• 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

利用医疗保险索赔数据识别心肌梗死:卒中的地理和种族差异原因研究。

Use of Medicare Claims Data for the Identification of Myocardial Infarction: The Reasons for Geographic And Racial Differences in Stroke Study.

机构信息

Departments of Epidemiology.

Health Care Organization and Policy.

出版信息

Med Care. 2018 Dec;56(12):1051-1059. doi: 10.1097/MLR.0000000000001004.

DOI:10.1097/MLR.0000000000001004
PMID:30363020
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC6231971/
Abstract

OBJECTIVES

Assess the validity of Medicare claims for identifying myocardial infarction (MI).

METHODS

We used data from 9951 Medicare beneficiaries 65 years and above in the Reasons for Geographic And Racial Differences in Stroke study. Between 2003 and 2012, 669 participants had an MI identified and adjudicated through study procedures (ie, the gold standard), and 552 had an overnight inpatient claim with a code for MI (ICD-9 code 410.x0 or 410.x1) in any discharge diagnosis position.

RESULTS

Using Medicare claims with a discharge diagnosis code for MI in any position, the positive predictive value (PPV) was 84.3% [95% confidence interval (CI), 80.9%-87.3%] and the sensitivity was 49.0% (95% CI, 44.9%-53.1%). Sensitivity was lower for men (45.8%) versus women (55.1%), microsize MIs (13.7%) versus other MIs (64.7%), type 2 (30.9%), and 4-5 MIs (11.1%) versus type 1 MIs (76.6%), and MIs occurring in-hospital (28.8%) versus out-of-hospital (66.7%). Using Medicare claims with a code for MI in the primary discharge diagnosis position, the PPV was 89.7% (95% CI, 86.3%-92.5%) and sensitivity was 40.1% (95% CI, 36.1%-44.2%). The sensitivity of claims with a code for MI in the primary discharge diagnosis position was lower for microsize versus other MIs, type 2 and 4-5 MIs versus type 1 MIs and MIs occurring in-hospital versus out-of-hospital. Hazard ratios for MI associated with participant characteristics were similar using adjudicated MIs identified through study procedures or claims for MI without further adjudication.

CONCLUSIONS

Medicare claims have a high PPV but low sensitivity for identifying MI and can be used to investigate individual-level characteristics associated with MI.

摘要

目的

评估医疗保险索赔在识别心肌梗死(MI)方面的有效性。

方法

我们使用了 Reasons for Geographic And Racial Differences in Stroke 研究中的 9951 名 65 岁及以上的 Medicare 受益人的数据。在 2003 年至 2012 年期间,有 669 名参与者通过研究程序(即黄金标准)确定并裁定发生了 MI,并且有 552 名参与者在任何出院诊断位置的过夜住院索赔中都有 MI 的编码(ICD-9 代码 410.x0 或 410.x1)。

结果

使用医疗保险索赔中任何位置的 MI 出院诊断代码,阳性预测值(PPV)为 84.3%(95%置信区间[CI],80.9%-87.3%),敏感性为 49.0%(95%CI,44.9%-53.1%)。男性(45.8%)的敏感性低于女性(55.1%),微梗死(13.7%)的敏感性低于其他梗死(64.7%),2 型(30.9%)和 4-5 型(11.1%)的敏感性低于 1 型(76.6%),以及住院期间(28.8%)发生的 MI 敏感性高于院外(66.7%)。使用医疗保险索赔中主要出院诊断位置的 MI 编码,PPV 为 89.7%(95%CI,86.3%-92.5%),敏感性为 40.1%(95%CI,36.1%-44.2%)。在主要出院诊断位置的 MI 编码的索赔中,微梗死、2 型和 4-5 型与 1 型 MI 以及住院期间发生的 MI 比院外发生的 MI 的敏感性更低。使用通过研究程序确定的经裁决的 MI 或未经进一步裁决的 MI 索赔来识别 MI 时,与参与者特征相关的 MI 的风险比相似。

结论

医疗保险索赔在识别 MI 方面具有较高的 PPV,但敏感性较低,可以用于调查与 MI 相关的个体特征。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f1ef/6231971/a21bb5f3a891/nihms-1507814-f0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f1ef/6231971/a21bb5f3a891/nihms-1507814-f0001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f1ef/6231971/a21bb5f3a891/nihms-1507814-f0001.jpg

相似文献

1
Use of Medicare Claims Data for the Identification of Myocardial Infarction: The Reasons for Geographic And Racial Differences in Stroke Study.利用医疗保险索赔数据识别心肌梗死:卒中的地理和种族差异原因研究。
Med Care. 2018 Dec;56(12):1051-1059. doi: 10.1097/MLR.0000000000001004.
2
Position matters: Validation of medicare hospital claims for myocardial infarction against medical record review in the atherosclerosis risk in communities study.位置很重要:对社区动脉粥样硬化风险研究中医疗保险医院的心肌梗死索赔进行医学记录审查的验证。
Pharmacoepidemiol Drug Saf. 2018 Oct;27(10):1085-1091. doi: 10.1002/pds.4396. Epub 2018 Feb 6.
3
Validity of claims-based stroke algorithms in contemporary Medicare data: reasons for geographic and racial differences in stroke (REGARDS) study linked with medicare claims.基于索赔的中风算法在当代医疗保险数据中的有效性:中风地理和种族差异原因(REGARDS)研究与医疗保险索赔相关联。
Circ Cardiovasc Qual Outcomes. 2014 Jul;7(4):611-9. doi: 10.1161/CIRCOUTCOMES.113.000743. Epub 2014 Jun 24.
4
Accuracy of Medicare claims-based diagnosis of acute myocardial infarction: estimating positive predictive value on the basis of review of hospital records.基于医疗保险索赔数据诊断急性心肌梗死的准确性:通过审查医院记录评估阳性预测值。
Am Heart J. 2004 Jul;148(1):99-104. doi: 10.1016/j.ahj.2004.02.013.
5
Claims-based cardiovascular outcome identification for clinical research: Results from 7 large randomized cardiovascular clinical trials.基于索赔的心血管结局识别在临床研究中的应用:来自 7 项大型随机心血管临床试验的结果。
Am Heart J. 2019 Dec;218:110-122. doi: 10.1016/j.ahj.2019.09.002. Epub 2019 Sep 12.
6
Study of Cardiovascular Health Outcomes in the Era of Claims Data: The Cardiovascular Health Study.索赔数据时代心血管健康结局研究:心血管健康研究
Circulation. 2016 Jan 12;133(2):156-64. doi: 10.1161/CIRCULATIONAHA.115.018610. Epub 2015 Nov 4.
7
Hospital laboratory reporting may be a barrier to detection of 'microsize' myocardial infarction in the US: an observational study.美国医院实验室报告可能成为检测“微小心肌梗死”的障碍:一项观察性研究。
BMC Health Serv Res. 2013 May 1;13:162. doi: 10.1186/1472-6963-13-162.
8
Derivation and Validation of ICD-10 Codes for Identifying Incident Stroke.ICD-10 编码用于识别中风事件的推导和验证。
JAMA Neurol. 2024 Aug 1;81(8):875-881. doi: 10.1001/jamaneurol.2024.2044.
9
Validation study of medicare claims to identify older US adults with CKD using the Reasons for Geographic and Racial Differences in Stroke (REGARDS) Study.利用卒中地理和种族差异原因(REGARDS)研究对医疗保险理赔数据进行验证研究,以识别美国老年慢性肾脏病患者。
Am J Kidney Dis. 2015 Feb;65(2):249-58. doi: 10.1053/j.ajkd.2014.07.012. Epub 2014 Sep 19.
10
The Design and Validation of a New Algorithm to Identify Incident Fractures in Administrative Claims Data.一种用于在行政索赔数据中识别骨折事件的新算法的设计与验证。
J Bone Miner Res. 2019 Oct;34(10):1798-1807. doi: 10.1002/jbmr.3807. Epub 2019 Aug 5.

引用本文的文献

1
Hurricane Exposure and Risk of Long-Term Cardiovascular Disease Outcomes.飓风暴露与长期心血管疾病结局风险
JAMA Netw Open. 2025 Sep 2;8(9):e2530335. doi: 10.1001/jamanetworkopen.2025.30335.
2
Major adverse cardiovascular events or venous thromboembolism in patients with rheumatoid arthritis initiating biological or targeted synthetic disease-modifying antirheumatic drugs: a nationwide, population-based cohort study.类风湿关节炎患者开始使用生物制剂或靶向合成改善病情抗风湿药物后的主要不良心血管事件或静脉血栓栓塞:一项基于全国人群的队列研究
Ther Adv Musculoskelet Dis. 2025 Mar 12;17:1759720X251321917. doi: 10.1177/1759720X251321917. eCollection 2025.
3

本文引用的文献

1
Use of the Medicare database in epidemiologic and health services research: a valuable source of real-world evidence on the older and disabled populations in the US.医疗保险数据库在流行病学和卫生服务研究中的应用:美国老年人和残疾人群体真实世界证据的宝贵来源。
Clin Epidemiol. 2017 May 9;9:267-277. doi: 10.2147/CLEP.S105613. eCollection 2017.
2
Linkage of a Population-Based Cohort With Primary Data Collection to Medicare Claims: The Reasons for Geographic and Racial Differences in Stroke Study.将基于人群的队列与原始数据收集与医疗保险索赔相联系:中风研究中地理和种族差异的原因。
Am J Epidemiol. 2016 Oct 1;184(7):532-544. doi: 10.1093/aje/kww077. Epub 2016 Sep 19.
3
Classifying COVID-19 hospitalizations in epidemiology cohort studies: The C4R study.
在流行病学队列研究中对新冠病毒疾病住院病例进行分类:C4R研究
PLoS One. 2025 Feb 10;20(2):e0316198. doi: 10.1371/journal.pone.0316198. eCollection 2025.
4
Characteristics of patients with diabetes and a history of myocardial infarction initiating PCSK9 and SGLT2 inhibitors.开始使用PCSK9抑制剂和SGLT2抑制剂的糖尿病合并心肌梗死病史患者的特征。
Am Heart J Plus. 2022 Mar 24;13:100121. doi: 10.1016/j.ahjo.2022.100121. eCollection 2022 Jan.
5
Validity of Routine Health Data To Identify Safety Outcomes of Interest For Covid-19 Vaccines and Therapeutics in the Context of the Emerging Pandemic: A Comprehensive Literature Review.常规健康数据在新冠疫情背景下识别新冠疫苗和治疗方法相关安全性结果的有效性:一项综合文献综述
Drug Healthc Patient Saf. 2024 Jan 3;16:1-17. doi: 10.2147/DHPS.S415292. eCollection 2024.
6
Depressive symptoms, cognitive impairment, and all-cause mortality among REGARDS participants with heart failure.REGARDS研究中患有心力衰竭的参与者的抑郁症状、认知障碍和全因死亡率。
Eur Heart J Open. 2022 Oct 3;2(5):oeac064. doi: 10.1093/ehjopen/oeac064. eCollection 2022 Sep.
7
Association of Body Mass Index in Midlife With Morbidity Burden in Older Adulthood and Longevity.中年时期的体重指数与老年时期的发病负担和长寿的关系。
JAMA Netw Open. 2022 Mar 1;5(3):e222318. doi: 10.1001/jamanetworkopen.2022.2318.
8
Risk for recurrent cardiovascular disease events among patients with diabetes and chronic kidney disease.糖尿病合并慢性肾脏病患者的心血管疾病事件再发风险。
Cardiovasc Diabetol. 2021 Mar 1;20(1):58. doi: 10.1186/s12933-021-01247-0.
9
Excess Risk for Atherosclerotic Cardiovascular Outcomes Among US Adults With HIV in the Current Era.美国当前时代艾滋病毒感染者发生动脉粥样硬化性心血管结局的超额风险。
J Am Heart Assoc. 2020 Jan 7;9(1):e013744. doi: 10.1161/JAHA.119.013744. Epub 2019 Dec 27.
10
Improving the geographical precision of rural chronic disease surveillance by using emergency claims data: a cross-sectional comparison of survey versus claims data in Sullivan County, New York.利用急诊索赔数据提高农村慢性病监测的地理精度:纽约州沙利文县调查数据与索赔数据的横断面比较
BMJ Open. 2019 Nov 18;9(11):e033373. doi: 10.1136/bmjopen-2019-033373.
Study of Cardiovascular Health Outcomes in the Era of Claims Data: The Cardiovascular Health Study.
索赔数据时代心血管健康结局研究:心血管健康研究
Circulation. 2016 Jan 12;133(2):156-64. doi: 10.1161/CIRCULATIONAHA.115.018610. Epub 2015 Nov 4.
4
Validity of claims-based stroke algorithms in contemporary Medicare data: reasons for geographic and racial differences in stroke (REGARDS) study linked with medicare claims.基于索赔的中风算法在当代医疗保险数据中的有效性:中风地理和种族差异原因(REGARDS)研究与医疗保险索赔相关联。
Circ Cardiovasc Qual Outcomes. 2014 Jul;7(4):611-9. doi: 10.1161/CIRCOUTCOMES.113.000743. Epub 2014 Jun 24.
5
Service utilization of veterans dually eligible for VA and Medicare fee-for-service: 1999-2004.1999 - 2004年同时符合退伍军人事务部(VA)和医疗保险服务收费条件的退伍军人的服务利用情况。
Medicare Medicaid Res Rev. 2012 Oct 19;2(3). doi: 10.5600/mmrr.002.03.a06. eCollection 2012.
6
Validity of myocardial infarction diagnoses in administrative databases: a systematic review.行政数据库中心肌梗死诊断的有效性:一项系统评价。
PLoS One. 2014 Mar 28;9(3):e92286. doi: 10.1371/journal.pone.0092286. eCollection 2014.
7
Use of Medicare data to identify coronary heart disease outcomes in the Women's Health Initiative.利用医疗保险数据确定女性健康倡议中的冠心病结局。
Circ Cardiovasc Qual Outcomes. 2014 Jan;7(1):157-62. doi: 10.1161/CIRCOUTCOMES.113.000373. Epub 2014 Jan 7.
8
Use of administrative medical databases in population-based research.基于人群的研究中使用行政医疗数据库。
J Epidemiol Community Health. 2014 Mar;68(3):283-7. doi: 10.1136/jech-2013-202744. Epub 2013 Nov 18.
9
Classification of myocardial infarction: frequency and features of type 2 myocardial infarction.心肌梗死的分类:2 型心肌梗死的频率和特征。
Am J Med. 2013 Sep;126(9):789-97. doi: 10.1016/j.amjmed.2013.02.029. Epub 2013 Jul 12.
10
Hospital laboratory reporting may be a barrier to detection of 'microsize' myocardial infarction in the US: an observational study.美国医院实验室报告可能成为检测“微小心肌梗死”的障碍:一项观察性研究。
BMC Health Serv Res. 2013 May 1;13:162. doi: 10.1186/1472-6963-13-162.