Validity of type 2 diabetes diagnosis in a population-based electronic health record database

被引:24
|
作者
Moreno-Iribas, Conchi [1 ,2 ,3 ]
Sayon-Orea, Carmen [4 ,5 ]
Delfrade, Josu [6 ]
Ardanaz, Eva [1 ,3 ,6 ]
Gorricho, Javier [7 ]
Burgui, Rosana [6 ]
Nuin, Marian [8 ]
Guevara, Marcela [1 ,3 ,6 ]
机构
[1] Navarra Publ Hlth Inst, Leyre 15, Pamplona 31003, Spain
[2] Res Network Hlth Serv Chron Dis REDISSEC, Madrid, Spain
[3] Navarra Inst Hlth Res IdiSNA, Pamplona, Spain
[4] Navarra Hosp Complex, Dept Prevent Med & Publ Hlth, Pamplona, Spain
[5] Univ Navarra, Dept Prevent Med & Publ Hlth, Pamplona, Spain
[6] Biomed Res Ctr Network Epidemiol & Publ Hlth CIBE, Madrid, Spain
[7] Navarra Reg Govt, Dept Hlth, Pamplona, Spain
[8] Navarra Hlth Serv, Primary Healthcare Directorate, Pamplona, Spain
关键词
Validity; Type 2 diabetes mellitus; Incidence; Electronic health records; Primary care; PRIMARY-CARE; VALIDATION; MELLITUS; RISK; PREVALENCE; GLUCOSE;
D O I
10.1186/s12911-017-0439-z
中图分类号
R-058 [];
学科分类号
摘要
Background: The increasing burden of type 2 diabetes mellitus makes the continuous surveillance of its prevalence and incidence advisable. Electronic health records (EHRs) have great potential for research and surveillance purposes; however the quality of their data must first be evaluated for fitness for use. The aim of this study was to assess the validity of type 2 diabetes diagnosis in a primary care EHR database covering more than half a million inhabitants, 97% of the population in Navarra, Spain. Methods: In the Navarra EPIC-InterAct study, the validity of the T90 code from the International Classification of Primary Care, Second Edition was studied in a primary care EHR database to identify incident cases of type 2 diabetes, using a multi-source approach as the gold standard. The sensitivity, specificity, positive predictive value, negative predictive value and the kappa index were calculated. Additionally, type 2 diabetes prevalence from the EHR database was compared with estimations from a health survey. Results: The sensitivity, specificity, positive predictive value and negative predictive value of incident type 2 diabetes recorded in the EHRs were 98.2, 99.3, 92.2 and 99.8%, respectively, and the kappa index was 0.946. Overall prevalence of type 2 diabetes diagnosed in the EHRs among adults (35-84 years of age) was 7.2% (95% confidence interval [CI] 7. 2-7.3) in men and 5.9% (95% CI 5.8-5.9) in women, which was similar to the prevalence estimated from the health survey: 8.5% (95% CI 7.1-9.8) and 5.5% (95% CI 4.4-6.6) in men and women, respectively. Conclusions: The high sensitivity and specificity of type 2 diabetes diagnosis found in the primary care EHRs make this database a good source for population-based surveillance of incident and prevalent type 2 diabetes, as well as for monitoring quality of care and health outcomes in diabetic patients.
引用
收藏
页数:6
相关论文
共 50 条
  • [41] Type 2 Diabetes Mellitus and Thoracic Aortic Aneurysm and Dissection An Observational Population-Based Study in Spain From 2001 to 2012
    Jimenez-Trujillo, Isabel
    Gonzalez-Pascual, Montserrat
    Jimenez-Garcia, Rodrigo
    Hernandez-Barrera, Valentin
    Ma Miguel-Yanes, Jose
    Mendez-Bailon, Manuel
    de Miguel-Diez, Javier
    Angel Salinero-Fort, Miguel
    Perez-Farinos, Napoleon
    Carrasco-Garrido, Pilar
    Lopez-de-Andres, Ana
    MEDICINE, 2016, 95 (18) : e3618
  • [42] A narrative review on the validity of electronic health record-based research in epidemiology
    Gianfrancesco, Milena A.
    Goldstein, Neal D.
    BMC MEDICAL RESEARCH METHODOLOGY, 2021, 21 (01)
  • [43] A narrative review on the validity of electronic health record-based research in epidemiology
    Milena A. Gianfrancesco
    Neal D. Goldstein
    BMC Medical Research Methodology, 21
  • [44] Electronic health record-based triggers to detect potential delays in cancer diagnosis
    Murphy, Daniel R.
    Laxmisan, Archana
    Reis, Brian A.
    Thomas, Eric J.
    Esquivel, Adol
    Forjuoh, Samuel N.
    Parikh, Rohan
    Khan, Myrna M.
    Singh, Hardeep
    BMJ QUALITY & SAFETY, 2014, 23 (01) : 8 - 16
  • [45] Detection of Prediabetes and Undiagnosed Type 2 Diabetes: A Large Population-Based Study
    Xu, Weili
    Xu, Zhongliang
    Jia, Junting
    Xie, Yun
    Wang, Hui-Xin
    Qi, Xiuying
    CANADIAN JOURNAL OF DIABETES, 2012, 36 (03) : 108 - 113
  • [46] Cardiovascular events and mortality among type 2 diabetes mellitus patients newly prescribed first-line blood glucose-lowering drugs monotherapies: A population-based cohort study in the Catalan electronic medical record database, SIDIAP, 2010-2015
    Herrera Comoglio, Raquel
    Vidal Guitart, Xavier
    PRIMARY CARE DIABETES, 2021, 15 (02) : 323 - 331
  • [47] Trends in oral anticoagulant prescribing in individuals with type 2 diabetes mellitus: a population-based study in the UK
    Alwafi, Hassan
    Wei, Li
    Naser, Abdallah Y.
    Mongkhon, Pajaree
    Tse, Gary
    Man, Kenneth K. C.
    Bell, J. Simon
    Ilomaki, Jenni
    Fang, Gang
    Wong, Ian C. K.
    BMJ OPEN, 2020, 10 (05):
  • [48] Musculoskeletal pain in people with and without type 2 diabetes in Taiwan: a population-based, retrospective cohort study
    Pai, Lee-Wen
    Hung, Chin-Tun
    Li, Shu-Fen
    Chen, Li-Li
    Chung, Yueh-Chin
    Liu, Hsin-Li
    BMC MUSCULOSKELETAL DISORDERS, 2015, 16
  • [49] Dietary Patterns Are Associated with Risk of Diabetes Type 2: A Population-Based Case-Control Study
    Zaroudi, Marsa
    Charati, Jamshid Yazdani
    Mehrabi, Sharmin
    Ghorbani, Elham
    Norouzkhani, Jalal
    Shirashiani, Hamid
    Nikzad, Bahar
    Seiedpour, Mirhossein
    Izadi, Morteza
    Mirzaei, Mohammadreza
    Oveis, Ghasem
    Ahangar, Nader
    Azadeh, Hossein
    Akha, Ozra
    Malekshah, Akbar Fazel-tabar
    ARCHIVES OF IRANIAN MEDICINE, 2016, 19 (03) : 166 - 172
  • [50] Population-based survey of the prevalence of type 1 and type 2 diabetes in school children in Philadelphia
    Lipman, Terri H.
    Ratcliffe, Sarah J.
    Cooper, Rhona
    Levitt Katz, Lorraine E.
    JOURNAL OF DIABETES, 2013, 5 (04) : 456 - 461