Enhancing Diabetes Surveillance Across Alberta by Adding Laboratory and Pharmacy Data to the National Diabetes Surveillance System Methods

被引:7
作者
Mathe, Nonsikelelo [1 ]
Ryan, Allan [2 ]
Cook, Alexander [3 ]
Sargious, Peter [4 ]
Senior, Peter [5 ]
Johnson, Jeffrey A. [1 ]
Yeung, Roseanne O. [3 ,5 ]
机构
[1] Univ Alberta, Sch Publ Hlth, Alliance Canadian Hlth Outcomes Res Diabet, Edmonton, AB, Canada
[2] Alberta Hlth Serv, Clin Analyt, Calgary, AB, Canada
[3] Alberta Hlth Serv, Diabet Obes & Nutr Strateg Clin Network, Calgary, AB, Canada
[4] Univ Calgary, Cumming Sch Med, Dept Med, Calgary, AB, Canada
[5] Univ Alberta, Dept Med, Div Endocrinol & Metab, Edmonton, AB, Canada
关键词
administrative health data; case definition; diabetes; surveillance; CASE DEFINITIONS; VALIDATION; CANADA; COST;
D O I
10.1016/j.jcjd.2021.12.001
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Objectives: The National Diabetes Surveillance System (NDSS) case definition, which identifies a case of diabetes using administrative health records as "two physician claims or one hospital discharge abstract record, within a 2-year period for a diagnosis bearing International Classification of Disease codes for diabetes," was compared with expanded case definitions, including pharmacy (PHARM) and laboratory (LAB) data. The PHARM definition included any therapeutic antihyperglycemic agents, and the LAB definition included thresholds of >= 1 glycated hemoglobin measurement of >= 6.5%, or 2 instances of random glucose >= 11.1 mmol/L or fasting glucose >= 7.0 mmol/L. Methods: In this retrospective study we used administrative data from the Diabetes Infrastructure for Surveillance, Evaluation, and Research project. Descriptive statistics were used to characterize participants by several subgroups. Results: The NDSS identified 291,242 diabetes cases, indicating a provincial prevalence of 6.83%. Using LAB plus PHARM identified 52,040 additional cases, so the combination of NDSS or LAB or PHARM identified the largest number of cases (n=343,282), increasing the diabetes prevalence estimate to 8.06%. These 3 sources resulted in 7 unique subsets: NDSS only (n=42,606), PHARM only (n=16,310), LAB only (n=32,202), NDSS+LAB (n=32,582), NDSS+PHARM (n=22,503), LAB+PHARM (n=3,528) and NDSS+LAB+PHARM (n=193,551). Refinement using demographic and clinical characteristics allowed presumptive cases of polycystic ovarian syndrome to be excluded. Conclusions: The widely used NDSS case definition can be enhanced by the addition of LAB and PHARM data. Including PHARM and LAB data identified subsets of the diabetes population, which can maximize the yield for detection of diabetes cases in Alberta and provide a richer understanding of this population to target interventions to improve health outcomes. (C) 2022 The Author(s). Published on behalf of the Canadian Diabetes Association.
引用
收藏
页码:375 / 380
页数:6
相关论文
共 19 条
  • [1] Allen VM, 2012, CHRON DIS INJ CAN, V32, P113
  • [2] Validation of diabetes case definitions using administrative claims data
    Amed, S.
    Vanderloo, S. E.
    Metzger, D.
    Collet, J. -P.
    Reimer, K.
    McCrea, P.
    Johnson, J. A.
    [J]. DIABETIC MEDICINE, 2011, 28 (04) : 424 - 427
  • [3] [Anonymous], REP NAT DIAB SURV SY
  • [4] The cost of diabetes in Canada over 10 years: applying attributable health care costs to a diabetes incidence prediction model
    Bilandzic, Anja
    Rosella, Laura
    [J]. HEALTH PROMOTION AND CHRONIC DISEASE PREVENTION IN CANADA-RESEARCH POLICY AND PRACTICE, 2017, 37 (02): : 49 - 53
  • [5] Validation of administrative data case definitions for gestational diabetes mellitus
    Bowker, S. L.
    Savu, A.
    Lam, N. K.
    Johnson, J. A.
    Kaul, P.
    [J]. DIABETIC MEDICINE, 2017, 34 (01) : 51 - 55
  • [6] Hospital discharge records under-report the prevalence of diabetes in inpatients
    Carral, F
    Olveira, G
    Aguilar, M
    Ortego, J
    Gavilan, I
    Domenech, I
    Escobar, L
    [J]. DIABETES RESEARCH AND CLINICAL PRACTICE, 2003, 59 (02) : 145 - 151
  • [7] Clottey C, 2001, Chronic Dis Can, V22, P67
  • [8] The Cost of Diabetes in Canada: The Economic Tsunami
    Doucet, Glen
    Beatty, Margaret
    [J]. CANADIAN JOURNAL OF DIABETES, 2010, 34 (01) : 27 - 29
  • [9] Jiang Jason, 2016, CMAJ Open, V4, pE646, DOI 10.9778/cmajo.20160128
  • [10] Systematic review of validated case definitions for diabetes in ICD-9-coded and ICD-10-coded data in adult populations
    Khokhar, Bushra
    Jette, Nathalie
    Metcalfe, Amy
    Cunningham, Ceara Tess
    Quan, Hude
    Kaplan, Gilaad G.
    Butalia, Sonia
    Rabi, Doreen
    [J]. BMJ OPEN, 2016, 6 (08):