阳性率密切相关,COVID-19就诊的综合征监测率,以及医院与COVID-19相关的普通病床使用率。我们表明,废水相对于每个指标的相对时间在大流行期间发生了变化,可能是由于多种因素,包括测试可用性,寻求健康的行为,和病毒变异的变化。接下来,我们表明,个别WWTP导致了SARS-CoV-2病毒载量的全市变化,表明分布式监测系统可用于增强废水监测系统的预警能力。最后,我们描述了这些结果是如何实时用于公共卫生应对和资源分配的.
    Public health surveillance systems for COVID-19 are multifaceted and include multiple indicators reflective of different aspects of the burden and spread of the disease in a community. With the emergence of wastewater disease surveillance as a powerful tool to track infection dynamics of SARS-CoV-2, there is a need to integrate and validate wastewater information with existing disease surveillance systems and demonstrate how it can be used as a routine surveillance tool. A first step toward integration is showing how it relates to other disease surveillance indicators and outcomes, such as case positivity rates, syndromic surveillance data, and hospital bed use rates. Here, we present an 86-week long surveillance study that covers three major COVID-19 surges. City-wide SARS-CoV-2 RNA viral loads in wastewater were measured across 39 wastewater treatment plants and compared to other disease metrics for the city of Houston, TX. We show that wastewater levels are strongly correlated with positivity rate, syndromic surveillance rates of COVID-19 visits, and COVID-19-related general bed use rates at hospitals. We show that the relative timing of wastewater relative to each indicator shifted across the pandemic, likely due to a multitude of factors including testing availability, health-seeking behavior, and changes in viral variants. Next, we show that individual WWTPs led city-wide changes in SARS-CoV-2 viral loads, indicating a distributed monitoring system could be used to enhance the early-warning capability of a wastewater monitoring system. Finally, we describe how the results were used in real-time to inform public health response and resource allocation.
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  • 文章类型: Journal Article
    开发了一种概率方法来决定何时开始无症状个体的癌症筛查。发生率是筛查灵敏度的函数,无病状态下的持续时间和临床前状态下的逗留时间;并且随着时间的增加而单调增加,给定一个人的当前年龄。因此,通过将此概率限制为较小值,可以找到首次筛选时间的唯一解决方案,比如10%或20%。也就是说,90%或80%的概率,在第一次检查之前,一个不会是临床事件。找到这个年龄后,如果患者在第一次检查时被诊断为癌症,我们可以进一步估计提前期分布和过度诊断的概率.在不同的情况下进行模拟;在使用低剂量计算机断层扫描的国家肺部筛查试验中,将该方法应用于两个重度吸烟者队列。该方法适用于其他类型的癌症筛查。处于风险中的医师或个体可以使用预测性信息来做出关于何时开始筛查的明智决定。
    A probability method is developed to decide when to initiate cancer screening for asymptomatic individuals. The probability of incidence is a function of screening sensitivity, time duration in the disease-free state and sojourn time in the preclinical state; and it is monotonically increasing as time increases, given a person\'s current age. So a unique solution of the first screening time can be found by limiting this probability to a small value, such as 10% or 20%. That is, with 90% or 80% probability, one will not be a clinical incident case before the first exam. After this age is found, we can further estimate the lead time distribution and probability of over-diagnosis if one would be diagnosed with cancer at the first exam. Simulations were carried out under different scenarios; and the method was applied to two heavy smoker cohorts in the National Lung Screening Trial using low-dose computerized tomography. The method is applicable to other kinds of cancer screening. The predictive information can be used by physicians or individuals at risk to make informed decisions on when to initiate screening.
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  • 文章类型: Journal Article
    由于缺乏合格人员和设备的有限可用性,胃肠道(GI)内窥镜检查是一种有限的健康资源。因此,不遵守内窥镜检查预约会浪费医疗保健资源,并可能损害胃肠道疾病的早期检测和治疗。我们的目的是确定影响不参加胃肠道内窥镜检查的预定预约的因素,从而改善胃肠道医疗结果。
    这是一项在三级医院胃肠病内镜部门进行的单中心回顾性队列研究,COVID-19大流行开始前12个月和后12个月。我们使用多元逻辑回归分析来确定与预定约会不出勤相关的变量。
    总的来说,分析了5,938个约会,缺勤率为18.3%(1088)。大流行期间的缺席率显著下降(22.6%与11.6%,p<0.001)。多变量回归分析确定没有深度镇静(OR:3.253,95%CI[2.386-4.435];p<0.001),来自胃肠病学家以外的医生的转诊(OR:1.891,95%CI[1.630-2.193];p<0.001),较长的提前期(OR:1.006,95%CI[1.004-1.008];p<0.001),和女性性别(OR:1.187,95%CI[1.033-1.363];p=0.015)与预约不出勤相关。
    女性患者,那些在没有深度镇静的情况下接受内窥镜手术的人,那些由胃肠病学家以外的医生推荐的,和更长的准备时间不太可能坚持任命。预防措施应针对具有一种或多种这些危险因素的患者,以及在COVID-19大流行期间计划进行筛查的人群。
    Gastrointestinal (GI) endoscopy is a limited health resource because of a scarcity of qualified personnel and limited availability of equipment. Non-adherence to endoscopy appointments therefore wastes healthcare resources and may compromise the early detection and treatment of GI diseases. We aimed to identify factors affecting non-attendance at scheduled appointments for GI endoscopy and thus improve GI healthcare outcomes.
    This was a single-center retrospective cohort study performed at a tertiary hospital gastroenterology endoscopy unit, 12 months before and 12 months after the start of the COVID-19 pandemic. We used multiple logistic regression analysis to identify variables associated with non-attendance at scheduled appointments.
    Overall, 5,938 appointments were analyzed, and the non-attendance rate was 18.3% (1,088). The non-attendance rate fell significantly during the pandemic (22.6% vs. 11.6%, p < 0.001). Multivariable regression analysis identified the absence of deep sedation (OR: 3.253, 95% CI [2.386-4.435]; p < 0.001), a referral from a physician other than a gastroenterologist (OR: 1.891, 95% CI [1.630-2.193]; p < 0.001), a longer lead time (OR: 1.006, 95% CI [1.004-1.008]; p < 0.001), and female gender (OR: 1.187, 95% CI [1.033-1.363]; p = 0.015) as associated with appointment non-attendance.
    Female patients, those undergoing endoscopic procedures without deep sedation, those referred by physicians other than gastroenterologists, and with longer lead time were less likely to adhere to appointments. Precautions should be directed at patients with one or more of these risk factors, and for those scheduled for screening procedures during the COVID-19 pandemic.
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