Validation of classification algorithms for childhood diabetes identified from administrative data

Pediatric Diabetes

Volumn 13, Issue 3, 2012, Pages 229-234

  Vanderloo, Saskia E ^a   Johnson, Jeffrey A ^a   Reimer, Kim ^b   McCrea, Patrick ^c   Nuernberger, Kimberly ^c   Krueger, Hans ^d,e   Aydede, Sema K ^d,f   Collet, Jean Paul ^d   Amed, Shazhan ^d,g  

^a UNIVERSITY OF ALBERTA   (Canada)

^b MINISTRY OF HEALTH   (Canada)

^c Blue Thorn Research and Analysis Group   (Canada)

^d UNIVERSITY OF BRITISH COLUMBIA   (Canada)

^e H Kruger and Associates Inc   (Canada)

^f PROVINCIAL HEALTH SERVICES AUTHORITY   (Canada)

^g BC CHILDREN S HOSPITAL   (Canada)

Author keywords

Adolescent; Child; Classification; Diabetes mellitus; Reproducibility of results

Indexed keywords

GLUCOSE; INSULIN; METFORMIN;

ADOLESCENT; ARTICLE; BLOOD GLUCOSE MONITORING; CHILD; CHILDHOOD DISEASE; COLOMBIA; DIABETES MELLITUS; DISEASE CLASSIFICATION; DRUG UTILIZATION; HUMAN; INSULIN DEPENDENT DIABETES MELLITUS; MAJOR CLINICAL STUDY; NON INSULIN DEPENDENT DIABETES MELLITUS; PRESCRIPTION; PRIORITY JOURNAL; SENSITIVITY AND SPECIFICITY; VALIDATION STUDY;

ADOLESCENT; AGE FACTORS; ALGORITHMS; BRITISH COLUMBIA; CHILD; DIABETES MELLITUS; DIABETES MELLITUS, TYPE 1; DIABETES MELLITUS, TYPE 2; DRUG PRESCRIPTIONS; DRUG UTILIZATION; HUMANS; POPULATION SURVEILLANCE; PREDICTIVE VALUE OF TESTS; SENSITIVITY AND SPECIFICITY;

EID: 84860321867     PISSN: 1399543X     EISSN: 13995448     Source Type: Journal    
DOI: 10.1111/j.1399-5448.2011.00795.x     Document Type: Article

References (23)

1. Dabelea D, Bell RA, D'Agostino RB Jr et al. Incidence of diabetes in youth in the United States. JAMA 2007: 297: 2716-2724.
2. Amed S, Dean HJ, Panagiotopoulos C et al. Type 2 diabetes, medication-induced diabetes, and monogenic diabetes in Canadian children: a prospective national surveillance study. Diabetes Care 2010: 33: 786-791.
3. Pinhas-Hamiel O, Zeitler P. The global spread of type 2 diabetes mellitus in children and adolescents. J Pediatr 2005: 146: 693-700.
4. Fagot-Campagna A, Pettitt DJ, Engelgau MM et al. Type 2 diabetes among North American children and adolescents: an epidemiologic review and a public health perspective. J Pediatr 2000: 136: 664-672.
5. Nadeau K, Dabelea D. Epidemiology of type 2 diabetes in children and adolescents. Endocr Res 2008: 33: 35-58.
6. Wang Y, Lobstein T. Worldwide trends in childhood overweight and obesity. Int J Pediatr Obes 2006: 1: 11-25.
7. Haines L, Wan KC, Lynn R, Barrett TG, Shield JP. Rising incidence of type 2 diabetes in children in the U.K. Diabetes Care 2007: 30: 1097-1101.
8. Health Canada. Responding to the challenge of diabetes in Canada: first report of the National Diabetes Surveillance System (NDSS) (Cat. No H39-4/21-2003E). Ottawa, ON: Her Majesty the Queen in Right of Canada, represented by the Minister of Health, 2003.
9. Van Til L. Prince Edward Island - Diabetes validation project: interim report. Report to the National Diabetes Surveillance System. Charlottetown, PE: Document Publishing Centre, 2001.
10. Hux JE, Ivis F, Flintoft V, Bica A. Diabetes in Ontario: determination of prevalence and incidence using a validated administrative data algorithm. Diabetes Care 2002: 25: 512-516.
11. Guttmann A, Nakhla M, Henderson M et al. Validation of a health administrative data algorithm for assessing the epidemiology of diabetes in Canadian children. Pediatr Diabetes 2010: 11: 122-128.
12. Dart AB, Martens PJ, Sellers EA et al. Validation of a pediatric diabetes case definition using administrative health data in Manitoba, Canada. Diabetes Care 2011: 34: 898-903.
13. Johnson JA, Pohar SL, Majumdar SR. Health care use and costs in the decade after identification of type 1 and type 2 diabetes: a population-based study. Diabetes Care 2006: 29: 2403-2408.
14. Ng E, Dasgupta K, Johnson JA. An algorithm to differentiate diabetic respondents in the Canadian Community Health Survey. Health Rep 2008: 19: 71-79.
15. PharmaNet. British Columbia Ministry of Health Services Web site 2010 [Accessed 16 November 2010] (available from).
16. Rosenbloom AL, Silverstein JH, Amemiya S, Zeitler P, Klingensmith GJ. Type 2 diabetes in children and adolescents. Pediatr Diabetes 2009: 10(Suppl. 12): 17-32.
17. American Diabetes Association. Type 2 diabetes in children and adolescents. Diabetes Care 2000: 23: 381-389.
18. Newcombe RG. Two-sided confidence intervals for the single proportion: comparison of several methods. Stat Med 1998: 17: 857-872.
19. Dabelea D, DeGroat J, Sorrelman C et al. Diabetes in Navajo Youth: prevalence, incidence, and clinical characteristics: the SEARCH for Diabetes in Youth Study. Diabetes Care 2009: 32(Suppl. 2): S141-S147.
20. Rhodes ET, Laffel LM, Gonzalez TV, Ludwig DS. Accuracy of administrative coding for type 2 diabetes in children, adolescents, and young adults. Diabetes Care 2007: 30: 141-143.
21. Shatin D, Levin R, Ireys HT, Haller V. Health care utilization by children with chronic illnesses: a comparison of medicaid and employer-insured managed care. Pediatrics 1998: 102: e44.
22. Crystal S, Akincigil A, Bilder S, Walkup JT. Studying prescription drug use and outcomes with medicaid claims data: strengths, limitations, and strategies. Med Care 2007: 45(Suppl. 2): S58-S65.
23. Cartensen B, Kristensen JK, Ottosen P, Borch-Johnsen K. Steering Group of the National Diabetes Register. The Danish National Diabetes Register: trends in incidence, prevalence and mortality. Diabetologia 2008: 51: 2187-2196.