Economic Costs of Diabetes in the U.S. in 2002
Abstract
OBJECTIVE—Diabetes is the fifth leading cause of death by disease in the U.S. Diabetes also contributes to higher rates of morbidity—people with diabetes are at higher risk for heart disease, blindness, kidney failure, extremity amputations, and other chronic conditions. The objectives of this study were 1) to estimate the direct medical and indirect productivity-related costs attributable to diabetes and 2) to calculate and compare the total and per capita medical expenditures for people with and without diabetes. RESEARCH DESIGN AND METHODS—Medical expenditures were estimated for the U.S. population with and without diabetes in 2002 by sex, age, race/ethnicity, type of medical condition, and health care setting. Health care use and total health care expenditures attributable to diabetes were estimated using etiological fractions, calculated based on national health care survey data. The value of lost productivity attributable to diabetes was also estimated based on estimates of lost workdays, restricted activity days, prevalence of permanent disability, and mortality attributable to diabetes. RESULTS—Direct medical and indirect expenditures attributable to diabetes in 2002 were estimated at $132 billion. Direct medical expenditures alone totaled $91.8 billion and comprised $23.2 billion for diabetes care, $24.6 billion for chronic complications attributable to diabetes, and $44.1 billion for excess prevalence of general medical conditions. Inpatient days (43.9%), nursing home care (15.1%), and office visits (10.9%) constituted the major expenditure groups by service settings. In addition, 51.8% of direct medical expenditures were incurred by people >65 years old. Attributable indirect expenditures resulting from lost workdays, restricted activity days, mortality, and permanent disability due to diabetes totaled $39.8 billion. U.S. health expenditures for the health care components included in the study totaled $865 billion, of which $160 billion was incurred by people with diabetes. Per capita medical expenditures totaled $13,243 for people with diabetes and $2,560 for people without diabetes. When adjusting for differences in age, sex, and race/ethnicity between the population with and without diabetes, people with diabetes had medical expenditures that were ∼2.4 times higher than expenditures that would be incurred by the same group in the absence of diabetes. CONCLUSIONS—The estimated $132 billion cost likely underestimates the true burden of diabetes because it omits intangibles, such as pain and suffering, care provided by nonpaid caregivers, and several areas of health care spending where people with diabetes probably use services at higher rates than people without diabetes (e.g., dental care, optometry care, and the use of licensed dietitians). In addition, the cost estimate excludes undiagnosed cases of diabetes. Health care spending in 2002 for people with diabetes is more than double what spending would be without diabetes. Diabetes imposes a substantial cost burden to society and, in particular, to those individuals with diabetes and their families. Eliminating or reducing the health problems caused by diabetes through factors such as better access to preventive care, more widespread diagnosis, more intensive disease management, and the advent of new medical technologies could significantly improve the quality of life for people with diabetes and their families while at the same time potentially reducing national expenditures for health care services and increasing productivity in the U.S. economy.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
According to evidence from studies in Finland and the United States, 30 minutes of daily physical activity has been endorsed as part of a healthy lifestyle to reduce the risk of diabetes.
“According to evidence from studies in Finland and the United States, 30 minutes of daily physical activity has been endorsed as part of a healthy lifestyle to reduce the risk of diabetes.”
Cites
Ethnic disparities in diabetic complications in an insured population
Karter, A. J. (2002) · JAMA · doi:10.1001/jama.287.19.2519 · Cited by 840 · see citing works
Economic Consequences of Diabetes Mellitus in the U.S. in 1997
American Diabetes Association (1998) · Diabetes Care · doi:10.2337/diacare.21.2.296 · Cited by 654 · see citing works
Self-citationPrevention effectiveness : a guide to decision analysis and economic evaluation
Haddix, A. C. (1996) · Cited by 574 · see citing works
Health care expenditures for people with diabetes mellitus, 1992.
Rubin, R. J., Altman, W., & Mendelson, D. N. (1994) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jcem.78.4.8157701 · Cited by 379 · see citing works
Oral agents in the management of type 2 diabetes mellitus.
Luna, B., & Feinglos, M. N. (2001) · PubMed · Cited by 143 · see citing works
Risk factors for coronary heart disease mortality among persons with diabetes
Destefano, F. R., Ford, E. S., Newman, J., Stevenson, J. M., Wetterhall, S., Anda, R. F., & Vinicor, F. (1993) · Annals of Epidemiology · doi:10.1016/1047-2797(93)90006-p · Cited by 71 · see citing works
Akazawa, Y. (1966) · PubMed · Cited by 40 · see citing works
Diabetes and renal mortality in the United States.
Geiss, L. S., Herman, W. H., & Teutsch, S. M. (1985) · American Journal of Public Health · doi:10.2105/ajph.75.11.1325 · Cited by 29 · see citing works
Disability and Its Economic Impact Among Adults With Diabetes
Yassin, A. S., Beckles, G. L., & Messonnier, M. L. (2002) · Journal of Occupational and Environmental Medicine · doi:10.1097/00043764-200202000-00008 · Cited by 26 · see citing works
Trends in state health care expenditures and funding: 1980-1998.
Martin, A. B., Whittle, L. S., & Levit, K. R. (2001) · PubMed · Cited by 25 · see citing works
Comparison of coronary heart disease mortality risk between black and white people with diabetes.
DeStefano, F., & Newman, J. (1993) · PubMed · Cited by 24 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Heart Disease and Stroke Statistics—2017 Update: A Report From the American Heart Association
Benjamin, E. J., Blaha, M. J., Chiuve, S. E., Cushman, M., Das, S. R., Deo, R., de Ferranti, S. D., Floyd, J., Fornage, M., Gillespie, C., et al. (2017) · Circulation · doi:10.1161/cir.0000000000000485 · Cited by 12,591 · see citing works
Vos, T., Allen, C., Arora, M., Barber, R. M., Bhutta, Z. A., Brown, A., Carter, A., Casey, D. C., Charlson, F. J., Chen, A. Z., et al. (2016) · The Lancet · doi:10.1016/s0140-6736(16)31678-6 · Cited by 7,253 · see citing works
Heart disease and stroke statistics-2018 update: a report from the american heart association
Benjamin, E. J., Virani, S. S., Callaway, C. W., Chamberlain, A. M., Chang, A. R., Cheng, S., Chiuve, S. E., Cushman, M., Delling, F. N., Deo, R., et al. (2018) · Circulation · doi:10.1161/cir.0000000000000558 · Cited by 7,146 · see citing works
IDF Diabetes Atlas: Global estimates for the prevalence of diabetes for 2015 and 2040
Ogurtsova, K., Fernandes, J. D. D. R., Huang, Y., Linnenkamp, U., Guariguata, L., Cho, N. H., Cavan, D. A., Shaw, J. E., & Makaroff, L. (2017) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2017.03.024 · Cited by 6,977 · see citing works
Heart Disease and Stroke Statistics—2016 Update: A Report From the American Heart Association
Mozaffarian, D., Benjamin, E. J., Go, A. S., Arnett, D. K., Blaha, M. J., Cushman, M., Das, S. R., de Ferranti, S., Després, J.-P., Fullerton, H. J., et al. (2016) · Circulation · doi:10.1161/cir.0000000000000350 · Cited by 6,596 · see citing works
Heart Disease and Stroke Statistics—2015 Update: A Report From the American Heart Association
Mozaffarian, D., Benjamin, E. J., Go, A. S., Arnett, D. K., Blaha, M. J., Cushman, M., de Ferranti, S., Després, J.-P., Fullerton, H. J., Howard, V. J., et al. (2015) · Circulation · doi:10.1161/cir.0000000000000152 · Cited by 5,797 · see citing works
Heart Disease and Stroke Statistics—2014 Update
Go, A. S., Mozaffarian, D., Roger, V. L., Benjamin, E. J., Berry, J. D., Blaha, M. J., Dai, S., Ford, E. S., Fox, C. S., Franco, S., et al. (2013) · Circulation · doi:10.1161/01.cir.0000441139.02102.80 · Cited by 5,207 · see citing works
Heart Disease and Stroke Statistics—2013 Update: A Report From the American Heart Association
Go, A. S., Mozaffarian, D., Roger, V. L., Benjamin, E. J., Berry, J. D., Borden, W. B., Bravata, D. M., Dai, S., Ford, E. S., Fox, C. S., et al. (2013) · Circulation · doi:10.1161/cir.0b013e31828124ad · Cited by 5,292 · see citing works
Multi-Ethnic Study of Atherosclerosis: Objectives and Design
Bild, D. E. (2002) · American Journal of Epidemiology · doi:10.1093/aje/kwf113 · Cited by 3,942 · see citing works
Type 2 diabetes mellitus after gestational diabetes: a systematic review and meta-analysis
Bellamy, L., Casas, J.-P., Hingorani, A. D., & Williams, D. (2009) · The Lancet · doi:10.1016/s0140-6736(09)60731-5 · Cited by 3,253 · see citing works
Wallace, D. C. (2005) · Annual Review of Genetics · doi:10.1146/annurev.genet.39.110304.095751 · Cited by 3,185 · see citing works
Diabetic neuropathy: A position statement by the American Diabetes Association
Pop-Busui, R., Boulton, A. J. M., Feldman, E. L., Bril, V., Freeman, R., Malik, R. A., Sosenko, J. M., & Ziegler, D. (2017) · Diabetes Care · doi:10.2337/dc16-2042 · Cited by 2,602 · see citing works
The State of US Health, 1990-2010: Burden of Diseases, Injuries, and Risk Factors
Murray, C. J. L. (2013) · JAMA · doi:10.1001/jama.2013.13805 · Cited by 2,438 · see citing works
Prevalence of and Trends in Diabetes Among Adults in the United States, 1988-2012
Menke, A., Casagrande, S., Geiss, L., & Cowie, C. C. (2015) · JAMA · doi:10.1001/jama.2015.10029 · Cited by 2,362 · see citing works
Adipocyte dysfunctions linking obesity to insulin resistance and type 2 diabetes.
Guilherme, A., Virbasius, J. V., Puri, V., & Czech, M. P. (2008) · Nature Reviews Molecular Cell Biology · doi:10.1038/nrm2391 · Cited by 2,292 · see citing works
RELIEVING PAIN IN AMERICA: A BLUEPRINT FOR TRANSFORMING PREVENTION, CARE, EDUCATION, AND RESEARCH
Simon, L. S. (2012) · Journal of Pain & Palliative Care Pharmacotherapy · doi:10.3109/15360288.2012.678473 · Cited by 2,185 · see citing works
Economic Costs of Diabetes in the U.S. in 2012
American Diabetes Association (2013) · Diabetes Care · doi:10.2337/dc12-2625 · Cited by 2,159 · see citing works
Self-citationMitochondrial dysfunction and type 2 diabetes
Lowell, B. B., & Shulman, G. I. (2005) · Science · doi:10.1126/science.1104343 · Cited by 2,070 · see citing works
Microvascular and Macrovascular Complications of Diabetes
Fowler, M. J. (2008) · Clinical Diabetes · doi:10.2337/diaclin.26.2.77 · Cited by 1,954 · see citing works
Triglycerides and Cardiovascular Disease: A Scientific Statement From the American Heart Association
Miller, M., Stone, N. J., Ballantyne, C., Bittner, V., Criqui, M. H., Ginsberg, H. N., Goldberg, A. C., Howard, W. J., Jacobson, M. S., Kris-Etherton, P. M., et al. (2011) · Circulation · doi:10.1161/cir.0b013e3182160726 · Cited by 1,871 · see citing works
Genetics of diabetes mellitus and diabetes complications
Cole, J. B., & Florez, J. C. (2020) · Nature Reviews Nephrology · doi:10.1038/s41581-020-0278-5 · Cited by 1,797 · see citing works
Epidemiology of Diabetes and Diabetes-Related Complications
Deshpande, A. D., Harris-Hayes, M., & Schootman, M. (2008) · Physical Therapy · doi:10.2522/ptj.20080020 · Cited by 1,773 · see citing works
Social determinants of health and diabetes: A scientific review
Hill-Briggs, F., Adler, N. E., Berkowitz, S. A., Chin, M. H., Gary-Webb, T. L., Navas-Acien, A., Thornton, P. L., & Haire-Joshu, D. (2021) · Diabetes Care · doi:10.2337/dci20-0053 · Cited by 1,732 · see citing works
Guidelines on diabetes, pre-diabetes, and cardiovascular diseases: executive summary
Rydén, L., Standl, E., Bartnik, M., den Berghe, G. V., Betteridge, J. D., de Boer, M., Cosentino, F., Jönsson, B., Laakso, M., Malmberg, K., et al. (2007) · European Heart Journal · doi:10.1093/eurheartj/ehl260 · Cited by 1,638 · see citing works
Expenditures and health status among adults with back and neck problems
Martin, B. I. (2008) · JAMA · doi:10.1001/jama.299.6.656 · Cited by 1,531 · see citing works
Second-Generation (Atypical) Antipsychotics and Metabolic Effects
Newcomer, J. W. (2005) · CNS Drugs · doi:10.2165/00023210-200519001-00001 · Cited by 1,334 · see citing works
Economic costs of diabetes in the U.S. in 2007
American Diabetes Association (2008) · Diabetes Care · doi:10.2337/dc08-9017 · Cited by 1,323 · see citing works
Self-citationManagement of diabetes and hyperglycemia in hospitals.
Clement, S., Braithwaite, S. S., Magee, M. F., Ahmann, A., Smith, E. P., Schafer, R. G., Hirsch, I. B., & on behalf of the Diabetes in Hospitals Writing Committee (2004) · Diabetes Care · doi:10.2337/diacare.27.2.553 · Cited by 1,266 · see citing works
Kirkman, M. S., Briscoe, V. J., Clark, N., Florez, H., Haas, L. B., Halter, J. B., Huang, E. S., Korytkowski, M. T., Munshi, M. N., Odegard, P. S., et al. (2012) · Diabetes Care · doi:10.2337/dc12-1801 · Cited by 1,274 · see citing works
Analysis and valuation of the health and climate change cobenefits of dietary change
Springmann, M., Godfray, H. C. J., Rayner, M., & Scarborough, P. (2016) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1523119113 · Cited by 1,262 · see citing works
Prevalence of diabetes and impaired fasting glucose in adults in the U.S. population
Cowie, C. C., Rust, K. F., Byrd-Holt, D. D., Eberhardt, M. S., Flegal, K. M., Engelgau, M. M., Saydah, S. H., Williams, D. E., Geiss, L. S., & Gregg, E. W. (2006) · Diabetes Care · doi:10.2337/dc06-0062 · Cited by 1,210 · see citing works
Diabetic kidney disease: a report from an ADA Consensus Conference
Tuttle, K. R., Bakris, G. L., Bilous, R. W., Chiang, J. L., de Boer, I. H., Goldstein-Fuchs, J., Hirsch, I. B., Kalantar-Zadeh, K., Narva, A. S., Navaneethan, S. D., et al. (2014) · Diabetes Care · doi:10.2337/dc14-1296 · Cited by 1,153 · see citing works
Global healthcare expenditure on diabetes for 2010 and 2030
Zhang, P., Zhang, X., Brown, J., Vistisen, D., Sicree, R., Shaw, J., & Nichols, G. (2010) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2010.01.026 · Cited by 1,145 · see citing works
Cost of disorders of the brain in Europe
Andlin‐Sobocki, P., Jönsson, B., Wïttchen, H., & Olesen, J. (2005) · European Journal of Neurology · doi:10.1111/j.1468-1331.2005.01202.x · Cited by 1,139 · see citing works
Global Economic Burden of Diabetes in Adults: Projections From 2015 to 2030
Bommer, C., Sagalova, V., Heesemann, E., Manne‐Goehler, J., Atun, R. A., Bärnighausen, T., Davies, J. I., & Vollmer, S. (2018) · Diabetes Care · doi:10.2337/dc17-1962 · Cited by 1,137 · see citing works
Diabetes-Related Microvascular and Macrovascular Diseases in the Physical Therapy Setting
Cade, W. T. (2008) · Physical Therapy · doi:10.2522/ptj.20080008 · Cited by 1,096 · see citing works
Diabetes: a 21st century challenge
Zimmet, P. Z., Magliano, D. J., Herman, W. H., & Shaw, J. E. (2014) · The Lancet Diabetes & Endocrinology · doi:10.1016/s2213-8587(13)70112-8 · Cited by 1,062 · see citing works
Primary Prevention of Cardiovascular Diseases in People With Diabetes Mellitus
Buse, J. B., Ginsberg, H. N., Bakris, G. L., Clark, N. G., Costa, F., Eckel, R., Fonseca, V., Gerstein, H. C., Grundy, S., Nesto, R. W., et al. (2007) · Diabetes Care · doi:10.2337/dc07-9917 · Cited by 1,055 · see citing works
(2015) · The Lancet Diabetes & Endocrinology · doi:10.1016/s2213-8587(15)00291-0 · Cited by 1,029 · see citing works
One-Year Health Care Costs Associated With Delirium in the Elderly Population
LESLIE, D. L. (2008) · Archives of Internal Medicine · doi:10.1001/archinternmed.2007.4 · Cited by 1,038 · see citing works
Canto, E. D., Ceriello, A., Rydén, L., Ferrini, M., Hansen, T. B., Schnell, O., Standl, E., & Beulens, J. W. J. (2019) · European Journal of Preventive Cardiology · doi:10.1177/2047487319878371 · Cited by 1,022 · see citing works
Delirium in elderly adults: diagnosis, prevention and treatment
Fong, T. G., Tulebaev, S. R., & Inouye, S. K. (2009) · Nature Reviews Neurology · doi:10.1038/nrneurol.2009.24 · Cited by 988 · see citing works
National Healthcare Disparities Report
Quality (2014) · Cited by 970 · see citing works
Epidemiology of Obesity and Diabetes and Their Cardiovascular Complications
Bhupathiraju, S. N., & Hu, F. B. (2016) · Circulation Research · doi:10.1161/circresaha.115.306825 · Cited by 951 · see citing works
BARSKY, A. J., Orav, E. J., & Bates, D. W. (2005) · Archives of General Psychiatry · doi:10.1001/archpsyc.62.8.903 · Cited by 912 · see citing works
Charlson, M. E., Charlson, R. E., Peterson, J. C., Marinopoulos, S. S., Briggs, W. M., & Hollenberg, J. P. (2008) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2008.01.006 · Cited by 894 · see citing works
Diabetic Kidney Disease: A Report From an ADA Consensus Conference
Tuttle, K. R., Bakris, G. L., Bilous, R. W., Chiang, J. L., de Boer, I. H., Goldstein‐Fuchs, J., Hirsch, I. B., Kalantar‐Zadeh, K., Narva, A. S., Navaneethan, S. D., et al. (2014) · American Journal of Kidney Diseases · doi:10.1053/j.ajkd.2014.08.001 · Cited by 907 · see citing works
The global burden of diabetes and its complications: an emerging pandemic
van Dieren, S., Beulens, J. W. J., van der Schouw, Y. T., Grobbee, D. E., & Neal, B. C. (2010) · European Journal of Cardiovascular Prevention & Rehabilitation · doi:10.1097/01.hjr.0000368191.86614.5a · Cited by 874 · see citing works
Epidemiologic and economic consequences of the global epidemics of obesity and diabetes
Yach, D., Stückler, D., & Brownell, K. D. (2006) · Nature Medicine · doi:10.1038/nm0106-62 · Cited by 856 · see citing works
Williams, R., Karuranga, S., Malanda, B., Saeedi, P., Basit, A., Besançon, S., Bommer, C., Esteghamati, A., Ogurtsova, K., Zhang, P., et al. (2020) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2020.108072 · Cited by 865 · see citing works
The Economic Costs of Type 2 Diabetes: A Global Systematic Review
Seuring, T., Archangelidi, O., & Suhrcke, M. (2015) · PharmacoEconomics · doi:10.1007/s40273-015-0268-9 · Cited by 840 · see citing works
Cost-of-illness studies: concepts, scopes, and methods
Jo, C. (2014) · Clinical and Molecular Hepatology · doi:10.3350/cmh.2014.20.4.327 · Cited by 800 · see citing works
Diabetic Foot Disorders: A Clinical Practice Guideline (2006 Revision)
Frykberg, R. G., Zgonis, T., Armstrong, D. G., Driver, V. R., Giurini, J. M., Kravitz, S. R., Landsman, A. S., Lavery, L. A., Moore, J. C., Schuberth, J. M., et al. (2006) · The Journal of Foot & Ankle Surgery · doi:10.1016/s1067-2516(07)60001-5 · Cited by 844 · see citing works
Etiology of Insulin Resistance
Petersen, K. F., & Shulman, G. I. (2006) · The American Journal of Medicine · doi:10.1016/j.amjmed.2006.01.009 · Cited by 825 · see citing works
The global economic burden of diabetes in adults aged 20–79 years: a cost-of-illness study
Bommer, C., Heesemann, E., Sagalova, V., Manne‐Goehler, J., Atun, R. A., Bärnighausen, T., & Vollmer, S. (2017) · The Lancet Diabetes & Endocrinology · doi:10.1016/s2213-8587(17)30097-9 · Cited by 824 · see citing works
Economic Costs of Diabetes in the U.S. in 2022
(2023) · doi:10.2337/dci23-0085 · Cited by 808 · see citing works
Diabetic neuropathy: Mechanisms to management
Edwards, J. L., Vincent, A. M., Cheng, H. T., & Feldman, E. L. (2008) · Pharmacology & Therapeutics · doi:10.1016/j.pharmthera.2008.05.005 · Cited by 797 · see citing works
The effect of obesity on health outcomes
Dixon, J. B. (2009) · Molecular and Cellular Endocrinology · doi:10.1016/j.mce.2009.07.008 · Cited by 797 · see citing works
Economic Costs of Diabetes in the U.S. in 2007
Leahy, J. L. (2008) · Yearbook of Endocrinology · doi:10.1016/s0084-3741(08)79219-9 · Cited by 781 · see citing works
Rao, M., Afshin, A., Singh, G. M., & Mozaffarian, D. (2013) · BMJ Open · doi:10.1136/bmjopen-2013-004277 · Cited by 774 · see citing works
Bassuk, S. S., & Manson, J. E. (2005) · Journal of Applied Physiology · doi:10.1152/japplphysiol.00160.2005 · Cited by 744 · see citing works
Changing epidemiology of type 2 diabetes mellitus and associated chronic kidney disease
Thomas, M. C., Cooper, M. E., & Zimmet, P. (2016) · Nature Reviews Nephrology · doi:10.1038/nrneph.2015.173 · Cited by 742 · see citing works
SEARCH for Diabetes in Youth Study Group (2006) · Pediatrics · doi:10.1542/peds.2006-0690 · Cited by 726 · see citing works
Pan, A., Sun, Q., Bernstein, A. M., Schulze, M. B., Manson, J. E., Willett, W. C., & Hu, F. B. (2011) · The American Journal of Clinical Nutrition · doi:10.3945/ajcn.111.018978 · Cited by 709 · see citing works
Rodbard, H. W., Blonde, L., Ss, B., Brett, E. M., Cobin, R. H., Handelsman, Y., Hellman, R., Jellinger, P. S., Jovanovic, L. G., Levy, P., et al. (2007) · Endocrine Practice · doi:10.4158/ep.13.s1.1 · Cited by 693 · see citing works
Action to Control Cardiovascular Risk in Diabetes (ACCORD) Trial: Design and Methods
Buse, J. B. (2007) · The American Journal of Cardiology · doi:10.1016/j.amjcard.2007.03.003 · Cited by 661 · see citing works
The estimated annual cost of uterine leiomyomata in the United States
Cardozo, E. R., Clark, A. D., Banks, N., Henne, M. B., Stegmann, B. J., & Segars, J. H. (2011) · American Journal of Obstetrics and Gynecology · doi:10.1016/j.ajog.2011.12.002 · Cited by 657 · see citing works
Glycemic Control From 1988 to 2000 Among U.S. Adults Diagnosed With Type 2 Diabetes
Koro, C. E., Bowlin, S. J., Bourgeois, N., & Fedder, D. O. (2004) · Diabetes Care · doi:10.2337/diacare.27.1.17 · Cited by 648 · see citing works
Egede, L. E. (2007) · General Hospital Psychiatry · doi:10.1016/j.genhosppsych.2007.06.002 · Cited by 638 · see citing works
Curcumin Extract for Prevention of Type 2 Diabetes
Chuengsamarn, S., Rattanamongkolgul, S., Luechapudiporn, R., Phisalaphong, C., & Jirawatnotai, S. (2012) · Diabetes Care · doi:10.2337/dc12-0116 · Cited by 636 · see citing works
Primary Prevention of Cardiovascular Diseases in People With Diabetes Mellitus
Buse, J. B., Ginsberg, H. N., Bakris, G. L., Clark, N. G., Costa, F., Eckel, R. H., Fonseca, V. A., Gerstein, H. C., Grundy, S. M., Nesto, R. W., et al. (2006) · Circulation · doi:10.1161/circulationaha.106.179294 · Cited by 629 · see citing works
Keri, R. S., Patil, M. R., Patil, S. A., & Budagumpi, S. (2014) · European Journal of Medicinal Chemistry · doi:10.1016/j.ejmech.2014.10.059 · Cited by 634 · see citing works
Burden of Diabetic Foot Ulcers for Medicare and Private Insurers
Rice, J. B., Desai, U., Cummings, A. K. G., Birnbaum, H. G., Skornicki, M., & Parsons, N. B. (2014) · Diabetes Care · doi:10.2337/dc13-2176 · Cited by 624 · see citing works
Economic Burden of Occupational Injury and Illness in the United States
Leigh, J. P. (2011) · Milbank Quarterly · doi:10.1111/j.1468-0009.2011.00648.x · Cited by 630 · see citing works
Ali, M. K., Echouffo-Tcheugui, J. B., & Williamson, D. F. (2012) · Health Affairs · doi:10.1377/hlthaff.2011.1009 · Cited by 594 · see citing works
Young, B. A., Lin, E. H. B., Korff, M. V., Simon, G., Ciechanowski, P. S., Ludman, E. J., Everson‐Stewart, S., Kinder, L. S., Oliver, M. M., Boyko, E. J., et al. (2008) · PubMed · Cited by 606 · see citing works
Stockman, J. A. (2008) · Yearbook of Pediatrics · doi:10.1016/s0084-3954(08)70503-7 · Cited by 595 · see citing works
Periodontal disease: associations with diabetes, glycemic control and complications
Taylor, G., & Borgnakke, W. S. (2008) · Oral Diseases · doi:10.1111/j.1601-0825.2008.01442.x · Cited by 591 · see citing works
Depression in diabetic patients
Lustman, P. J., & Clouse, R. E. (2005) · Journal of Diabetes and its Complications · doi:10.1016/j.jdiacomp.2004.01.002 · Cited by 600 · see citing works
Trends in Prevalence of Diabetes and Control of Risk Factors in Diabetes Among US Adults, 1999-2018
Wang, L., Li, X., Wang, Z., Bancks, M. P., Carnethon, M. R., Greenland, P., Feng, Y., Wang, H., & Zhong, V. W. (2021) · JAMA · doi:10.1001/jama.2021.9883 · Cited by 587 · see citing works
Improvements in Diabetes Processes of Care and Intermediate Outcomes: United States, 1988–2002
SAADDINE, J. B., Cadwell, B. L., Gregg, E. W., Engelgau, M. M., Vinicor, F., Imperatore, G., & Narayan, K. M. V. (2006) · Annals of Internal Medicine · doi:10.7326/0003-4819-144-7-200604040-00005 · Cited by 561 · see citing works
How Obesity Causes Diabetes: Not a Tall Tale
Lazar, M. A. (2005) · Science · doi:10.1126/science.1104342 · Cited by 570 · see citing works
Employee Health and Presenteeism: A Systematic Review
Schultz, A. B., & Edington, D. W. (2007) · Journal of Occupational Rehabilitation · doi:10.1007/s10926-007-9096-x · Cited by 568 · see citing works
Impact of diabetes on cardiovascular disease: an update
Matheus, A. S. D. M., Tannus, L. R. M., Cobas, R. A., Palma, C. C. S., Negrato, C. A., & Gomes, M. D. B. (2013) · International Journal of Hypertension · doi:10.1155/2013/653789 · Cited by 547 · see citing works
Diabetes in sub-Saharan Africa: from clinical care to health policy
Atun, R. A., Davies, J. I., Gale, E. A., Bärnighausen, T., Beran, D., Kengne, A. P., Levitt, N. S., Mangugu, F. W., Nyirenda, M., Ogle, G. D., et al. (2017) · The Lancet Diabetes & Endocrinology · doi:10.1016/s2213-8587(17)30181-x · Cited by 558 · see citing works
Aune, D., Norat, T., Romundstad, P., & Vatten, L. J. (2013) · European Journal of Epidemiology · doi:10.1007/s10654-013-9852-5 · Cited by 539 · see citing works
Weintraub, W. S., Daniels, S. R., Burke, L. E., Franklin, B. A., Goff, D. C., Hayman, L. L., Lloyd-Jones, D., Pandey, D. K., Sanchez, E. J., Schram, A. P., et al. (2011) · Circulation · doi:10.1161/cir.0b013e3182285a81 · Cited by 541 · see citing works
Xu, G., Liu, B., Sun, Y., Du, Y., Snetselaar, L., Hu, F. B., & Bao, W. (2018) · BMJ · doi:10.1136/bmj.k1497 · Cited by 549 · see citing works
Eyre, H., Kahn, R., Robertson, R. M., the ACS/ADA/AHA Collaborative Writing Committee, ACS/ADA/AHA Collaborative Writing Committee Members, Clark, N. G., Doyle, C., Hong, Y., Gansler, T., Glynn, T., et al. (2004) · Circulation · doi:10.1161/01.cir.0000133321.00456.00 · Cited by 542 · see citing works
Azziz, R., Marin, C., Hoq, L., Badamgarav, E., & Song, P. (2005) · The Journal of Clinical Endocrinology & Metabolism · doi:10.1210/jc.2005-0628 · Cited by 537 · see citing works
Sinclair, A. J., Saeedi, P., Kaundal, A., Karuranga, S., Malanda, B., & Williams, R. (2020) · Diabetes Research and Clinical Practice · doi:10.1016/j.diabres.2020.108078 · Cited by 524 · see citing works
Microvascular and Macrovascular Complications of Diabetes
Fowler, M. J. (2011) · Clinical Diabetes · doi:10.2337/diaclin.29.3.116 · Cited by 519 · see citing works
Casamassimo, P. S., Thikkurissy, S., Edelstein, B. L., & Maiorini, E. (2009) · The Journal of the American Dental Association · doi:10.14219/jada.archive.2009.0250 · Cited by 519 · see citing works
Outpatient Insulin Therapy in Type 1 and Type 2 Diabetes Mellitus: Scientific Review
DeWitt, D. E., & Hirsch, I. B. (2003) · JAMA · doi:10.1001/jama.289.17.2254 · Cited by 502 · see citing works
Duration of Lactation and Incidence of Type 2 Diabetes
Stuebe, A. M. (2005) · JAMA · doi:10.1001/jama.294.20.2601 · Cited by 505 · see citing works
Powers, M. A., Bardsley, J., Cypress, M., Duker, P., Funnell, M. M., Hess Fischl, A., Maryniuk, M. D., Siminerio, L., & Vivian, E. (2015) · Diabetes Care · doi:10.2337/dc15-0730 · Cited by 492 · see citing works
A journey into a Mediterranean diet and type 2 diabetes: a systematic review with meta-analyses
Esposito, K., Maiorino, M. I., Bellastella, G., Chiodini, P., Panagiotakos, D., & Giugliano, D. (2015) · BMJ Open · doi:10.1136/bmjopen-2015-008222 · Cited by 501 · see citing works
Powers, M. A., Bardsley, J. K., Cypress, M., Funnell, M. M., Harms, D., Hess-Fischl, A., Hooks, B., Isaacs, D., Mandel, E. D., Maryniuk, M. D., et al. (2020) · Diabetes Care · doi:10.2337/dci20-0023 · Cited by 500 · see citing works
Cost-Effectiveness of Interventions to Prevent and Control Diabetes Mellitus: A Systematic Review
Li, R., Zhang, P., Barker, L. E., Chowdhury, F. M., & Zhang, X. (2010) · Diabetes Care · doi:10.2337/dc10-0843 · Cited by 491 · see citing works
Taylor, R. (2013) · Diabetes Care · doi:10.2337/dc12-1805 · Cited by 485 · see citing works
- Authors
- American Diabetes Association
- Affiliations
- Lewin Group (United States) (US)
- Corresponding author
- American Diabetes Association
- Venue
- Diabetes Care
- Publisher
- American Diabetes Association
- Published
- 2003-03-01
- Volume
- 26
- Issue
- 3
- Pages
- 917-932
- ISSN
- 0149-5992 (ISSN-L)
- 1935-5548
- OpenAlex
- W3122152400
- Cited by
- 4,147
- References
- 11
- Citations by year
- 2026: 2 · 2025: 5 · 2024: 11 · 2023: 12 · 2022: 15 · 2021: 224 · 2020: 310 · 2019: 290 · 2018: 279 · 2017: 251 · 2016: 271 · 2015: 322 · 2014: 305 · 2013: 245 · 2012: 172
- FWCI
- 365.94
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Diabetes Care (publishedVersion)
- PubMed (publishedVersion)
- Funders
- American Diabetes Association
- National Institute of Diabetes and Digestive and Kidney Diseases
- Topics
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Health Systems, Economic Evaluations, Quality of Life
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Healthcare Policy and Management
- Keywords
- diabetes mellitus, economic burden of disease, health care costs, productivity loss, lost workdays, chronic complications of diabetes, etiological fraction, diabetes mortality, disability, health care utilization, nursing home care, inpatient days, age and sex differences, racial and ethnic disparities
- MeSH terms
- Adolescent, Adult, Aged, Black or African American, Diabetes Mellitus, Efficiency, Health Expenditures, Female, Persons with Disabilities, Disabled Persons, Health Resources, Hispanic or Latino, Humans, Male, Middle Aged, United States, Comorbidity, Prevalence, Health Care Costs, Age Distribution, Sick Leave, White People
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review