Estimating the population prevalence of diagnosed and undiagnosed diabetes

Diabetes Care

Volumn 36, Issue 10, 2013, Pages 3002-3008

  Leong, Aaron ^a   Dasgupta, Kaberi ^a,b   Chiasson, Jean Louis ^c   Rahme, Elham ^a,b  

^a RESEARCH INSTITUTE OF THE MCGILL UNIVERSITY HEALTH CENTRE   (Canada)

^b MCGILL UNIVERSITY   (Canada)

^c CENTRE HOSPITALIER DE L UNIVERSITÉ DE MONTRÉAL   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

GLUCOSE;

ADULT; ARTICLE; CANADA; CAPILLARY BLOOD; CONTROLLED STUDY; DIABETES MELLITUS; DIAGNOSTIC TEST ACCURACY STUDY; FEMALE; GLUCOSE BLOOD LEVEL; HUMAN; MAJOR CLINICAL STUDY; MALE; MIDDLE AGED; POSTAL MAIL; PREDICTIVE VALUE; PREVALENCE; RECEIVER OPERATING CHARACTERISTIC; SELF REPORT; SENSITIVITY AND SPECIFICITY; SEX DIFFERENCE; TELEPHONE;

ADULT; DIABETES COMPLICATIONS; DIABETES MELLITUS; FEMALE; HUMANS; MALE; MIDDLE AGED; PREVALENCE; QUEBEC;

EID: 84891869453     PISSN: 01495992     EISSN: 19355548     Source Type: Journal    
DOI: 10.2337/dc12-2543     Document Type: Article

References (44)

1. Stamler J, Vaccaro O, Neaton JD, Wentworth D. Diabetes, other risk factors, and 12-yr cardiovascular mortality for men screened in the Multiple Risk Factor Intervention Trial. Diabetes Care 1993; 16:434-444
2. Responding to the Challenge of Diabetes in Canada: First Report of the National Diabetes Surveillance System (NDSS). Ottawa, Health Canada, 2003
3. Saydah SH, Geiss LS, Tierney E, Benjamin SM, Engelgau M, Brancati F. Review of the performance of methods to identify diabetes cases among vital statistics, administrative, and survey data. Ann Epidemiol 2004;14:507-516
4. 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
5. Rector TS, Wickstrom SL, Shah M, et al. Specificity and sensitivity of claims-based algorithms for identifying members of Medicare+Choice health plans that have chronic medical conditions. Health Serv Res 2004;39:1839-1857
6. Robinson JR, Young TK, Roos LL, Gelskey DE. Estimating the burden of disease. Comparing administrative data and selfreports. Med Care 1997;35:932-947
7. Cricelli C, Mazzaglia G, Samani F, et al. Prevalence estimates for chronic diseases in Italy: exploring the differences between self-report and primary care databases. J Public Health Med 2003;25:254-257
8. Hebert PL, Geiss LS, Tierney EF, Engelgau MM, Yawn BP, McBean AM. Identifying persons with diabetes using Medicare claims data. Am J Med Qual 1999;14:270-277
9. Fowles JB, Rosheim K, Fowler EJ, Craft C, Arrichiello L. The validity of self-reported diabetes quality of care measures. Int J Qual Health Care 1999;11:407-412
10. Solberg LI, Engebretson KI, Sperl-Hillen JM, Hroscikoski MC, O'Connor PJ. Are claims data accurate enough to identify patients for performance measures or quality improvement? The case of diabetes, heart disease, and depression. Am J Med Qual 2006;21:238-245
11. Maclean JR, Fick DM, Hoffman WK, King CT, Lough ER, Waller JL. Comparison of 2 systems for clinical practice profiling in diabetic care:medical records versus claims and administrative data. Am J Manag Care 2002;8:175-179
12. Crawford AG, Cote C, Couto J, et al. Comparison of GE Centricity Electronic Medical Record database and National Ambulatory Medical Care Survey findings on the prevalence of major conditions in the United States. Popul Health Manag 2010;13:139-150
13. Chen G, Khan N, Walker R, Quan H. Validating ICD coding algorithms for diabetes mellitus from administrative data. Diabetes Res Clin Pract 2010;89:189-195
14. Lix LM, YogendranMS, Shaw SY, Burchill C, Metge C, Bond R. Population-based data sources for chronic disease surveillance. Chronic Dis Can 2008;29:31-38
15. O'Connor PJ, Rush WA, Pronk NP, Cherney LM. Identifying diabetesmellitus or heart disease among health maintenance organization members: sensitivity, specificity, predictive value, and cost of survey and database methods. Am J Manag Care 1998;4:335-342
16. Koleba T, Pohar SL, Johnson JA. Prescription Drug Data and the National Diabetes Surveillance System Case Definition. Can J Diabetes 2007;31:47-53
17. Institut de la Statistique duQuébec. You are requested to take part in a survey conducted by the Institut de la statistique du Québec? [article online]. Available from http://www.stat.gouv.qc.ca/repondants/ renseign-rep-enquete-an.htm. Accessed 25 August 2012
18. Statistics Canada. Canadian Community Health Survey - Annual component (CCHS) [article online].Available from http://www23. statcan.gc.ca/imdb/p2SV.pl? Function= getSurvey&SDDS=3226&lang=en&db= imdb&adm=8&dis=2. Accessed 17 September 2012
19. Palardy J, Havrankova J, Lepage R, et al. Blood glucose measurements during symptomatic episodes in patients with suspected postprandial hypoglycemia. N Engl J Med 1989;321:1421-1425
20. Abyholm AS. Determination of glucose in dried filter paper blood spots. Scand J Clin Lab Invest 1981;41:269-274
21. Schmitz N, Nitka D, Gariepy G, et al. Association between neighborhood-level deprivation and disability in a community sample of people with diabetes. Diabetes Care 2009;32:1998-2004
22. Pampalon R, Hamel D, Gamache P, Raymond G. A deprivation index for health planning in Canada. Chronic Dis Can 2009; 29:178-191
23. Martinez J, Pampalon R, Hamel D. Deprivation and stroke mortality in Quebec. Chronic Dis Can 2003;24:57-64
24. Summary of revisions for the 2013 clinical practice recommendations. Diabetes Care 2013;36(Suppl. 1):S3
25. Pottie K, Jaramillo A, Lewin G, et al; Canadian Task Force on Preventive Health Care: Recommendations on screening for type 2 diabetes in adults.CMAJ 2012;184: 1687-1696
26. American Diabetes Association. Diagnosis and classification of diabetes mellitus. Diabetes Care 2011;34(Suppl. 1):S62-S69
27. Haeckel R, Brinck U, Colic D, et al. Comparability of blood glucose concentrations measured in different sample systems for detecting glucose intolerance. Clin Chem 2002;48:936-939
28. Walter SD, Irwig LM. Estimation of test error rates, disease prevalence and relative risk from misclassified data: a review. J Clin Epidemiol 1988;41:923-937
29. Beasley JW, Hankey TH, Erickson R, et al. Howmany problems do family physicians manage at each encounter? A WReN study. Ann Fam Med 2004;2:405-410
30. Vedsted P, Christensen MB. Frequent attenders in general practice care: a literature review with special reference to methodological considerations. Public Health 2005; 119:118-137
31. Goldman N, Lin IF, Weinstein M, Lin YH. Evaluating the quality of self-reports of hypertension and diabetes. J Clin Epidemiol 2003;56:148-154
32. Leikauf J, Federman AD. Comparisons of self-reported and chart-identified chronic diseases in inner-city seniors. J AmGeriatr Soc 2009;57:1219-1225
33. Régie de l'assurance maladie Québec. Prescription Drug Insurance [article online]. Available from http://www.ramq. gouv.qc.ca/en/ citizens/prescription-druginsurance/ Pages/eligibility.aspx. Accessed 23 August 2012
34. Young TK, Mustard CA. Undiagnosed diabetes: does it matter? CMAJ 2001;164: 24-28
35. Cowie CC, Rust KF, Byrd-Holt DD, et al. Prevalence of diabetes and impaired fasting glucose in adults in the U.S. population: National Health And Nutrition Examination Survey 1999-2002. Diabetes Care 2006;29:1263-1268
36. Cowie CC, Rust KF, Byrd-Holt DD, et al. Prevalence of diabetes and high risk for diabetes using A1C criteria in the U.S. population in 1988-2006. Diabetes Care 2010;33:562-568
37. Group DS; DECODE Study Group. Ageand sex-specific prevalences of diabetes and impaired glucose regulation in 13 European cohorts. Diabetes Care 2003;26:61-69
38. Zhang P, Engelgau MM, Valdez R, Cadwell B, Benjamin SM, Narayan KM. Efficient cutoff points for three screening tests for detecting undiagnosed diabetes and pre-diabetes: an economic analysis. Diabetes Care 2005;28:1321-1325
39. American Diabetes Association. Screening for type 2 diabetes. Diabetes Care 2004;27 (Suppl. 1):S11-S14
40. Fokkema MR, Bakker AJ, de Boer F, Kooistra J, de Vries S,Wolthuis A. HbA1c measurements from dried blood spots: validation and patient satisfaction. Clin Chem Lab Med 2009;47:1259-1264
41. Egier DA, Keys JL, Hall SK, McQueen MJ. Measurement of hemoglobin A1c from filter papers for population-based studies. Clin Chem 2011;57:577-585
42. World Health Organization, Department of Noncommunicable Disease Surveillance. Definition, diagnosis, classification of diabetes mellitus and its complications [article online], 1999. Available from http://whqlibdoc.who.int/ hq/1999/who- ncd-ncs-99.2.pdf. Accessed 27 February 2013
43. Noble D, Mathur R, Dent T, Meads C, Greenhalgh T. Risk models and scores for type 2 diabetes: systematic review. BMJ 2011;343:d7163
44. Mayor S. Nearly half of adults in England don't understand health information material, study indicates. BMJ 2012;345: e8364