The role of ethnicity in predicting diabetes risk at the population level

References

• Abate , N. and Chandalia , M. 2001 . Ethnicity and type 2 diabetes-Focus on Asian Indians . Journal of Diabetes and Its Complications , 15 ( 6 ) : 320 – 327 .
   PubMed Web of Science ®Google Scholar
• Abate , N. 2004 . Adipose tissue metabolites and insulin resistance in nondiabetic Asian Indian men . Journal of Clinical Endocrinology and Metabolism , 89 ( 6 ) : 2750 – 2755 .
   PubMed Web of Science ®Google Scholar
• Anderson , K.M. 1991 . An updated coronary risk profile-a statement for health-professionals . Circulation , 83 ( 1 ) : 356 – 362 .
   PubMed Web of Science ®Google Scholar
• Banerji , M.A. 1999 . Body composition, visceral fat, leptin, and insulin resistance in Asian Indian men . Journal of Clinical Endocrinology and Metabolism , 84 ( 1 ) : 137 – 144 .
   PubMed Web of Science ®Google Scholar
• Barba , C. 2004 . Appropriate body-mass index for Asian populations and its implications for policy and intervention strategies . Lancet , 363 ( 9403 ) : 157 – 163 .
   PubMed Web of Science ®Google Scholar
• Berg , A.O. 2003 . Screening for type 2 diabetes mellitus in adults: recommendations and rationale . Annals of Internal Medicine , 138 ( 3 ) : 212 – 214 .
   PubMed Web of Science ®Google Scholar
• Burchard , E.G. 2003 . The importance of race and ethnic background in biomedical research and clinical practice . New England Journal of Medicine , 348 ( 12 ) : 1170 – 1175 .
   PubMed Web of Science ®Google Scholar
• Calonge , N. 2008 . Screening for type 2 diabetes mellitus in adults: U.S. Preventive Services Task Force recommendation statement . Annals of Internal Medicine , 148 ( 11 ) : 846 – 854 .
   PubMed Web of Science ®Google Scholar
• Campbell , G. 2004 . General Methodology I: advances in statistic methodology for the evaluation of diagnostic and laboratory tests . Statistics in Medicine , 13 : 499 – 508 .
   Web of Science ®Google Scholar
• Canadian Diabetes Association Clinical Practice Guidelines Expert Committee , 2008 . Canadian Diabetes Association 2008 clinical practice guidelines for the prevention and management of diabetes in Canada . Canadian Journal of Diabetes , 32 ( Suppl. 1 ) S14 S16
   Google Scholar
• Chandalia , M. 1999 . Relationship between generalized and upper body obesity to insulin resistance in Asian Indian men . Journal of Clinical Endocrinology and Metabolism , 84 ( 7 ) : 2329 – 2335 .
   PubMed Web of Science ®Google Scholar
• Comstock , R.D. , Castillo , E.M. and Lindsay , S.P. 2004 . Four-year review of the use of race and ethnicity in epidemiologic and public health research . American Journal of Epidemiology , 159 ( 6 ) : 611 – 619 .
   PubMed Web of Science ®Google Scholar
• D'Agostino , R.B. 2001 . Validation of the Framingham coronary disease prediction scores . JAMA , 286 ( 2 ) : 180 – 187 .
   PubMed Web of Science ®Google Scholar
• Diaz , V.A. 2007 . How does ethnicity affect the association between obesity and diabetes? . Diabetic Medicine , 24 ( 11 ) : 1199 – 1204 .
   PubMed Web of Science ®Google Scholar
• Eddy , D.M. and Schlessinger , L. 2003 . Validation of the archimedes diabetes model . Diabetes Care , 26 ( 11 ) : 3102 – 3110 .
   PubMed Web of Science ®Google Scholar
• Gomez , S.L. 2005 . Inconsistencies between self-reported ethnicity and ethnicity recorded in a health maintenance organization . Annals of Epidemiology , 15 ( 1 ) : 71 – 79 .
   PubMed Web of Science ®Google Scholar
• Green , C. 2003 . The epidemiology of diabetes in the Manitoba-registered first nation population-Current patterns and comparative trends . Diabetes Care , 26 ( 7 ) : 1993 – 1998 .
   PubMed Web of Science ®Google Scholar
• Hanley , A.J.G. 2003 . Prediction of type 2 diabetes using simple measures of insulin resistance-Combined results from the San Antonio Heart Study, the Mexico City Diabetes Study, and the Insulin Resistance Atherosclerosis Study . Diabetes , 52 ( 2 ) : 463 – 469 .
   PubMed Web of Science ®Google Scholar
• Harrell , F.E. 2001 . Regression modeling strategies with applications to Linear Models, logistic regression, and survival analysis , New York , NY : Springer .
   Google Scholar
• Harrell , F.E. , Lee , K.L. and Mark , D.B. 1996 . Multivariable prognostic models: issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors . Statistics in Medicine , 15 : 361 – 387 .
   PubMed Web of Science ®Google Scholar
• Harris , S.B. 1997 . The prevalence of NIDDM and associated risk factors in native Canadians . Diabetes Care , 20 ( 2 ) : 185 – 187 .
   PubMed Web of Science ®Google Scholar
• Health Canada , 2003 . Responding to the challenge of diabetes in Canada . Ottawa , ON : Health Canada .
   Google Scholar
• Herman , W.H. 1995 . A new and simple questionnaire to identify people at increased risk for undiagnosed diabetes . Diabetes Care , 18 : 382 – 387 .
   PubMed Web of Science ®Google Scholar
• Horn , O.K. 2007 . Incidence and prevalence of type 2 diabetes in the first nation community of Kahnawa: ke, Quebec, Canada, 1986–2003 . Canadian Journal of Public Health-Revue Canadienne de Sante Publique , 98 ( 6 ) : 438 – 443 .
   PubMed Web of Science ®Google Scholar
• Hux , J.E. and Ivis , F. 2005 . Diabetes in Ontario . Diabetes Care , 25 ( 3 ) : 512 – 516 .
   Web of Science ®Google Scholar
• Ito , C. 1996 . Prediction of diabetes mellitus (NIDDM) . Diabetes Research and Clinical Practice , 34 ( Suppl ) : S7 – S11 .
   PubMed Web of Science ®Google Scholar
• Kaler , S.N. 2006 . High rates of the metabolic syndrome in a first nations community in western Canada: prevalence and determinants in adults and children . International Journal of Circumpolar Health , 65 ( 5 ) : 389 – 402 .
   PubMed Web of Science ®Google Scholar
• Kovacevic , M.S. , Mach , L. , and Roberts , G. , 2008 . Bootstrap variance estimation for predicted individual and population-average risks . Proceedings of the American Statistical Association, Survey Research Methods Section 2289 2296 .
   Google Scholar
• Levin , M.L. and Bertell , R. 1978 . Re-simple estimation of population attributable risk from Case-Control Studies . American Journal of Epidemiology , 108 ( 1 ) : 78 – 79 .
   PubMed Web of Science ®Google Scholar
• Lindstrom , J. and Tuomilehto , J. 2007 . The diabetes risk score: a practical tool to predict type 2 diabetes risk . Diabetes Care , 26 : 725 – 731 .
   Web of Science ®Google Scholar
• Lipscombe , L.L. and Hux , J.E. 2007 . Trends in diabetes prevalence, incidence, and mortality in Ontario, Canada 1995–2005: a population-based study . Lancet , 369 ( 9563 ) : 750 – 756 .
   PubMed Web of Science ®Google Scholar
• Lloyd-Jones , D.M. 2006 . Narrative review: assessment of C-reactive protein in risk prediction for cardiovascular disease . Annals of Internal Medicine , 145 ( 1 ) : 35 – 42 .
   PubMed Web of Science ®Google Scholar
• Mann , D.M. 2010 . Comparative validity of 3 diabetes mellitus risk prediction scoring models in a multiethnic US cohort . American Journal of Epidemiology , 171 ( 9 ) : 980 – 988 .
   PubMed Web of Science ®Google Scholar
• Manuel , D. and Schultz , S. 2003 . Diabetes in Ontario: an ICES practice atlas , Toronto , ON : Institute for Clinical and Evaluative Sciences .
   Google Scholar
• Mokdad , A.H. 2001 . The continuing epidemics of obesity and diabetes in the United States . JAMA: The Journal of the American Medical Association , 286 ( 10 ) : 1195 – 1200 .
   PubMed Web of Science ®Google Scholar
• Nam , B.-H. , 2000 . Discrimination and calibration in survival analysis: extension of the ROC curve for descrimination and chi-square test for calibration . Boston New England Boston University .
   Google Scholar
• Nawaz , H. 2001 . Self-reported weight and height: implications for obesity research . Journal of Preventive Medicine , 20 : 294 – 298 .
   Web of Science ®Google Scholar
• Newbold , K.B. and Danforth , J. 2003 . Health status and Canada's immigrant population . Social Science & Medicine , 57 ( 10 ) : 1981 – 1995 .
   PubMed Web of Science ®Google Scholar
• Norman , A. 2002 . Total physical activity in relation to age, body mass, health and other factors in a cohort of Swedish men . International Journal of Obesity , 26 ( 5 ) : 670 – 675 .
   Web of Science ®Google Scholar
• Norris , S.L. 2008 . Screening adults for type 2 diabetes: a review of the evidence for the U.S. Preventive Services Task Force . Annals of Internal Medicine , 148 ( 11 ) : 855 – 868 .
   PubMed Web of Science ®Google Scholar
• Odea , K. 1991 . Westernization, insulin resistance and diabetes in Australian Aborigines . Medical Journal of Australia , 155 ( 4 ) : 258 – 264 .
   PubMed Web of Science ®Google Scholar
• Odea , K. 1993 . Obesity, diabetes, and hyperlipidemia in a Central Australian Aboriginal Community with a long history of acculturation . Diabetes Care , 16 ( 7 ) : 1004 – 1010 .
   PubMed Web of Science ®Google Scholar
• Odell , P.M. , Anderson , K.M. and Kannel , W.B. 1994 . New models for predicting cardiovascular events . Journal of Clinical Epidemiology , 47 ( 6 ) : 583 – 592 .
   PubMed Web of Science ®Google Scholar
• Pavkov , M.E. 2007 . Changing patterns of type 2 diabetes incidence among Pima Indians . Diabetes Care , 30 ( 7 ) : 1758 – 1763 .
   PubMed Web of Science ®Google Scholar
• Pencina , M. and D'Agostino , R.B. 2004 . Overall C as a measure of discrimination in survival analysis: model specific population value and confidence interval estimation . Statistics in Medicine , 23 : 2109 – 2123 .
   PubMed Web of Science ®Google Scholar
• Pencina , M.J. 2008 . Evaluating the added predictive ability of a new marker: from area under the ROC curve to reclassification and beyond . Statistics in Medicine , 27 ( 2 ) : 157 – 172 .
   PubMed Web of Science ®Google Scholar
• Pepe , M.S. 2004 . Limitations of the odds ratio in gauging the performance of a diagnostic, prognostic, or screening marker . American Journal of Epidemiology , 159 : 882 – 890 .
   PubMed Web of Science ®Google Scholar
• Qi , L. , Hu , F.B. and Hu , G. 2008 . Genes, environment, and interactions in prevention of type 2 diabetes: a focus on physical activity and lifestyle changes . Current Molecular Medicine , 8 ( 6 ) : 519 – 532 .
   PubMed Web of Science ®Google Scholar
• Ramachandran , A. 1997a . Rising prevalence of NIDDM in an urban population in India . Diabetologia , 40 ( 2 ) : 232 – 237 .
   PubMed Web of Science ®Google Scholar
• Ramachandran , A. 1997b . Risk of noninsulin dependent diabetes mellitus conferred by obesity and central adiposity in different ethnic groups: a comparative analysis between Asian Indians, Mexican Americans and Whites . Diabetes Research and Clinical Practice , 36 ( 2 ) : 121 – 125 .
   PubMed Web of Science ®Google Scholar
• Rosella , L.C. , et al. , 2010 . A population based risk algorithm for the development of diabetes: development and validation of the Diabetes Population Risk Tool (DPoRT) . Journal of Epidemiology and Community Health , doi: 10.1136/jech.2009.102244
   Google Scholar
• Rowland , M. 2007 . Self-reported height and weight . American Journal of Clinical Nutrition , 52 : 1125 – 1133 .
   Google Scholar
• Shields , M. , Gorber , S.C. and Tremblay , M.S. 2008 . Estimates of obesity based on self-report versus direct measures . Health Reports , 19 ( 2 ) : 1 – 16 .
   Google Scholar
• Statistics Canada , 1999 . 1996–7 National Population Health Survey: derived variable specifications . Statistics Canada Ottawa , ON .
   Google Scholar
• Statistics Canada , 2001 . Population and dwelling counts, for Census Divisions, Census Subdivisions (Municipalities) and designated places, 2001 and 1996 Statistics Canada Ottawa , ON
   Google Scholar
• Statistics Canada , 2002 . Canadian Community Health Survey Methodological Overview . Health Reports , 13 , 9 – 14 .
   PubMedGoogle Scholar
• Statistics Canada , 2003 . Canadian Community Health Survey, 2000–2001 . Statistics Canada Ottawa , ON .
   Google Scholar
• Wild , S. 2004 . Global prevalence of diabetes-estimates for the year 2000 and projections for 2030 . Diabetes Care , 27 : 1047 – 1053 .
   PubMed Web of Science ®Google Scholar
• Wilson , P.W.F. 2005 . C-reactive protein and risk of cardiovascular disease in men and women from the Framingham Heart Study . Archives of Internal Medicine , 165 ( 21 ) : 2473 – 2478 .
   PubMed Web of Science ®Google Scholar
• World Health Organization , 1998 . Report of a WHO consultation on obesity, Obesity: preventing and managing the global epidemic . Geneva : World Health Organization .
   Google Scholar
• Yeo , D. , Mantel , H. and Lui , T.P. 1999 . Bootstrap variance estimation for the National Population Health Survey , Baltimore : American Statistical Association .
   Google Scholar
• Young , T.K. 2000 . Type 2 diabetes mellitus in Canada's First Nations: status of an epidemic in progress . Canadian Medical Association Journal , 163 ( 5 ) : 561 – 566 .
   Web of Science ®Google Scholar