Colorado

科罗拉多
  • 文章类型: Journal Article
    越来越多的证据表明,天气改变了SARS-CoV-2的传播,但目前尚不清楚是什么导致了这种现象。一个普遍的假设是,人们在凉爽的天气里呆在室内的时间更多,导致SARS-CoV-2的传播增加,这与在密闭空间中花费的时间以及与他人的密切接触有关。然而,支持该假设的证据是有限的,有时,冲突。我们使用调解框架,结合日常天气,COVID-19医院监测,基于手机的移动数据和建筑足迹,以估计日常室内和室外天气条件之间的关系,移动性,和COVID-19住院。我们量化了天气对COVID-19住院的直接健康影响,以及天气通过在2020年3月4日至2021年1月31日期间在科罗拉多州五个县内离家在室内度过的时间对COVID-19住院的间接影响。我们还通过比较全季节(使用季节作为协变量)与季节分层模型的结果来评估季节效应改变的证据。在一个或多个季节中,四种天气状况与外出在室内度过的时间和12天滞后的COVID-19住院时间有关:较高的最低温度(全季节),低最高温度(弹簧),最低绝对湿度低(冬季),和高太阳辐射(全季节和冬季)。在我们的调解分析中,我们发现有证据表明,12天滞后入院的变化主要是通过天气条件的直接影响,而不是通过间接影响,天气改变了在室内外出的时间。我们的发现不支持以下假设:在大流行的第一年,天气通过流动模式的变化影响了SARS-CoV-2的传播。相反,天气似乎主要通过人类运动以外的机制影响了SARS-CoV-2的传播。我们建议对这种现象进行进一步分析,以确定这些发现是否适用于当前的SARS-CoV-2传播动力学,以及其他季节性呼吸道病原体。
    There is growing evidence that weather alters SARS-CoV-2 transmission, but it remains unclear what drives the phenomenon. One prevailing hypothesis is that people spend more time indoors in cooler weather, leading to increased spread of SARS-CoV-2 related to time spent in confined spaces and close contact with others. However, the evidence in support of that hypothesis is limited and, at times, conflicting. We use a mediation framework, and combine daily weather, COVID-19 hospital surveillance, cellphone-based mobility data and building footprints to estimate the relationship between daily indoor and outdoor weather conditions, mobility, and COVID-19 hospitalizations. We quantify the direct health impacts of weather on COVID-19 hospitalizations and the indirect effects of weather via time spent indoors away-from-home on COVID-19 hospitalizations within five Colorado counties between March 4th 2020 and January 31st 2021. We also evaluated the evidence for seasonal effect modification by comparing the results of all-season (using season as a covariate) to season-stratified models. Four weather conditions were associated with both time spent indoors away-from-home and 12-day lagged COVID-19 hospital admissions in one or more season: high minimum temperature (all-season), low maximum temperature (spring), low minimum absolute humidity (winter), and high solar radiation (all-season & winter). In our mediation analyses, we found evidence that changes in 12-day lagged hospital admissions were primarily via the direct effects of weather conditions, rather than via indirect effects by which weather changes time spent indoors away-from-home. Our findings do not support the hypothesis that weather impacted SARS-CoV-2 transmission via changes in mobility patterns during the first year of the pandemic. Rather, weather appears to have impacted SARS-CoV-2 transmission primarily via mechanisms other than human movement. We recommend further analysis of this phenomenon to determine whether these findings generalize to current SARS-CoV-2 transmission dynamics, as well as other seasonal respiratory pathogens.
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  • 文章类型: Journal Article
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  • 文章类型: Journal Article
    目标:为了了解动机,关注,以及与科罗拉多州五个种族/族裔社区成人接种COVID-19疫苗相关的因素。
    方法:基于社区的数据收集者调查了来自科罗拉多州五个社区(城市和农村Latina/o/x,城市黑色,非洲裔美国农村移民,和城市美洲印第安人)关于疫苗的态度,意图,并从2021年9月至12月吸收。使用双变量和多变量逻辑回归模型来检查与COVID-19疫苗启动的主要结局相关的因素。“
    结果:大多数参与者(71.1%)报告已开始接种COVID-19疫苗;疫苗系列完成率为65.1%。对COVID-19疫苗的动机和担忧都很普遍。疫苗犹豫(OR:0.41,95%CI:0.32-0.53;p<.001)和对COVID-19疫苗接种社会规范的低认知(OR:0.48,95%CI:0.27-0.84;p=.01)与疫苗启动相关。
    结论:尽管样本量适中,我们的研究结果支持需要采取进一步干预措施,通过减少疫苗接种犹豫和改善科罗拉多州服务不足社区的疫苗接种社会规范来增加COVID-19疫苗接种.
    结论:为了提高人们对疫苗的信任度并促进疫苗接种,社区信息应针对疫苗接种动机和关注点进行调整,并证明COVID-19疫苗接种是社区默认的。
    OBJECTIVE: To understand motivators, concerns, and factors associated with COVID-19 vaccine initiation for adults in five racial/ethnic communities across Colorado.
    METHODS: Community-based data collectors surveyed participants from five Colorado communities (urban and rural Latina/o/x, urban Black, rural African American immigrant, and urban American Indian) about vaccine attitudes, intentions, and uptake from September to December 2021. Bivariate and multivariable logistic regression models were used to examine factors associated with the primary outcome of COVID-19 vaccine \"initiation.\"
    RESULTS: Most participants (71.1%) reported having initiated COVID-19 vaccination; vaccine series completion was 65.1%. Both motivators and concerns about COVID-19 vaccines were prevalent. Vaccine hesitancy (OR: 0.41, 95% CI:0.32-0.53; p < .001) and low perceptions of COVID-19 vaccination social norms (OR: 0.48, 95% CI:0.27-0.84; p = .01) were associated with vaccine initiation.
    CONCLUSIONS: Despite the limitation of a moderate sample size, our findings support the need for further interventions to increase vaccination against COVID-19 by reducing vaccine hesitancy and improving perceived social norms of vaccination in underserved Colorado communities.
    CONCLUSIONS: To improve trust in vaccines and promote vaccine uptake, community messaging should be tailored to vaccination motivators and concerns and demonstrate COVID-19 vaccination as the community default.
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  • 文章类型: Journal Article
    以学校为基础的哮喘计划有效地解决了控制不佳的哮喘和哮喘差异,特别是与筛查和解决社会健康决定因素(SDOH)需求相结合。现有的筛查工具是针对临床环境量身定制的;因此,我们寻求开发一种基于社区的SDOH筛查工具。
    我们使用了四阶段迭代设计过程来开发和试点基于社区的筛查工具。我们使用改进的Delphi过程来识别筛选工具域,已确定包含的验证项目,并为健康/一般素养有限的人群制定了适当的工具布局。社区咨询委员会审查并完善了工具草案。接下来,我们对社区卫生中心的家长可接受性和工作人员的可行性进行了定性试点测试。
    我们的SDOH筛选工具中包含六个领域:医疗保健访问,交通运输,粮食不安全,公共利益,住房,和公用事业。在试点测试中,完成了41次筛查,36名家长(16.7%的家长说西班牙语)提供了反馈。大多数家庭理解筛查的目的;认为问题很清楚,适当,快速完成;喜欢这些照片。与他们现有的筛查工具相比,诊所的护理协调员表示更喜欢试点工具,并建议改进以鼓励患者诚实报告。
    这个基于社区的筛查工具解决了影响哮喘的关键SDOH需求,是家庭可以接受的。下一步是在基于学校的哮喘计划中实施该工具,以通过识别和解决家庭未满足的SDOH需求来支持哮喘结局和差异的改善。
    UNASSIGNED: School-based asthma programs effectively address poorly controlled asthma and asthma disparities, especially when coupled with screening for and addressing social determinants of health (SDOH) needs. Existing screening tools are tailored to clinical settings; therefore, we sought to develop a community-based SDOH screening tool.
    UNASSIGNED: We used a four-phase iterative design process to develop and pilot a community-based screening tool. We used a modified Delphi process to identify screening tool domains, identified validated items for inclusion, and developed an appropriate tool layout for populations with limited health/general literacy. Community advisory boards reviewed and refined a draft tool. Next, we conducted a qualitative pilot test of acceptability to parents and feasibility for staff in a community health center.
    UNASSIGNED: Six domains are included in our SDOH screening tool: health care access, transportation, food insecurity, public benefits, housing, and utilities. In the pilot test, 41 screenings were completed, and 36 parents (16.7% Spanish speaking) provided feedback. Most families understood the purpose of the screening; felt that the questions were clear, appropriate, and quick to complete; and liked the pictures. The clinic\'s care coordinator expressed a preference for the pilot tool compared to their existing screening tool and recommended improvements to encourage honest reporting by patients.
    UNASSIGNED: This community-based screening tool addresses key SDOH needs that impact asthma and is acceptable to families. The next steps are to implement the tool in school-based asthma programs to support improvements in asthma outcomes and disparities by identifying and addressing families\' unmet SDOH needs.
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  • 文章类型: Journal Article
    哮喘是影响科罗拉多州约8.5%儿童的最普遍的慢性疾病之一。我们的基于学校的哮喘计划(SBAP)有效地改善了哮喘控制并减少了儿童哮喘的差异,但主要限于丹佛地区。我们采访了科罗拉多州5个地区的社区利益相关者,以了解社区对更广泛传播SBAP的需求。
    深入,对学校护士进行了半结构化的关键线人访谈,父母,儿科医疗保健提供者,公共卫生专业人员,和社区资源组织代表。归纳和演绎分析由实践,健壮,实施,和可持续性模式,实施科学框架。
    参与者(n=52)确定了未来成功实施我们的SBAP的6种类型的需求:(1)利益相关者的支持;(2)哮喘优先排序;(3)改善关系,通信,学校护士之间的协调,医疗保健提供者,和社区组织解决健康(SDOH)和儿童/家庭的社会决定因素;(4)资源,以满足医疗保健和SDOH的需求和对现有资源的认识;(5)儿童/家庭的哮喘教育,学校工作人员,和社区成员;(6)改善完成学校哮喘护理计划的协调。这些需求映射到3层,基础的渐进结构,关系,和实施成功的功能需求。
    这6种类型的需求阐明了这些因素,这些因素将使此SBAP能够很好地工作,并且计划交付方法和实施策略可能需要修改才能成功。后续步骤应包括根据当地情况的变化调整实施策略,以支持适合,有效性,和维持。
    UNASSIGNED: Asthma is one of the most prevalent chronic conditions affecting approximately 8.5% of children in Colorado. Our school-based asthma program (SBAP) has effectively improved asthma control and reduced asthma disparities among children but has been largely limited to the Denver area. We interviewed community stakeholders in 5 regions of Colorado to understand community needs for broader dissemination of SBAPs.
    UNASSIGNED: In-depth, semistructured key informant interviews were conducted with school nurses, parents, pediatric healthcare providers, public health professionals, and community resource organization representatives. Inductive and deductive analyses were informed by the practical, robust, implementation, and sustainability model, an implementation science framework.
    UNASSIGNED: Participants (n=52) identified 6 types of needs for successful future implementation of our SBAP: (1) buy-in from stakeholders; (2) asthma prioritization; (3) improved relationships, communication, and coordination among school nurses, healthcare providers, and community organizations that address social determinants of health (SDOH) and children/families; (4) resources to address healthcare and SDOH needs and awareness of existing resources; (5) asthma education for children/families, school staff, and community members; and (6) improved coordination for School Asthma Care Plan completion. These needs mapped to a 3-tiered, progressive structure of foundational, relational, and functional needs for implementation success.
    UNASSIGNED: These 6 types of needs illuminate factors that will allow this SBAP to work well and program delivery approaches and implementation strategies that may need modification to be successful. Next steps should include tailoring implementation strategies to variations in local context to support fit, effectiveness, and sustainment.
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  • 文章类型: Journal Article
    SARS-CoV-2体液免疫与COVID-19(长COVID)急性后遗症之间的关系仍不确定。这项基于人群的队列研究的目的是评估SARS-CoV-2血清阳性与长期COVID一致的症状之间的关系。在2021年8月之前进行SARS-CoV-2血清学测试的年龄≥18岁的英语和西班牙语成员是从南加州KaiserPermanente和KaiserPermanenteColorado招募的。在2021年11月至2022年4月之间,参与者完成了一项评估症状的调查。身体健康,心理健康,认知功能与长期COVID一致。调查结果与电子健康记录中的SARS-CoV-2抗体(Ab)和病毒(RNA)实验室结果相关。对五个相互排斥的患者组产生加权描述性分析:(1)+Ab/+RNA;(2)+Ab/-或缺失RNA;(3)-Ab/+RNA;(4a)-Ab/-RNA报告没有先前感染;和(4b)-Ab/-RNA报告先前感染。比较了+Ab/+RNA和-Ab/+RNA组之间报告症状的比例,针对协变量进行调整。在3,946名参与者中,平均年龄为52.1岁(SD15.6),68.3%是女性,28.4%是西班牙裔,血清学检测的中位数为15个月前(IQR=12-18).四分之三(74.5%)报告患有COVID-19。在实验室确认的COVID-19患者中,抗体阳性(+Ab/+RNA与-Ab/+RNA)和任何症状,身体健康,心理健康,或认知功能。不出所料,身体健康,认知功能,疲劳更严重,与未报告或确认的既往感染和血清学阴性的患者相比,在实验室确认的既往感染和血清学(+Ab/+RNA)阳性的患者中,限制工作能力的心悸和头痛更为普遍(-Ab/-RNA/未报告COVID-19)。在实验室确认的COVID-19患者中,来自执业机构的SARS-CoV-2血清学与长期COVID症状和健康状况无关,这表明长期COVID的血清学检测效用有限。
    The association between SARS-CoV-2 humoral immunity and post-acute sequelae of COVID-19 (long COVID) remains uncertain. The objective of this population-based cohort study was to assess the association between SARS-CoV-2 seropositivity and symptoms consistent with long COVID. English and Spanish-speaking members ≥ 18 years old with SARS-CoV-2 serologic testing conducted prior to August 2021 were recruited from Kaiser Permanente Southern California and Kaiser Permanente Colorado. Between November 2021 and April 2022, participants completed a survey assessing symptoms, physical health, mental health, and cognitive function consistent with long COVID. Survey results were linked to SARS-CoV-2 antibody (Ab) and viral (RNA) lab results in electronic health records. Weighted descriptive analyses were generated for five mutually exclusive patient groups: (1) +Ab/+RNA; (2) +Ab/- or missing RNA; (3) -Ab/+RNA; (4a) -Ab/-RNA reporting no prior infection; and (4b) -Ab/-RNA reporting prior infection. The proportions reporting symptoms between the +Ab/+RNA and -Ab/+RNA groups were compared, adjusted for covariates. Among 3,946 participants, the mean age was 52.1 years old (SD 15.6), 68.3% were female, 28.4% were Hispanic, and the serologic testing occurred a median of 15 months prior (IQR = 12-18). Three quarters (74.5%) reported having had COVID-19. Among people with laboratory-confirmed COVID-19, there was no association between antibody positivity (+Ab/+RNA vs. -Ab/+RNA) and any symptoms, physical health, mental health, or cognitive function. As expected, physical health, cognitive function, and fatigue were worse, and palpitations and headaches limiting the ability to work were more prevalent among people with laboratory-confirmed prior infection and positive serology (+Ab/+RNA) compared to those without reported or confirmed prior infection and negative serology (-Ab/-RNA/no reported COVID-19). Among people with laboratory-confirmed COVID-19, SARS-CoV-2 serology from practice settings were not associated with long COVID symptoms and health status suggesting limited utility of serology testing for long COVID.
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  • 文章类型: Journal Article
    目的:身体功能障碍是重症监护综合征(PICS)的三个组成部分之一,影响多达60%的ICU幸存者。
    目的:探讨不同ICU幸存者队列中客观躯体功能损害的患病率,在放电和纵向,并强调可能与客观身体功能障碍相关的社会人口统计学因素。
    方法:这是对新奥尔良ICU收治的37例患者的二次分析,路易斯安那州,还有丹佛,科罗拉多州在2016年至2019年期间幸存下来,并获得了纵向随访数据。
    方法:我们的身体功能损害的主要结果是通过握力和短的身体性能电池来定义的。我们探讨了功能障碍与社会人口统计学因素之间的关联,包括种族/民族,性别,主要语言,教育状况,和医疗合并症。
    结果:超过75%的ICU幸存者在出院时和3至6个月的随访中受到身体功能障碍的影响。我们没有发现不同种族/民族的身体功能障碍患者比例有显著差异,主要语言,或教育状况。女性在随访期间的损伤相对较高,与男人相比,和那些有合并症的人。在两个时间点得分的18例患者中,与非白人患者相比,白人患者的握力变化更大。四名非白人患者在出院和随访之间的握力减弱。
    结论:在此探索性分析中,我们发现,ICU幸存者中客观躯体功能损害的患病率较高,且在出院后持续存在.我们的发现表明种族/民族与身体功能障碍之间可能存在关系。这些探索性发现可能会为未来的调查提供信息,以评估社会人口统计学因素对功能恢复的影响。
    OBJECTIVE: Physical functional impairment is one of three components of postintensive care syndrome (PICS) that affects up to 60% of ICU survivors.
    OBJECTIVE: To explore the prevalence of objective physical functional impairment among a diverse cohort of ICU survivors, both at discharge and longitudinally, and to highlight sociodemographic factors that might be associated with the presence of objective physical functional impairment.
    METHODS: This was a secondary analysis of 37 patients admitted to the ICU in New Orleans, Louisiana, and Denver, Colorado between 2016 and 2019 who survived with longitudinal follow-up data.
    METHODS: Our primary outcome of physical functional impairment was defined by handgrip strength and the short physical performance battery. We explored associations between functional impairment and sociodemographic factors that included race/ethnicity, sex, primary language, education status, and medical comorbidities.
    RESULTS: More than 75% of ICU survivors were affected by physical functional impairment at discharge and longitudinally at 3- to 6-month follow-up. We did not see a significant difference in the proportion of patients with physical functional impairment by race/ethnicity, primary language, or education status. Impairment was relatively higher in the follow-up period among women, compared with men, and those with comorbidities. Among 18 patients with scores at both time points, White patients demonstrated greater change in handgrip strength than non-White patients. Four non-White patients demonstrated diminished handgrip strength between discharge and follow-up.
    CONCLUSIONS: In this exploratory analysis, we saw that the prevalence of objective physical functional impairment among ICU survivors was high and persisted after hospital discharge. Our findings suggest a possible relationship between race/ethnicity and physical functional impairment. These exploratory findings may inform future investigations to evaluate the impact of sociodemographic factors on functional recovery.
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  • 文章类型: Journal Article
    堪萨斯州西南部和科罗拉多州东南部的SandSagebrushPrairie生态区的小草原鸡(Tympanuchuspallidicinctus)种群较小,美国,自1980年代中期以来急剧下降。栖息地质量和可用性的下降被认为是下降的主要驱动因素。我们的目标是重建自1985年以来生态区的广泛变化,作为人口减少的潜在因素。我们评估了1985-2015年土地覆盖类型的时间变化,并使用土地变化监测计算了景观指标,评估,和投影图像层。我们还记录了人为结构的存在,包括油井和输电线路。自1990年以来,整个Sagebrush草原生态区的地表覆盖类型组成变化不大。然而,人为结构(即,油/气井,蜂窝塔,风电场,和传输线)显著增加,可能导致功能栖息地的大规模丧失。人为结构的增加可能会降低栖息地的可用性以及小草原鸡的现有栖息地的质量,可能导致整个Sagebrush草原生态区最近的人口减少。
    Lesser prairie-chicken (Tympanuchus pallidicinctus) populations of in the Sand Sagebrush Prairie Ecoregion of southwest Kansas and southeast Colorado, USA, have declined sharply since the mid-1980s. Decreased quality and availability of habitat are believed to be the main drivers of declines. Our objective was to reconstruct broad-scale change in the ecoregion since 1985 as a potential factor in population declines. We assessed temporal change from 1985-2015 in landcover types and calculated landscape metrics using Land Change Monitoring, Assessment, and Projection imagery layers. We also documented presence of anthropogenic structures including oil wells and electrical transmission lines. Landcover type composition changed little since 1990 across the Sand Sagebrush Prairie Ecoregion. However, anthropogenic structures (i.e., oil/gas wells, cell towers, wind farms, and transmission lines) notably increased, potentially causing functional habitat loss at a broad scale. Increased anthropogenic structures may have decreased habitat availability as well as the quality of existing habitat for lesser prairie-chickens, possibly contributing to recent population declines throughout the Sand Sagebrush Prairie Ecoregion.
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  • 文章类型: Journal Article
    在成年人中,病毒载量和疾病严重程度可能因SARS-CoV-2变异而不同,模式在儿童中很少被理解。我们评估了症状学,循环阈值(Ct)值,和SARS-CoV-2变异在2,299儿科SARS-CoV-2患者(0-21岁)在科罗拉多州,美国,确定感染Delta或Omicron的儿童的症状严重程度或Ct值是否与早期变异不同。在Delta和Omicron期间感染的儿童的Ct值低于在Delta之前感染的儿童,<1岁儿童的Ct值低于年龄较大的儿童。住院有症状儿童的Ct值低于无症状儿童。与之前的Delta相比,在Delta和Omicron期间感染的儿童有症状(75.4%的Delta前,95.3%Delta,99.5%Omicron),入院重症监护(18.8%在三角洲之前,39.5%的三角洲,22.9%Omicron),或接受了氧气支持(42.0%前,达66.3%,62.3%Omicron)。我们的数据强调了包括儿童在内的必要性,尤其是年幼的孩子,在病原体监测工作中。
    In adults, viral load and disease severity can differ by SARS-CoV-2 variant, patterns less understood in children. We evaluated symptomatology, cycle threshold (Ct) values, and SARS-CoV-2 variants among 2,299 pediatric SARS-CoV-2 patients (0-21 years of age) in Colorado, USA, to determine whether children infected with Delta or Omicron had different symptom severity or Ct values than during earlier variants. Children infected during the Delta and Omicron periods had lower Ct values than those infected during pre-Delta, and children <1 year of age had lower Ct values than older children. Hospitalized symptomatic children had lower Ct values than asymptomatic patients. Compared with pre-Delta, more children infected during Delta and Omicron were symptomatic (75.4% pre-Delta, 95.3% Delta, 99.5% Omicron), admitted to intensive care (18.8% pre-Delta, 39.5% Delta, 22.9% Omicron), or received oxygen support (42.0% pre-Delta, 66.3% Delta, 62.3% Omicron). Our data reinforce the need to include children, especially younger children, in pathogen surveillance efforts.
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  • 文章类型: Journal Article
    目的:评估重症监护病房(ICU)床位占用(主要)是否增加了医院压力,使用中的呼吸机和急诊科(ED)溢出-与在三角洲之前的科罗拉多州ICU中降低COVID-19ICU患者生存率有关,Delta和Omicron变体。
    方法:使用离散时间生存模型的回顾性队列研究,与广义估计方程拟合。
    方法:科罗拉多州的34个医院系统,美国,在COVID-19大流行期间,患者容量最高的ICU。
    方法:科罗拉多州医院的9196名非儿科SARS-CoV-2患者于2020年8月1日至2022年3月1日期间入院ICU,随访28天。
    方法:死亡或出院到临终关怀。
    结果:对于科罗拉多州的Delta时代COVID-19ICU患者,据估计,在入住ICU的患者每天都会暴露在经历其第75个百分位数的ICU饱满度或以上的设施中,患者的死亡几率会增加26%。与未暴露天数的患者相比(OR:1.26;95%CI:1.04至1.54;p=0.0102),调整年龄,性别,ICU住院时间,疫苗接种状况和医院质量评级。对于Delta时代和Omicron时代的患者来说,我们还发现,与高呼吸机使用率和(在一部分设施中)ED溢出状态相关的死亡危险显著增加.对于三角洲前期患者,我们估计了相同饱腹度暴露的相对无效甚至保护作用,这提供了一个有意义的对比,以前的研究发现增加的危害,但仅限于前三角洲研究窗口。
    结论:总体而言,尤其是在三角洲时代(当时大多数科罗拉多州的设施都很完整),在COVID-19ICU患者中,更全面的医院暴露量增加与死亡风险增加相关.
    OBJECTIVE: To assess whether increasing levels of hospital stress-measured by intensive care unit (ICU) bed occupancy (primary), ventilators in use and emergency department (ED) overflow-were associated with decreasing COVID-19 ICU patient survival in Colorado ICUs during the pre-Delta, Delta and Omicron variant eras.
    METHODS: A retrospective cohort study using discrete-time survival models, fit with generalised estimating equations.
    METHODS: 34 hospital systems in Colorado, USA, with the highest patient volume ICUs during the COVID-19 pandemic.
    METHODS: 9196 non-paediatric SARS-CoV-2 patients in Colorado hospitals admitted once to an ICU between 1 August 2020 and 1 March 2022 and followed for 28 days.
    METHODS: Death or discharge to hospice.
    RESULTS: For Delta-era COVID-19 ICU patients in Colorado, the odds of death were estimated to be 26% greater for patients exposed every day of their ICU admission to a facility experiencing its all-era 75th percentile ICU fullness or above, versus patients exposed for none of their days (OR: 1.26; 95% CI: 1.04 to 1.54; p=0.0102), adjusting for age, sex, length of ICU stay, vaccination status and hospital quality rating. For both Delta-era and Omicron-era patients, we also detected significantly increased mortality hazard associated with high ventilator utilisation rates and (in a subset of facilities) states of ED overflow. For pre-Delta-era patients, we estimated relatively null or even protective effects for the same fullness exposures, something which provides a meaningful contrast to previous studies that found increased hazards but were limited to pre-Delta study windows.
    CONCLUSIONS: Overall, and especially during the Delta era (when most Colorado facilities were at their fullest), increasing exposure to a fuller hospital was associated with an increasing mortality hazard for COVID-19 ICU patients.
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