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首页> 外文期刊>Online Journal of Public Health Informatics >Tracking suspected heroin overdoses in CDC's National Syndromic Surveillance Program
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Tracking suspected heroin overdoses in CDC's National Syndromic Surveillance Program

机译:在疾病预防控制中心的国家症状监测计划中追踪可疑的海洛因过量

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Objective This paper analyzes emergency department syndromic data in the Centers for Disease Control and Prevention’s (CDC) National Syndromic Surveillance Program’s (NSSP) BioSense Platform to understand trends in suspected heroin overdose. Introduction Overdose deaths involving opioids (i.e., opioid pain relievers and illicit opioids such as heroin) accounted for at least 63% (N = 33,091) of overdose deaths in 2015. Overdose deaths related to illicit opioids, heroin and illicitly-manufactured fentanyl, have rapidly increased since 2010. For instance, heroin overdose deaths quadrupled from 3,036 in 2010 to 12,989 in 2015. Unfortunately, timely response to emerging trends is inhibited by time lags for national data on both overdose mortality via vital statistics (8-12 months) and morbidity via hospital discharge data (over 2 years). Emergency department (ED) syndromic data can be leveraged to respond more quickly to emerging drug overdose trends as well as identify drug overdose outbreaks. CDC’s NSSP BioSense Platform collects near real-time ED data on approximately two-thirds of ED visits in the US. NSSP’s data analysis and visualization tool, Electronic Surveillance System for the Notification of Community-based Epidemics (ESSENCE), allows for tailored syndrome queries and can monitor ED visits related to heroin overdose at the local, state, regional, and national levels quicker than hospital discharge data. Methods We analyzed ED syndromic data using ESSENCE to detect monthly and annual trends in suspected unintentional or undetermined heroin overdose by sex and region for those 11 years and older. An ED visit was categorized as a suspected heroin overdose if it met several criteria, including heroin overdose ICD-9-CM and ICD-10-CM codes (i.e., 965.01 and E850.0; T40.1X1A, T40.1X4A) and chief complaint text associated with a heroin overdose (e.g., “heroin overdose”). Using computer code developed specifically for ESSENCE based on our case definition, we queried data from 9 of the 10 HHS regions from July 2016-July 2017. One region was excluded due to large changes in data submitted during the time period. We conducted trend analyses using the proportion of suspected heroin overdoses by total ED visits for a given month with all sexes and regions combined and then stratified by sex and region. To determine significant linear changes in monthly and annual trends, we used the National Cancer Institute’s Joinpoint Regression Program. Results From July 2016-July 2017, over 72 million total ED visits were captured from all sites and jurisdictions submitting data to NSSP. After applying our case definition to these records, 53,786 visits were from a suspected heroin overdose, which accounted for approximately 7.5 heroin overdose visits per 10,000 total ED visits during that timeframe. The rate of suspected heroin overdose visits to total ED visits was highest in June 2017 (8.7 per 10,000) and lowest in August 2016 (6.6 per 10,000 visits). Males accounted for a larger rates of visits over all months (range = 10.7 to 14.2 per 10,000 visits) than females (range = 3.8 to 4.7 per 10,000 visits). Overall, compared to July 2016, suspected heroin overdose ED visits from July 2017 were significantly higher for all sexes and US regions combined (β = .010, p = .036). Significant increases were also demonstrated over time for males (β = .009, p = .044) and the Northeast (β = .012, p = .025). No other significant increases or decreases were detected by demographics or on a monthly basis. Conclusions Emergency department visits related to heroin overdose increased significantly from July 2016 to July 2017, with significant increases in the Northeast and among males. Urgent public health action is needed reduce heroin overdoses including increasing the availability of naloxone (an antidote for opioid overdose), linking people at high risk for heroin overdose to medication-assisted treatment, and reducing misuse of opioids by implementing safer opioid prescribing practices. Despite these findings, there are several limitations of these data: not all states sharing data have full participation thus limiting the representativeness of the data; not all ED visits are shared with NSSP; and our case definition may under-identify (e.g., visits missing discharge diagnosis codes and lacking specificity in chief complaint text) or over-identify (e.g., reliance on hospital staff impression and not drug test results) heroin overdose visits. Nonetheless, ED syndromic surveillance data can provide timely insight into emerging regional and national heroin overdose trends.
机译:目的本文分析疾病控制与预防中心(CDC)国家症状监测计划(NSSP)BioSense平台中急诊科的症状数据,以了解可疑海洛因过量的趋势。简介涉及阿片类药物(即阿片类药物镇痛药和海洛因等非法阿片类药物)的过量死亡占2015年过量用药的至少63%(N = 33,091)。与非法阿片类药物,海洛因和非法制造的芬太尼有关的过量用药已经死亡。自2010年以来迅速增加。例如,海洛因过量死亡从2010年的3,036增至2015年的12,989翻了三倍。不幸的是,通过生命统计数据(8-12个月)和过量死亡国家数据的时间滞后,对新兴趋势的及时响应受到抑制。通过出院数据(2年以上)患病。可以利用急诊科(ED)的综合数据更快地应对新出现的药物过量趋势,并确定药物过量暴发。疾病预防控制中心的NSSP BioSense平台收集了大约三分之二的美国急诊就诊时的近实时急诊数据。 NSSP的数据分析和可视化工具,用于基于社区的流行病通报的电子监视系统(ESSENCE),可以进行量身定制的综合症查询,并且可以以比医院更快的速度在地方,州,地区和国家级别监测与海洛因过量相关的ED访视。排放数据。方法我们使用ESSENCE分析ED综合征数据,以检测11岁以上按性别和地区分列的无意或不确定海洛因过量用药的月度和年度趋势。如果ED访问符合多个标准,则归类为可疑的海洛因过量,包括海洛因过量ICD-9-CM和ICD-10-CM代码(即965.01和E850.0; T40.1X1A,T40.1X4A)和首席与海洛因过量有关的投诉文本(例如“海洛因过量”)。使用根据案例定义专门为ESSENCE开发的计算机代码,我们查询了2016年7月至2017年7月的10个HHS地区中的9个地区的数据。由于该时间段内提交的数据发生较大变化,因此排除了一个地区。我们进行了趋势分析,使用给定月份所有性别和地区的总ED访视中可疑海洛因超剂量的比例,然后按性别和地区进行分层。为了确定月度和年度趋势的显着线性变化,我们使用了美国国家癌症研究所的Joinpoint回归计划。结果从2016年7月至2017年7月,从向NSSP提交数据的所有站点和辖区捕获了总计超过72​​00万次ED访问。在将我们的病例定义应用于这些记录后,有53,786次来自可疑海洛因过量的访问,占该时间范围内每10,000例ED访视中约有7.5次海洛因过量访问。 2017年6月,可疑海洛因用药过量就诊次数占ED总访问量的最高(每10,000人次8.7),2016年8月最低(每10,000人次6.6)。在所有月份中,男性的访问率更高(范围为每10,000次访问10.7至14.2),而女性(范围为每10,000次访问3.8至4.7)。总体而言,与2016年7月相比,从2017年7月开始,所有性别和美国地区的可疑海洛因过量ED就诊次数均显着增加(β= .010,p = .036)。随着时间的推移,男性(β= .009,p = .044)和东北地区(β= .012,p = .025)也显示出显着增加。人口统计或每月未发现其他显着增加或减少。结论从2016年7月到2017年7月,与海洛因过量相关的急诊就诊次数显着增加,东北地区和男性中的急诊就诊次数明显增加。需要采取紧急的公共卫生措施,以减少海洛因的过量使用,包括增加纳洛酮(阿片类药物过量的解毒剂)的供应量,将海洛因过量的高风险人群与药物辅助治疗联系起来,以及通过实施更安全的阿片类药物处方操作来减少对阿片类药物的滥用。尽管有这些发现,这些数据还是有一些局限性:并非所有共享数据的州都充分参与,从而限制了数据的代表性;并非所有的ED访问都与NSSP共享;而且我们的病例定义可能会导致海洛因过量就诊(例如,出院时缺少出院诊断代码并且在主诉文本中缺乏具体性)或过度识别(例如,对医院工作人员的印象而不是药物测试结果)。尽管如此,ED综合征监测数据仍可以及时了解新兴的区域和国家海洛因药物过量趋势。

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