Literature DB >> 19500278

Validation of a health administrative data algorithm for assessing the epidemiology of diabetes in Canadian children.

Astrid Guttmann1, Meranda Nakhla, Melanie Henderson, Teresa To, Denis Daneman, Karen Cauch-Dudek, Xuesong Wang, Kelvin Lam, Jan Hux.   

Abstract

OBJECTIVE: To validate a case definition of pediatric diabetes using administrative health data and describe trends in incidence and prevalence over time in Ontario, Canada.
METHODS: We sampled hospital records of 700 children from 1994 to 2003 with a prior history of at least one outpatient or hospital record for diabetes mellitus and 300 randomly selected children with no diabetes records. We defined patients as having diabetes based on diagnoses and drug utilization from chart abstraction and compared sensitivity and specificity of a number of combinations of overall health care use using administrative data to develop a highly specific definition. We used Poisson regression to test changes in incidence over time (1994-2003).
RESULTS: Use of four physician claims and no hospital records over a 2-yr period yielded the most specific definition (83% sensitivity, 99% specificity). Using this definition overall age/sex standardized incidence per 100,000 was 32.3 [95% confidence intervals (CI) 30.4, 34.4] and prevalence 241.5 per 100 000 (95% CI 236.2-249.9) in 2003/2004. Overall incidence differs by age, (peaking in 10-14 yr olds) but not significantly by sex. The overall incidence has increased on average by 3.1% per year since 1994 (95% CI 1.02-1.04), with no difference in the rate of increase by age.
CONCLUSIONS: Population-based surveillance of diabetes in children is possible using administrative data. This will facilitate further study of trends in incidence but also in use of health services and outcomes. Further work to differentiate type 1 and 2 diabetes will be important.

Entities:  

Mesh:

Year:  2009        PMID: 19500278     DOI: 10.1111/j.1399-5448.2009.00539.x

Source DB:  PubMed          Journal:  Pediatr Diabetes        ISSN: 1399-543X            Impact factor:   4.866


  47 in total

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Journal:  Nephrol Dial Transplant       Date:  2019-03-01       Impact factor: 5.992

3.  Cohort Profile: The Québec Birth Cohort on Immunity and Health (QBCIH).

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4.  Health care for children with diabetes mellitus from low-income families in Ontario and California: a population-based cohort study.

Authors:  Sunitha V Kaiser; Vandana Sundaram; Eyal Cohen; Rayzel Shulman; Jun Guan; Lee Sanders; Astrid Guttmann
Journal:  CMAJ Open       Date:  2016-12-01

5.  Prevalence, incidence and outcomes of diabetes in Ontario First Nations children: a longitudinal population-based cohort study.

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6.  Gestational diabetes associated with incident diabetes in childhood and youth: a retrospective cohort study.

Authors:  Andrea L Blotsky; Elham Rahme; Mourad Dahhou; Meranda Nakhla; Kaberi Dasgupta
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7.  Outcomes associated with a pediatric clinical diabetes network in Ontario: a population-based time-trend analysis.

Authors:  Meranda Nakhla; Elham Rahme; Marc Simard; Astrid Guttmann
Journal:  CMAJ Open       Date:  2017-07-24

8.  Developing a case definition for type 1 diabetes mellitus in a primary care electronic medical record database: an exploratory study.

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Journal:  CMAJ Open       Date:  2019-05-06

9.  Use of administrative and electronic health record data for development of automated algorithms for childhood diabetes case ascertainment and type classification: the SEARCH for Diabetes in Youth Study.

Authors:  Victor W Zhong; Emily R Pfaff; Daniel P Beavers; Joan Thomas; Lindsay M Jaacks; Deborah A Bowlby; Timothy S Carey; Jean M Lawrence; Dana Dabelea; Richard F Hamman; Catherine Pihoker; Sharon H Saydah; Elizabeth J Mayer-Davis
Journal:  Pediatr Diabetes       Date:  2014-06-09       Impact factor: 4.866

10.  Acute diabetes complications across transition from pediatric to adult care in Ontario and Newfoundland and Labrador: a population-based cohort study.

Authors:  Rayzel Shulman; Longdi Fu; John C Knight; Astrid Guttmann; Roger Chafe
Journal:  CMAJ Open       Date:  2020-02-11
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