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加拿大省级肾脏管理数据库中自我报告种族的验证

Validation of Self-Reported Race in a Canadian Provincial Renal Administrative Database.

作者信息

Waheed Aiza, Djurdjev Ognjenka, Dong Jianghu, Gill Jagbir, Barbour Sean

机构信息

The University of British Columbia, Vancouver, Canada.

BC Provincial Renal Agency, Vancouver, Canada.

出版信息

Can J Kidney Health Dis. 2019 Jul 1;6:2054358119859528. doi: 10.1177/2054358119859528. eCollection 2019.

Abstract

BACKGROUND

Administrative data are commonly used to study clinical outcomes in renal disease. Race is an important determinant of renal health delivery and outcomes in Canada but is not validated in most administrative data, and the correlation with census-based definitions of race is unknown.

OBJECTIVES

Validation of self-reported race (SRR) in a Canadian provincial renal administrative database (Patient Records and Outcome Management Information System [PROMIS]) and comparison with the Canadian census categories of race.

DESIGN

Prospective patient survey study to validate SRR in PROMIS.

SETTING

British Columbia, Canada.

PATIENTS

Adult patients registered in PROMIS.

MEASUREMENTS

Survey SRR was used as gold standard to validate SRR in PROMIS. Self-reported race in PROMIS was compared with census race categories.

METHODS

This is a cross-sectional telephone survey of a random sample of all adults in PROMIS conducted between February 2016 and November 2016. Responders selected a race category from PROMIS and from the Canadian census. Sensitivity (Sn) and specificity (Sp) were calculated with 95% confidence intervals (CIs).

RESULTS

A total of 21 039 patients met inclusion criteria, 1677 were selected for the survey and 637 participated (38% response rate). There were no differences between the PROMIS, sampled, and responder populations. PROMIS SRR had an accuracy of 95.3% (95% CI: 94.2%-97.0%) when validated against the survey SRR with Sn and Sp ≥90% in all race groups except in Aboriginals (Sn 87.5%). The positive and negative predictive values were ≥95%, except in very low and high-prevalence groups, respectively. The Canadian census had an accuracy of 95.7% (95% CI: 94.4%-97.6%) when validated against PROMIS SRR with Sn and Sp ≥90%. The results did not differ in subgroups based on age, sex, birth outside Canada, or renal group (glomerulonephritis, chronic kidney disease, hemodialysis, peritoneal dialysis, transplant recipients, or live donors).

LIMITATIONS

Analysis of minority groups and lower prevalence groups is limited by sample size. Results may not be generalizable to other administrative databases.

CONCLUSIONS

We have shown high accuracy of PROMIS SRR that validates its use in the secondary analysis of administrative data for research. There is high correlation between PROMIS and census race categories which allows linkage with other data sources that use census-based definitions of race.

摘要

背景

行政数据常用于研究肾脏疾病的临床结局。种族是加拿大肾脏健康服务及结局的一个重要决定因素,但在大多数行政数据中未得到验证,且与基于人口普查的种族定义之间的相关性尚不清楚。

目的

在加拿大省级肾脏行政数据库(患者记录与结局管理信息系统[PROMIS])中验证自我报告种族(SRR),并与加拿大人口普查的种族类别进行比较。

设计

前瞻性患者调查研究,以验证PROMIS中的SRR。

地点

加拿大不列颠哥伦比亚省。

患者

在PROMIS中登记的成年患者。

测量

将调查SRR用作金标准来验证PROMIS中的SRR。将PROMIS中的自我报告种族与人口普查种族类别进行比较。

方法

这是一项对2016年2月至2016年11月期间PROMIS中所有成年患者的随机样本进行的横断面电话调查。应答者从PROMIS和加拿大人人口普查中选择一个种族类别。计算敏感性(Sn)和特异性(Sp)以及95%置信区间(CI)。

结果

共有21039名患者符合纳入标准,1677名被选入调查,637名参与(应答率38)。PROMIS、抽样人群和应答者人群之间无差异。与调查SRR相比,PROMIS SRR的准确率为95.3%(95%CI:94.2%-97.0%),除原住民外(Sn 87.5%),所有种族组的Sn和Sp≥90%。除极低患病率组和极高患病率组外,阳性和阴性预测值均≥95%。与PROMIS SRR相比,加拿大人人口普查的准确率为95.7%(95%CI:94.4%-97.6%),Sn和Sp≥90%。基于年龄、性别、加拿大境外出生或肾脏疾病组(肾小球肾炎、慢性肾脏病、血液透析、腹膜透析、移植受者或活体供者)的亚组结果无差异。

局限性

少数群体和低患病率群体的分析受样本量限制。结果可能无法推广到其他行政数据库。

结论

我们已证明PROMIS SRR具有较高的准确性,这验证了其在行政数据二次分析研究中的应用。PROMIS与人口普查种族类别之间具有高度相关性,这使得可以与使用基于人口普查的种族定义的其他数据源进行关联。

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