• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

利用行政医疗保健数据库识别类风湿性关节炎患者。

The use of administrative health care databases to identify patients with rheumatoid arthritis.

作者信息

Hanly John G, Thompson Kara, Skedgel Chris

机构信息

Division of Rheumatology, Department of Medicine; Department of Pathology.

Department of Medicine, Queen Elizabeth II Health Sciences Centre, Dalhousie University.

出版信息

Open Access Rheumatol. 2015 Nov 6;7:69-75. doi: 10.2147/OARRR.S92630. eCollection 2015.

DOI:10.2147/OARRR.S92630
PMID:27790047
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC5045118/
Abstract

OBJECTIVE

To validate and compare the decision rules to identify rheumatoid arthritis (RA) in administrative databases.

METHODS

A study was performed using administrative health care data from a population of 1 million people who had access to universal health care. Information was available on hospital discharge abstracts and physician billings. RA cases in health administrative databases were matched 1:4 by age and sex to randomly selected controls without inflammatory arthritis. Seven case definitions were applied to identify RA cases in the health administrative data, and their performance was compared with the diagnosis by a rheumatologist. The validation study was conducted on a sample of individuals with administrative data who received a rheumatologist consultation at the Arthritis Center of Nova Scotia.

RESULTS

We identified 535 RA cases and 2,140 non-RA, noninflammatory arthritis controls. Using the rheumatologist's diagnosis as the gold standard, the overall accuracy of the case definitions for RA cases varied between 68.9% and 82.9% with a kappa statistic between 0.26 and 0.53. The sensitivity and specificity varied from 20.7% to 94.8% and 62.5% to 98.5%, respectively. In a reference population of 1 million, the estimated annual number of incident cases of RA was between 176 and 1,610 and the annual number of prevalent cases was between 1,384 and 5,722.

CONCLUSION

The accuracy of case definitions for the identification of RA cases from rheumatology clinics using administrative health care databases is variable when compared to a rheumatologist's assessment. This should be considered when comparing results across studies. This variability may also be used as an advantage in different study designs, depending on the relative importance of sensitivity and specificity for identifying the population of interest to the research question.

摘要

目的

验证并比较行政数据库中识别类风湿性关节炎(RA)的决策规则。

方法

利用来自100万享有全民医保人群的行政医疗保健数据进行了一项研究。可获取医院出院摘要和医生账单信息。将健康行政数据库中的RA病例按年龄和性别以1:4的比例与随机选择的无炎性关节炎对照进行匹配。应用七种病例定义来识别健康行政数据中的RA病例,并将其性能与风湿病学家的诊断结果进行比较。验证研究是在新斯科舍省关节炎中心接受风湿病学家会诊且有行政数据的个体样本上进行的。

结果

我们识别出535例RA病例和2140例非RA、非炎性关节炎对照。以风湿病学家的诊断为金标准,RA病例定义的总体准确率在68.9%至82.9%之间,kappa统计量在0.26至0.53之间。敏感性和特异性分别在20.7%至94.8%和62.5%至98.5%之间变化。在100万的参考人群中,RA的估计年发病例数在176至1610之间,年患病例数在1384至5722之间。

结论

与风湿病学家的评估相比,使用行政医疗保健数据库从风湿病诊所识别RA病例的病例定义准确性存在差异。在比较不同研究结果时应考虑这一点。根据识别研究问题相关人群时敏感性和特异性的相对重要性,这种变异性在不同的研究设计中也可作为一个优势。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3574/5045118/573a68bb3f6a/oarrr-7-069Fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3574/5045118/573a68bb3f6a/oarrr-7-069Fig1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3574/5045118/573a68bb3f6a/oarrr-7-069Fig1.jpg

相似文献

1
The use of administrative health care databases to identify patients with rheumatoid arthritis.利用行政医疗保健数据库识别类风湿性关节炎患者。
Open Access Rheumatol. 2015 Nov 6;7:69-75. doi: 10.2147/OARRR.S92630. eCollection 2015.
2
Identification of patients with systemic lupus erythematosus in administrative healthcare databases.在行政医疗保健数据库中识别系统性红斑狼疮患者。
Lupus. 2014 Nov;23(13):1377-82. doi: 10.1177/0961203314543917. Epub 2014 Jul 23.
3
Accuracy of Canadian health administrative databases in identifying patients with rheumatoid arthritis: a validation study using the medical records of rheumatologists.加拿大健康管理数据库在识别类风湿关节炎患者中的准确性:一项使用风湿病医生病历的验证研究。
Arthritis Care Res (Hoboken). 2013 Oct;65(10):1582-91. doi: 10.1002/acr.22031.
4
Prevalence of rheumatoid arthritis in Edmonton and Northern Alberta.埃德蒙顿及阿尔伯塔省北部类风湿性关节炎的患病率。
Clin Rheumatol. 2021 Apr;40(4):1245-1248. doi: 10.1007/s10067-020-05352-5. Epub 2020 Aug 21.
5
A validation study of a new classification algorithm to identify rheumatoid arthritis using administrative health databases: case-control and cohort diagnostic accuracy studies. Results from the RECord linkage On Rheumatic Diseases study of the Italian Society for Rheumatology.一种使用行政健康数据库识别类风湿关节炎的新分类算法的验证研究:病例对照和队列诊断准确性研究。来自意大利风湿病学会 RECord 链接风湿病研究的结果。
BMJ Open. 2015 Jan 28;5(1):e006029. doi: 10.1136/bmjopen-2014-006029.
6
An administrative data validation study of the accuracy of algorithms for identifying rheumatoid arthritis: the influence of the reference standard on algorithm performance.一项关于类风湿性关节炎识别算法准确性的行政数据验证研究:参考标准对算法性能的影响。
BMC Musculoskelet Disord. 2014 Jun 23;15:216. doi: 10.1186/1471-2474-15-216.
7
Incidence and prevalence of rheumatoid arthritis in Saskatchewan, Canada: 2001-2014.加拿大萨斯喀彻温省类风湿关节炎的发病率和患病率:2001 - 2014年
BMC Rheumatol. 2019 Jul 18;3:28. doi: 10.1186/s41927-019-0077-4. eCollection 2019.
8
A Longitudinal Study of Ambulatory Physician Encounters, Emergency Room Visits, and Hospitalizations by Patients with Rheumatoid Arthritis: A 13-year Population Health Study.类风湿关节炎患者的门诊医师就诊、急诊就诊和住院的纵向研究:一项长达 13 年的人群健康研究。
J Rheumatol. 2017 Oct;44(10):1421-1428. doi: 10.3899/jrheum.170056. Epub 2017 Aug 1.
9
A systematic review of validated methods for identifying patients with rheumatoid arthritis using administrative or claims data.类风湿关节炎患者的行政或索赔数据识别方法的系统评价。
Vaccine. 2013 Dec 30;31 Suppl 10:K41-61. doi: 10.1016/j.vaccine.2013.03.075.
10
Model-based methods for case definitions from administrative health data: application to rheumatoid arthritis.基于模型的行政卫生数据病例定义方法:在类风湿关节炎中的应用
BMJ Open. 2017 Jun 23;7(6):e016173. doi: 10.1136/bmjopen-2017-016173.

引用本文的文献

1
Hospital-Treated Infections and 15-year Incidence of Musculoskeletal Disorders: A Large Population-Based Cohort Study.医院治疗感染与肌肉骨骼疾病的15年发病率:一项基于大人群的队列研究。
Clin Epidemiol. 2025 Mar 11;17:251-264. doi: 10.2147/CLEP.S494047. eCollection 2025.
2
A novel method to monitor rheumatoid arthritis prevalence using hospital and medication databases.一种利用医院和药物数据库监测类风湿性关节炎患病率的新方法。
Arthritis Res Ther. 2024 Jul 16;26(1):133. doi: 10.1186/s13075-024-03366-x.
3
Cardiovascular Events During Pregnancy: Implications for Adverse Pregnancy Outcomes in Individuals With Autoimmune and Rheumatic Diseases.

本文引用的文献

1
Epidemiology, pathophysiology, and diagnosis of rheumatoid arthritis: A Synopsis.类风湿关节炎的流行病学、病理生理学和诊断:概述。
Am J Manag Care. 2014 May;20(7 Suppl):S128-35.
2
Early rheumatoid arthritis 6 years after diagnosis is still associated with high direct costs and increasing loss of productivity: the Swedish TIRA project.诊断后 6 年的早期类风湿关节炎仍与高额直接成本和不断增加的生产力损失相关:瑞典 TIRA 项目。
Scand J Rheumatol. 2014;43(3):177-83. doi: 10.3109/03009742.2013.835442. Epub 2013 Dec 19.
3
Systematic review and critical appraisal of validation studies to identify rheumatic diseases in health administrative databases.
孕期心血管事件:对自身免疫性和风湿性疾病患者不良妊娠结局的影响
J Rheumatol. 2025 Jan 1;52(1):93-99. doi: 10.3899/jrheum.2024-0306.
4
Trends in avascular necrosis and related arthroplasties in hospitalized patients with systemic lupus erythematosus and rheumatoid arthritis.系统性红斑狼疮和类风湿关节炎住院患者的缺血性坏死及相关关节成形术的趋势。
Semin Arthritis Rheum. 2024 Jun;66:152444. doi: 10.1016/j.semarthrit.2024.152444. Epub 2024 Apr 10.
5
Discrepancies in ICD-9/ICD-10-based codes used to identify three common diseases in cancer patients in real-world settings and their implications for disease classification in breast cancer patients and patients without cancer: a literature review and descriptive study.在真实环境中用于识别癌症患者三种常见疾病的基于ICD - 9/ICD - 10编码的差异及其对乳腺癌患者和非癌症患者疾病分类的影响:一项文献综述和描述性研究
Front Oncol. 2023 Sep 6;13:1016389. doi: 10.3389/fonc.2023.1016389. eCollection 2023.
6
CD19-targeted chimeric antigen receptor T-cell therapy in patients with concurrent B-cell Non-Hodgkin lymphoma and rheumatic autoimmune diseases: a propensity score matching study.同时患有B细胞非霍奇金淋巴瘤和风湿性自身免疫性疾病患者的CD19靶向嵌合抗原受体T细胞疗法:一项倾向评分匹配研究
Bone Marrow Transplant. 2023 Nov;58(11):1223-1228. doi: 10.1038/s41409-023-02086-1. Epub 2023 Aug 21.
7
Association between parental autoimmune disease and childhood atopic dermatitis varied by sex: a nationwide case-control study.父母自身免疫性疾病与儿童特应性皮炎相关性的性别差异:一项全国性病例对照研究。
Arch Dermatol Res. 2023 Sep;315(7):2011-2021. doi: 10.1007/s00403-023-02582-w. Epub 2023 Mar 9.
8
The prevalence of rheumatoid arthritis in Western Australia.西澳大利亚州类风湿关节炎的患病率。
BMC Rheumatol. 2022 Dec 31;6(1):93. doi: 10.1186/s41927-022-00324-5.
9
Systematic review: development of a consensus code set to identify cirrhosis in electronic health records.系统评价:开发用于识别电子健康记录中肝硬化的共识代码集。
Aliment Pharmacol Ther. 2022 Mar;55(6):645-657. doi: 10.1111/apt.16806. Epub 2022 Feb 15.
10
Validity of Algorithms for Identification of Individuals Suffering from Chronic Noncancer Pain in Administrative Databases: A Systematic Review.算法在行政数据库中识别慢性非癌痛患者的有效性:系统评价。
Pain Med. 2020 Sep 1;21(9):1825-1839. doi: 10.1093/pm/pnaa004.
系统评价和关键评估,以识别健康管理数据库中的风湿性疾病。
Arthritis Care Res (Hoboken). 2013 Sep;65(9):1490-503. doi: 10.1002/acr.21993.
4
A cross-sectional audit of the uptake of seasonal and H1N1 influenza vaccination amongst patients with rheumatoid arthritis in a London hospital.对伦敦一家医院类风湿性关节炎患者季节性流感疫苗和甲型H1N1流感疫苗接种情况的横断面审计。
Clin Exp Rheumatol. 2011 May-Jun;29(3):596. Epub 2011 Jun 30.
5
Systematic review of peptic ulcer disease incidence rates: do studies without validation provide reliable estimates?系统评价消化性溃疡病发病率:未经验证的研究能否提供可靠的估计?
Pharmacoepidemiol Drug Saf. 2011 Jul;20(7):718-28. doi: 10.1002/pds.2153. Epub 2011 May 27.
6
Population-based data sources for chronic disease surveillance.用于慢性病监测的基于人群的数据来源。
Chronic Dis Can. 2008;29(1):31-8.
7
A population-based assessment of systemic lupus erythematosus incidence and prevalence--results and implications of using administrative data for epidemiological studies.基于人群的系统性红斑狼疮发病率和患病率评估——使用行政数据进行流行病学研究的结果及意义。
Rheumatology (Oxford). 2007 Dec;46(12):1814-8. doi: 10.1093/rheumatology/kem233.
8
Robustness of prevalence estimates derived from misclassified data from administrative databases.源自行政数据库错误分类数据的患病率估计值的稳健性。
Biometrics. 2007 Mar;63(1):272-9. doi: 10.1111/j.1541-0420.2006.00665.x.
9
A review of uses of health care utilization databases for epidemiologic research on therapeutics.医疗保健利用数据库在治疗学流行病学研究中的应用综述。
J Clin Epidemiol. 2005 Apr;58(4):323-37. doi: 10.1016/j.jclinepi.2004.10.012.
10
Gaps in care for rheumatoid arthritis: a population study.类风湿关节炎护理中的差距:一项人群研究。
Arthritis Rheum. 2005 Apr 15;53(2):241-8. doi: 10.1002/art.21077.