Validation of international algorithms to identify adults with inflammatory bowel disease in health administrative data from Ontario, Canada

被引:161
作者
Benchimol, Eric I. [1 ,2 ,3 ,4 ]
Guttmann, Astrid [1 ,5 ,6 ]
Mack, David R. [2 ,3 ]
Nguyen, Geoffrey C. [1 ,7 ,8 ]
Marshall, John K. [9 ]
Gregor, James C. [10 ]
Wong, Jenna [1 ]
Forster, Alan J. [1 ,11 ,12 ]
Manuel, Douglas G. [1 ,4 ,12 ,13 ]
机构
[1] Inst Clin Evaluat Sci, Toronto, ON M4N 3M5, Canada
[2] Childrens Hosp Eastern Ontario, Div Gastroenterol Hepatol & Nutr, CHEO Inflammatory Bowel Dis Ctr, Ottawa, ON K1H 8L1, Canada
[3] Univ Ottawa, Dept Pediat, Ottawa, ON K1H 8M5, Canada
[4] Univ Ottawa, Dept Epidemiol & Community Med, Ottawa, ON K1H 8M5, Canada
[5] Univ Toronto, Dept Paediat, Toronto, ON M5S 1A8, Canada
[6] Univ Toronto, Inst Hlth Policy Management & Evaluat, Toronto, ON M5T 3M7, Canada
[7] Univ Toronto, Dept Med, Toronto, ON M5S 1A8, Canada
[8] Mt Sinai Hosp, Ctr Inflammatory Bowel Dis, Toronto, ON M5G 1X5, Canada
[9] McMaster Univ, Dept Med, Hamilton, ON L8S 4K1, Canada
[10] Univ Western Ontario, London Hlth Sci Ctr, Dept Med, London, ON N6G 2V4, Canada
[11] Univ Ottawa, Dept Med, Ottawa, ON K1H 8M5, Canada
[12] Ottawa Hosp Res Inst, Ottawa, ON K1Y 4E9, Canada
[13] Univ Ottawa, Dept Family Med, Ottawa, ON K1H 8M5, Canada
基金
加拿大健康研究院;
关键词
Inflammatory bowel disease; Crohn's; Ulcerative colitis; Epidemiology; Health administrative data; Routinely collected health data; Validation; MANAGED CARE ORGANIZATION; CROHNS-DISEASE; ULCERATIVE-COLITIS; EPIDEMIOLOGY; PREVALENCE; GUIDELINES; CHILDREN;
D O I
10.1016/j.jclinepi.2014.02.019
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
100404 [儿少卫生与妇幼保健学];
摘要
Objective: Health administrative databases can be used to track disease incidence, outcomes, and care quality. Case validation is necessary to ensure accurate disease ascertainment using these databases. In this study, we aimed to validate adult-onset inflammatory bowel disease (IBD) identification algorithms. Study Design and Setting: We used two large cohorts of incident patients from Ontario, Canada to validate algorithms. We linked information extracted from charts to health administrative data and compared the accuracy of various algorithms. In addition, we validated an algorithm to distinguish patients with Crohn's from those with ulcerative colitis and assessed the adequate look-back period to distinguish incident from prevalent cases. Results: Over 5,000 algorithms were tested. The most accurate algorithm to identify patients 18 to 64 years at diagnosis was five physician contacts or hospitalizations within 4 years (sensitivity, 76.8%; specificity, 96.2%; positive predictive value (PPV), 81.4%; negative predictive value (NPV), 95.0%). In patients >= 65 years at diagnosis, adding a pharmacy claim for an IBD-related medication improved accuracy. Conclusion: Patients with adult-onset incident IBD can be accurately identified from within health administrative data. The validated algorithms will be applied to administrative data to expand the Ontario Crohn's and Colitis Cohort to all patients with IBD in the province of Ontario. (C) 2014 Elsevier Inc. All rights reserved.
引用
收藏
页码:887 / 896
页数:10
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