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Identifying Frequent Users of an Urban Emergency Medical Service Using Descriptive Statistics and Regression Analyses

机译:使用描述性统计和回归分析识别城市急诊医疗服务的经常用户

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摘要

This retrospective cohort study provides a descriptive analysis of a population that frequently uses an urban emergency medical service (EMS) and identifies factors that contribute to use among all frequent users. For purposes of this study we divided frequent users into the following groups: low- frequent users (4 EMS transports in 2012), medium-frequent users (5 to 6 EMS transports in 2012), high-frequent users (7 to 10 EMS transports in 2012) and super-frequent users (11 or more EMS transports in 2012). Overall, we identified 539 individuals as frequent users.For all groups of EMS frequent users (i.e. low, medium, high and super) one or more hospital admissions, receiving a referral for follow-up care upon discharge, and having no insurance were found to be statistically significant with frequent EMS use (P<0.05). Within the diagnostic categories, 41.61% of super-frequent users had a diagnosis of “primarily substance abuse/misuse” and among low-frequent users a majority, 53.33%, were identified as having a “reoccurring (medical) diagnosis.” Lastly, relative risk ratios for the highest group of users, super-frequent users, were 3.34 (95% CI [1.90–5.87]) for obtaining at least one referral for follow-up care, 13.67 (95% CI [5.60–33.34]) for having four or more hospital admissions and 5.95 (95% CI [1.80–19.63]) for having a diagnoses of primarily substance abuse/misuse.Findings from this study demonstrate that among low- and medium-frequent users a majority of patients are using EMS for reoccurring medical conditions. This could potentially be avoided with better care management. In addition, this study adds to the current literature that illustrates a strong correlation between substance abuse/misuse and high/super-frequent EMS use. For the subgroup analysis among individuals 65 years of age and older, we did not find any of the independent variables included in our model to be statistically significant with frequent EMS use.
机译:这项回顾性队列研究对经常使用城市紧急医疗服务(EMS)的人群进行了描述性分析,并确定了有助于所有频繁使用者使用的因素。在本研究中,我们将频繁用户分为以下几类:低频率用户(2012年为4个EMS运输),中频繁用户(2012年为5至6个EMS运输),高频率用户(7至10个EMS运输) 2012年)和超级用户(2012年有11个或更多EMS运输)。总体而言,我们确定了539个人为经常使用的人群。对于所有EMS经常使用人群(即低,中,高和超级),均接受了一次或多次住院治疗,出院后接受了转诊后续治疗,并且没有保险在频繁使用EMS时具有统计学意义(P <0.05)。在诊断类别中,有41.61%的超常用户诊断为“主要滥用/滥用”,而在低频率用户中,多数(53.33%)被诊断为“反复(医学)诊断”。最后,获得至少一次转诊的最高用户群(超频繁用户)的相对风险比是3.34(95%CI [1.90–5.87]),是13.67(95%CI [5.60–33.34] ])有四次或以上入院治疗,5.95(95%CI [1.80–19.63])有诊断出主要是滥用药物/滥用的结果。这项研究的结果表明,在中低频率使用者中,大多数患者正在使用EMS再次发生医疗状况。更好的护理管理有可能避免这种情况。此外,这项研究增加了当前的文献,这些文献说明了药物滥用/滥用与高/超频繁EMS使用之间的强烈关联。对于65岁以上的个体进行的亚组分析,我们发现在频繁使用EMS的情况下,我们模型中未包含任何自变量具有统计学意义。

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