• 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

利用基于 2011 年加拿大慢性病生活调查(SLCDC-糖尿病部分)的基于人群的自我报告和基于调查的算法对 1 型和 2 型糖尿病进行分类的一致性研究。

Concordance between self-report and a survey-based algorithm for classification of type 1 and type 2 diabetes using the 2011 population-based Survey on Living with Chronic Diseases in Canada (SLCDC)-Diabetes component.

机构信息

Health Analysis Division, Statistics Canada, Ottawa, Ontario, Canada.

Clinical Epidemiology Program, Ottawa Hospital Research Institute, Ottawa, Ontario, Canada.

出版信息

Can J Diabetes. 2013 Aug;37(4):249-253. doi: 10.1016/j.jcjd.2013.05.007. Epub 2013 Aug 2.

DOI:10.1016/j.jcjd.2013.05.007
PMID:24070889
Abstract

OBJECTIVE

There are 2 major forms of diabetes mellitus: types 1 and 2. A major limitation of most current population-based diabetes surveillance systems is the classification of diabetes types. Our objective was to examine the concordance of self-reported diabetes type with a previously developed classification algorithm, using a nationally representative survey sample.

METHODS

Self-reported data were available from 2544 adults with self-reported diabetes, aged ≥20 years and older, who responded to the diabetes component of the 2011 Survey of Living with Chronic Diseases in Canada. We examined the concordance of self-reported diabetes type with an algorithm based on self-reported, but objective, respondent characteristics, such as age of diagnosis and treatment patterns. Concordance was measured using kappa coefficients. Sensitivity, specificity and positive and negative predictive values were calculated using the algorithm as the reference "standard."

RESULTS

Approximately 11% of the estimated population did not self-report diabetes type; almost all of these respondents would be classified as having type 2 diabetes by the algorithm. Of those self-reporting diabetes type, we found moderate overall agreement between the algorithm and self-reported type (kappa, 0.52; 95% confidence interval [CI], 0.52 to 0.53). Perfect agreement was noted in the youngest age group (kappa, 1.0; 95% CI, 1.0-1.0) but agreement was poor for the oldest age group (kappa, 0.20; 95% CI, 0.19 to 0.20).

CONCLUSIONS

An algorithm based on self-reported, objective characteristics related to diabetes diagnosis and treatment patterns may have the potential to overcome limitations of simple self-report diabetes type for the classification of diabetes type in older adults.

摘要

目的

糖尿病有 2 种主要形式:1 型和 2 型。大多数当前基于人群的糖尿病监测系统的一个主要局限性是糖尿病类型的分类。我们的目的是使用具有代表性的全国性调查样本,检验自我报告的糖尿病类型与先前开发的分类算法的一致性。

方法

共有 2544 名年龄≥20 岁且自我报告患有糖尿病的成年人对加拿大慢性疾病生活状况调查的糖尿病部分作出回应,提供了自我报告的数据。我们根据自我报告但客观的受访者特征(如诊断和治疗模式的年龄)检验了自我报告的糖尿病类型与基于算法的一致性。一致性使用 Kappa 系数进行衡量。使用算法作为参考“标准”计算了敏感性、特异性和阳性及阴性预测值。

结果

大约 11%的估计人口没有自我报告糖尿病类型;几乎所有这些受访者都会根据算法被归类为 2 型糖尿病。在报告了糖尿病类型的人群中,我们发现算法与自我报告的类型之间存在中等总体一致性(Kappa 值,0.52;95%置信区间[CI],0.52-0.53)。在最年轻的年龄组中,一致性达到了完美(Kappa 值,1.0;95%CI,1.0-1.0),而在最年长的年龄组中,一致性较差(Kappa 值,0.20;95%CI,0.19-0.20)。

结论

基于自我报告的与糖尿病诊断和治疗模式相关的客观特征的算法可能有潜力克服简单自我报告糖尿病类型在老年人群中分类的局限性。

相似文献

1
Concordance between self-report and a survey-based algorithm for classification of type 1 and type 2 diabetes using the 2011 population-based Survey on Living with Chronic Diseases in Canada (SLCDC)-Diabetes component.利用基于 2011 年加拿大慢性病生活调查(SLCDC-糖尿病部分)的基于人群的自我报告和基于调查的算法对 1 型和 2 型糖尿病进行分类的一致性研究。
Can J Diabetes. 2013 Aug;37(4):249-253. doi: 10.1016/j.jcjd.2013.05.007. Epub 2013 Aug 2.
2
Methodology of the 2009 Survey on Living with Chronic Diseases in Canada--hypertension component.2009年加拿大慢性病生活状况调查方法——高血压部分
Chronic Dis Inj Can. 2013 Sep;33(4):267-76.
3
Socioeconomic factors associated with visual impairment and ophthalmic care utilization in patients with type II diabetes.与II型糖尿病患者视力损害及眼科护理利用相关的社会经济因素。
Can J Ophthalmol. 2015 Apr;50(2):119-26. doi: 10.1016/j.jcjo.2014.11.014.
4
Prevalence of Type 1 and Type 2 Diabetes-Related Complications and Their Association With Determinants Identified in Canada's Survey on Living With Chronic Diseases-Diabetes Component.1 型和 2 型糖尿病相关并发症的流行情况及其与加拿大慢性病生活调查-糖尿病部分中确定的决定因素的关系。
Can J Diabetes. 2020 Jun;44(4):304-311.e3. doi: 10.1016/j.jcjd.2019.09.001. Epub 2019 Sep 24.
5
Comparison of several survey-based algorithms to ascertain type 1 diabetes among US adults with self-reported diabetes.比较几种基于调查的算法,以确定美国成年人中自我报告患有糖尿病的 1 型糖尿病患者。
BMJ Open Diabetes Res Care. 2020 Dec;8(2). doi: 10.1136/bmjdrc-2020-001917.
6
Large increase in the prevalence of self-reported diabetes based on a nationally representative survey in Hungary.基于匈牙利一项具有全国代表性的调查,自我报告的糖尿病患病率大幅上升。
Prim Care Diabetes. 2017 Apr;11(2):107-111. doi: 10.1016/j.pcd.2016.09.001. Epub 2016 Sep 24.
7
Association between Physical Activity and Health-Related Quality of Life in Adults with Type 2 Diabetes.体力活动与 2 型糖尿病成人健康相关生活质量的关系。
Can J Diabetes. 2017 Feb;41(1):58-63. doi: 10.1016/j.jcjd.2016.07.004. Epub 2016 Sep 28.
8
Validity of type 2 diabetes diagnosis in a population-based electronic health record database.基于人群的电子健康记录数据库中2型糖尿病诊断的有效性
BMC Med Inform Decis Mak. 2017 Apr 8;17(1):34. doi: 10.1186/s12911-017-0439-z.
9
Validating self-report of diabetes use by participants in the 45 and Up Study: a record linkage study.验证 45 岁及以上研究参与者自我报告的糖尿病使用情况:一项记录链接研究。
BMC Health Serv Res. 2013 Nov 19;13:481. doi: 10.1186/1472-6963-13-481.
10
PROM Validation Using Paper-Based or Online Surveys: Data Collection Methods Affect the Sociodemographic and Health Profile of the Sample.采用纸质或在线调查进行 PROM 验证:数据收集方法会影响样本的社会人口学和健康状况。
Value Health. 2019 Aug;22(8):845-850. doi: 10.1016/j.jval.2019.03.015. Epub 2019 May 17.

引用本文的文献

1
Influenza and pneumococcal vaccination coverage in Latin American patients with systemic lupus erythematosus: a cross-sectional and comparative study.拉丁美洲系统性红斑狼疮患者的流感和肺炎球菌疫苗接种覆盖率:一项横断面和比较研究。
Adv Rheumatol. 2021 Jul 8;61(1):46. doi: 10.1186/s42358-021-00197-1.
2
Comparison of several survey-based algorithms to ascertain type 1 diabetes among US adults with self-reported diabetes.比较几种基于调查的算法,以确定美国成年人中自我报告患有糖尿病的 1 型糖尿病患者。
BMJ Open Diabetes Res Care. 2020 Dec;8(2). doi: 10.1136/bmjdrc-2020-001917.
3
Identifying optimal survey-based algorithms to distinguish diabetes type among adults with diabetes.
识别基于调查的最佳算法以区分成年糖尿病患者的糖尿病类型。
J Clin Transl Endocrinol. 2020 Jul 3;21:100231. doi: 10.1016/j.jcte.2020.100231. eCollection 2020 Sep.
4
Socially Assigned Race and Diabetes: Findings from the Arizona Behavioral Risk Factor Surveillance System, 2013-2014.社会分配种族与糖尿病:来自亚利桑那州行为风险因素监测系统的研究,2013-2014 年。
J Racial Ethn Health Disparities. 2019 Oct;6(5):926-934. doi: 10.1007/s40615-019-00593-w. Epub 2019 May 7.
5
Prevalence of Diagnosed Diabetes in Adults by Diabetes Type - United States, 2016.按糖尿病类型划分的美国成年人确诊糖尿病患病率,2016年
MMWR Morb Mortal Wkly Rep. 2018 Mar 30;67(12):359-361. doi: 10.15585/mmwr.mm6712a2.
6
Income-related inequalities in visual impairment and eye screening services in patients with type 2 diabetes.2 型糖尿病患者的视觉障碍和眼部筛查服务中与收入相关的不平等现象。
J Public Health (Oxf). 2016 Dec 2;38(4):e571-e579. doi: 10.1093/pubmed/fdv185.
7
Trends in dietary intake among adults with type 2 diabetes: NHANES 1988-2012.1988 - 2012年美国国家健康与营养检查调查中2型糖尿病成年患者的饮食摄入趋势
J Hum Nutr Diet. 2017 Aug;30(4):479-489. doi: 10.1111/jhn.12443. Epub 2017 Feb 2.
8
Growing social inequality in the prevalence of type 2 diabetes in Canada, 2004-2012.2004 - 2012年加拿大2型糖尿病患病率方面社会不平等现象加剧。
Can J Public Health. 2015 Mar 12;106(3):e132-9. doi: 10.17269/cjph.106.4769.