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记录链接研究中数据源选择对静脉血栓栓塞症死亡率估计的影响

The Impact of the Choice of Data Source in Record Linkage Studies Estimating Mortality in Venous Thromboembolism.

作者信息

Gallagher Arlene M, Williams Tim, Leufkens Hubert G M, de Vries Frank

机构信息

Clinical Practice Research Datalink, Medicines and Healthcare products Regulatory Agency, London, United Kingdom.

Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Utrecht, the Netherlands.

出版信息

PLoS One. 2016 Feb 10;11(2):e0148349. doi: 10.1371/journal.pone.0148349. eCollection 2016.

Abstract

Linked electronic healthcare databases are increasingly being used in observational research. The objective of this study was to investigate the impact of the choice of data source in estimating mortality following VTE, with a secondary aim to investigate the influence of the denominator definition. We used the UK Clinical Practice Research Datalink (CPRD) to identify patients aged 18+ with venous thromboembolism (VTE). Multiple cohorts were identified in order to assess how mortality rates differed with a range of data sources. For each of the cohorts, incidence rates per 1,000 person years (/1000py) and relative rates (RRs) of all-cause mortality were calculated. The lowest mortality rate was found when only primary care data were used for both the exposure (VTE) and the outcome (death) (108.4/1000py). The highest mortality rate was found for patients diagnosed in secondary care (237.2/1000py). When linked primary and secondary care data were included for eligible patients and for the overlapping period of data collection, a mortality rate of 173.2/1000py was found. Sensitivity analyses varying the denominator definition provided a range of results (140.6-164.3/1000py). The relative rates of mortality by gender and age were comparable across all cohorts. Depending on the choice of data source, the population studied may be different. This may have substantial impact on the main findings, in particular on incidence rates of mortality following VTE.

摘要

关联电子医疗数据库在观察性研究中的应用日益广泛。本研究的目的是调查在估计静脉血栓栓塞(VTE)后死亡率时数据源选择的影响,次要目的是调查分母定义的影响。我们使用英国临床实践研究数据链(CPRD)来识别年龄在18岁及以上的静脉血栓栓塞(VTE)患者。确定了多个队列,以评估死亡率在一系列数据源之间的差异。对于每个队列,计算每1000人年的发病率(/1000py)和全因死亡率的相对率(RRs)。当暴露(VTE)和结局(死亡)均仅使用初级保健数据时,发现死亡率最低(108.4/1000py)。在二级保健中诊断出的患者死亡率最高(237.2/1000py)。当将符合条件的患者以及数据收集的重叠期的初级和二级保健关联数据包括在内时,发现死亡率为173.2/1000py。改变分母定义的敏感性分析提供了一系列结果(140.6 - 164.3/1000py)。所有队列中按性别和年龄划分的死亡率相对率相当。根据数据源的选择,所研究的人群可能不同。这可能对主要研究结果产生重大影响,特别是对VTE后死亡率的发病率。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/822d/4749278/201181639b6a/pone.0148349.g001.jpg

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