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Evaluation of Hospital Admission Status for Emergency Department Patients Seen for Chronic Obstructive Pulmonary Disease Exacerbation: A Retrospective Observational Study

机译:用于慢性阻塞性肺病的急诊部患者医院入院地位的评估:回顾性观察研究

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Background: Chronic obstructive pulmonary disease (COPD) is a common and preventable condition. The disease accounts for a large economic burden in the US health care system. Better control and prevention of COPD exacerbations can help prevent presentations to already-crowded emergency departments (EDs) and hospitals. The objective of our study was to identify variables associated with hospital admission status in ED patients presenting with COPD exacerbation.Methods: We conducted a retrospective observational study of patients seen at 1 of 3 US EDs from 2012 to 2014 with a primary diagnosis related to COPD exacerbation. Hospital admission status was modeled using patient characteristic data via adaptive least absolute shrinkage and selection operator logistic regression. Study results are presented as adjusted odds ratios with 95% CIs. Planned post hoc model dependency and external data sensitivity analyses were conducted.Results: The study sample included 1,165 unique patients with COPD with an ED encounter related to exacerbation at 1 of the 3 reviewed hospitals. Approximately half of these patients had a hospital admission. Variables inversely associated with an admission included oxygen saturation and number of prior ED encounters for COPD exacerbation. Variables positively associated with admission were initial ED heart rate, patient age, and documented comorbidities of anxiety and/or depression. These mental health comorbidities had the strongest association with admission status.Conclusion: Understanding the characteristics of admitted patients may help direct resources and outpatient services to prevent encounters. Of note, the study revealed mental health variables as being strongly associated with admission status. Keywords: Anxiety , depression , emergency service–hospital , patient admission , pulmonary disease–chronic obstructive INTRODUCTIONChronic obstructive pulmonary disease (COPD) is a common and preventable condition. In 2010, the estimated number of COPD cases was 384 million, with a global prevalence of 11.7%.~(1) COPD is a leading cause of morbidity and is the fourth leading cause of death in the world.~(2,3) Driving factors related to the burden of COPD are increasing rates of smoking in developing countries and aging populations in developed countries.~(4)COPD is associated with a large economic burden in the US health care system. According to Guarascio et al, in 2010 the estimated direct cost of COPD in the US was $30 billion, with indirect costs of $20 billion.~(5) Singh and Yu reported that the average emergency department (ED) charge was $2,812, and the hospitalization charge was $29,043 for COPD-related illness in 2012.~(6) US data from 2015 to 2016 showed a marked increase in the percentage of adults with a COPD diagnosis receiving ED services.~(7) The cost burden has also been reported in other areas of the world. In 2019, Kirsch et al reported that hospital admissions for COPD accounted for more than 50% of total direct health care costs in a large German sample.~(8)The identification of risk factors associated with exacerbations has been an area of interest for researchers. Better control and prevention of exacerbations can help prevent presentations to already crowded EDs and hospitals as well as address the significant financial weight associated with these visits. While most COPD exacerbations are managed outside of the hospital, the percentage of COPD exacerbations that require hospitalization present an opportunity for health care improvement. Studies have identified risk factors for COPD exacerbations such as decreased forced expiratory volume, anxiety, depression, duration of disease, sex, age, socioeconomic level, and previous admission for exacerbation.~(9-14) Patient age and number of prior exacerbations have been commonly reported predictors of a future exacerbation. Biomarkers, specifically serum/sputum eosinophil levels and C-reactive protein, have also been used to predict exacerbations.~(15,16)Compared to risk factors for COPD acute exacerbation, markedly less research has been done on factors related to hospitalization for COPD exacerbation. Parshall and Doherty (2006) found that a greater heart rate in the ED was predictive of a hospital admission.~(17) Additionally, risk factors such as time of presentation after onset of symptoms, prior admissions for COPD exacerbation, level of dyspnea, and presence of comorbid conditions have been reported as predictive indicators of hospitalization for COPD exacerbations.~(18-21) The aim of our study was to expand on existing research in identifying targetable variables associated with admission status in a sample of US patients with COPD.METHODSWe conducted a retrospective observational study of data from 3 community teaching hospital EDs located in the same US Midwestern city. All facilities were within the same health care system and used the same electronic health record (EHR). The study received approval from th
机译:背景:慢性阻塞性肺病(COPD)是一种常见可预防的病症。该疾病占美国医疗保健系统的巨大经济负担。更好的控制和预防COPD Exacterbations可以帮助防止演示到已经拥挤的急诊部门(EDS)和医院。我们研究的目的是鉴定与COPD Exacterbation的ED患者中与医院入院地位相关的变量。方法:我们对2012年至2014年的3个美国EDS的患者进行了回顾性观察研究,其初步诊断与COPD有关恶化。通过适应性最低绝对收缩和选择操作员逻辑回归使用患者特征数据建模医院入院状态。研究结果作为调整后的差距,95%CIS呈现。进行了计划的后HOC模型依赖性和外部数据敏感性分析。结果:研究样本包括1,165名独特的COPD患者,与3次审查的医院中的1名与加剧相关的ED遭遇。大约有一半的患者入院。与入场有关的变量包括氧气饱和度和先前ED遇到的次数,用于COPD Exacterbation。与入院充满肯定的变量是初始ED心率,患者年龄和记录的焦虑和/或抑郁症的合并症。这些心理健康合并症与入学地位最强。结论:了解录取的患者的特征可能有助于指导资源和门诊服务以防止遭遇。值得注意的是,该研究揭示了心理健康变量与入学地位密切相关。关键词:焦虑,抑郁,急诊服务 - 医院,患者入院,肺病 - 慢性阻塞性引进障碍性肺病(COPD)是一种常见可预防的病症。 2010年,估计的COPD病例数为3.84亿,全球患病率为11.7%。〜(1)COPD是发病率的主要原因,是世界上死亡的第四个主要原因。〜(2,3)与COPD负担有关的推动因素正在增加发达国家的发展中国家和老龄化人口的吸烟率。〜(4)COPD与美国医疗保健系统的经济负担有关。据Guarascio等,2010年,美国普及金的估计直接成本为300亿美元,间接成本为20亿美元。〜(5)辛格和俞报告称,平均急诊部(ED)费用为2,812美元,而且2012年的住院费用为29,043美元。〜(6)2015年至2016年的美国数据显示,具有接受ED服务的COPD诊断的成年人百分比显着增加。〜(7)成本负担也已报告在世界的其他地区。 2019年,Kirsch等人报告说,COPD的医院入学占大型德国样品中直接卫生费用总额的50%以上。〜(8)鉴定与加剧相关的风险因素是研究人员的兴趣领域。更好的控制和预防加剧可以帮助预防演讲已经拥挤的EDS和医院,以及解决与这些访问相关的重要财务重量。虽然大多数COPD恶化在医院以外管理,但需要住院治疗的COPD恶化的百分比为医疗保健提供了机会。研究已经确定了COPD恶化的危险因素,例如降低的强迫呼气量,焦虑,抑郁,疾病持续时间,性别,年龄,社会经济水平和之前的加剧入院。〜(9-14)患者年龄和先前的恶化的数量经过常见的预测因子未来加重。生物标志物,特别是血清/痰嗜酸性粒细胞水平和C反应蛋白,也已被用于预测加剧。〜(15,16)与COPD急性加剧的危险因素相比,对COPD住院的因素显着降低了研究恶化。 Parshall和Doherty(2006)发现,ED中的更大的心率是预测医院入院。〜(17)此外,患有症状发生后呈现的危险因素,患有COPD加剧,呼吸困难水平的录取据报道,共用病症的存在作为COPD加剧的预测指标。〜(18-21)我们的研究目的是扩展现有研究,以识别与美国COPD患者样本中的录取状态相关的可有序变量.Methodswe对位于同一美国中西部城市的3个社区教学医院EDS进行了回顾性的观察研究。所有设施都在同一保健系统内,并使用了相同的电子健康记录(EHR)。该研究得到了批准

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