{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,21]],"date-time":"2025-10-21T15:31:52Z","timestamp":1761060712706,"version":"3.40.5"},"reference-count":36,"publisher":"Elsevier BV","issue":"2","license":[{"start":{"date-parts":[[2019,2,1]],"date-time":"2019-02-01T00:00:00Z","timestamp":1548979200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"}],"content-domain":{"domain":["ajpm-online.net","clinicalkey.jp","clinicalkey.com","clinicalkey.es","clinicalkey.com.au","clinicalkey.fr","elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["American Journal of Preventive Medicine"],"published-print":{"date-parts":[[2019,2]]},"DOI":"10.1016\/j.amepre.2018.09.023","type":"journal-article","created":{"date-parts":[[2018,12,13]],"date-time":"2018-12-13T10:15:28Z","timestamp":1544696128000},"page":"232-240","update-policy":"https:\/\/doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":4,"title":["Estimating State-Level Health Burden of Diabetes: Diabetes-Attributable Fractions for Diabetes Complications"],"prefix":"10.1016","volume":"56","author":[{"given":"Olga A.","family":"Khavjou","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sharon H.","family":"Saydah","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ping","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Diana C.","family":"Poehler","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Simon J.","family":"Neuwahl","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alyssa R.","family":"Leib","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Thomas J.","family":"Hoerger","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4347-608X","authenticated-orcid":false,"given":"Jing","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"78","reference":[{"year":"2014","series-title":"Overview: BRFSS 2013","key":"10.1016\/j.amepre.2018.09.023_bib0001"},{"key":"10.1016\/j.amepre.2018.09.023_bib0002","doi-asserted-by":"crossref","first-page":"29","DOI":"10.1186\/1478-7954-8-29","article-title":"Projection of the year 2050 burden of diabetes in the U.S. adult population: dynamic modeling of incidence, mortality, and prediabetes prevalence","volume":"8","author":"Boyle","year":"2010","journal-title":"Popul Health Metr"},{"year":"2015","series-title":"HCUP State Inpatient Databases (SID). Healthcare Cost and Utilization Project (HCUP) 2011\u20132014","key":"10.1016\/j.amepre.2018.09.023_bib0004"},{"unstructured":"Research Data Assistance Center (ResDAC). Master Beneficiary Summary File. Overview. www.resdac.org\/cms-data\/files\/mbsf-base. Accessed October 15, 2018.","key":"10.1016\/j.amepre.2018.09.023_bib0006"},{"unstructured":"Chronic Conditions Data Warehouse. Condition categories. www.ccwdata.org\/web\/guest\/condition-categories. Published 2016. Accessed May 12, 2017.","key":"10.1016\/j.amepre.2018.09.023_bib0007"},{"issue":"4","key":"10.1016\/j.amepre.2018.09.023_bib0008","doi-asserted-by":"crossref","first-page":"331","DOI":"10.1093\/aje\/kwh222","article-title":"Methods of calculating deaths attributable to obesity","volume":"160","author":"Flegal","year":"2004","journal-title":"Am J Epidemiol"},{"issue":"1","key":"10.1016\/j.amepre.2018.09.023_bib0009","doi-asserted-by":"crossref","first-page":"15","DOI":"10.2105\/AJPH.88.1.15","article-title":"Use and misuse of population attributable fractions","volume":"88","author":"Rockhill","year":"1998","journal-title":"Am J Public Health"},{"unstructured":"Chronic Conditions Data Warehouse. Medicare Administrative Data User Guide. Version 3.1. 2015.","key":"10.1016\/j.amepre.2018.09.023_bib0010"},{"issue":"6","key":"10.1016\/j.amepre.2018.09.023_bib0011","doi-asserted-by":"crossref","first-page":"393","DOI":"10.1056\/NEJMoa012512","article-title":"Reduction in the incidence of type 2 diabetes with lifestyle intervention or metformin","volume":"346","author":"Knowler","year":"2002","journal-title":"N Engl J Med"},{"issue":"4","key":"10.1016\/j.amepre.2018.09.023_bib0012","doi-asserted-by":"crossref","first-page":"428","DOI":"10.1161\/CIRCULATIONAHA.108.189702","volume":"118","author":"Kumanyika","year":"2008","journal-title":"Circulation"},{"issue":"3","key":"10.1016\/j.amepre.2018.09.023_bib0013","doi-asserted-by":"crossref","first-page":"207","DOI":"10.2337\/diaspect.27.3.207","article-title":"Sustainability of improved glycemic control after diabetes self-management education","volume":"27","author":"Nicoll","year":"2014","journal-title":"Diabetes Spectr"},{"key":"10.1016\/j.amepre.2018.09.023_bib0014","doi-asserted-by":"crossref","first-page":"E64","DOI":"10.5888\/pcd12.140431","article-title":"Impact of the Affordable Care Act on access to care for U.S. adults with diabetes, 2011\u20132012","volume":"12","author":"Brown","year":"2015","journal-title":"Prev Chronic Dis"},{"issue":"7","key":"10.1016\/j.amepre.2018.09.023_bib0015","doi-asserted-by":"crossref","first-page":"1566","DOI":"10.2337\/dc12-0081","article-title":"Access to health care and control of ABCs of diabetes","volume":"35","author":"Zhang","year":"2012","journal-title":"Diabetes Care"},{"issue":"6","key":"10.1016\/j.amepre.2018.09.023_bib0016","doi-asserted-by":"crossref","DOI":"10.1161\/JAHA.114.001673","article-title":"Geographic variations in cardiovascular health in the United States: contributions of state\u2010and individual\u2010level factors","volume":"4","author":"Gebreab","year":"2015","journal-title":"J Am Heart Assoc"},{"issue":"4","key":"10.1016\/j.amepre.2018.09.023_bib0017","doi-asserted-by":"crossref","first-page":"1","DOI":"10.15585\/mmwr.ss6504a1","article-title":"Surveillance for certain health behaviors, chronic diseases, and conditions, access to health care, and use of preventive health services among states and selected local areas\u2014Behavioral Risk Factor Surveillance System, United States, 2012","volume":"65","author":"Chowdhury","year":"2016","journal-title":"MMWR Surveill Summ"},{"unstructured":"Wennberg JE, Fisher ES, Goodman DC, Skinner JS. Tracking the Care of Patients with Severe Chronic Illness: The Dartmouth Atlas of Health Care 2008. Lebanon, NH: Dartmouth Institute for Health Policy and Clinical Practice Center for Health Policy Research; 2008. www.dartmouthatlas.org\/downloads\/atlases\/2008_Chronic_Care_Atlas.pdf.Accessed October 2, 2018.","key":"10.1016\/j.amepre.2018.09.023_bib0018"},{"issue":"3","key":"10.1016\/j.amepre.2018.09.023_bib0019","doi-asserted-by":"crossref","first-page":"e1","DOI":"10.5600\/mmrr.003.03.b02","article-title":"Multiple chronic conditions among Medicare beneficiaries: state-level variations in prevalence, utilization, and cost, 2011","volume":"3","author":"Lochner","year":"2013","journal-title":"Medicare Medicaid Res Rev"},{"unstructured":"National Conference of State Legislatures. Diabetes Health Coverage: State Laws and Programs. www.ncsl.org\/research\/health\/diabetes-health-coverage-state-laws-and-programs.aspx. Published 2011; Updated January 2016. Accessed October 15, 2018.","key":"10.1016\/j.amepre.2018.09.023_bib0020"},{"year":"2014","series-title":"State Diabetes Prevention Project. Stories of success","key":"10.1016\/j.amepre.2018.09.023_bib0021"},{"issue":"9","key":"10.1016\/j.amepre.2018.09.023_bib0022","doi-asserted-by":"crossref","first-page":"1152","DOI":"10.1093\/gerona\/60.9.1152","article-title":"Diabetes mellitus and incidence of lower body disability among older Mexican Americans","volume":"60","author":"Al Snih","year":"2005","journal-title":"J Gerontol A Biol Sci Med Sci"},{"issue":"1","key":"10.1016\/j.amepre.2018.09.023_bib0023","doi-asserted-by":"crossref","first-page":"61","DOI":"10.2337\/diacare.25.1.61","article-title":"Diabetes and incidence of functional disability in older women","volume":"25","author":"Gregg","year":"2002","journal-title":"Diabetes Care"},{"issue":"1","key":"10.1016\/j.amepre.2018.09.023_bib0024","doi-asserted-by":"crossref","first-page":"96","DOI":"10.1093\/gerona\/gln005","article-title":"Metabolic syndrome and physical decline in older persons: results from the Health, Aging And Body Composition Study","volume":"64","author":"Penninx","year":"2009","journal-title":"J Gerontol A Biol Sci Med Sci"},{"issue":"1","key":"10.1016\/j.amepre.2018.09.023_bib0025","doi-asserted-by":"crossref","first-page":"70","DOI":"10.2337\/diacare.26.1.70","article-title":"Progression of lower-extremity disability in older women with diabetes: the Women's Health and Aging Study","volume":"26","author":"Volpato","year":"2003","journal-title":"Diabetes Care"},{"year":"2013","article-title":"National Center for Health Statistics","series-title":"Health Indicators Warehouse","key":"10.1016\/j.amepre.2018.09.023_bib0026"},{"unstructured":"Blumen HE, Fitch KV, Engel T. Cardiovascular event incidence and cost in type 2 diabetes: a commercial and Medicare claim based actuarial analysis. https:\/\/us.milliman.com\/uploadedFiles\/insight\/2016\/Cardiovascular-Event-Rate-and%20Cost-Diabetes.pdf. Published 2016. Accessed October 2, 2018.","key":"10.1016\/j.amepre.2018.09.023_bib0027"},{"key":"10.1016\/j.amepre.2018.09.023_bib0028","first-page":"1","article-title":"Tracking chronic disease and risk behavior prevalence as survey participation declines: statistics from the Behavioral Risk Factor Surveillance System and other national surveys","volume":"5","author":"Fahimi","year":"2008","journal-title":"Prev Chronic Dis"},{"key":"10.1016\/j.amepre.2018.09.023_bib0029","doi-asserted-by":"crossref","first-page":"49","DOI":"10.1186\/1471-2288-13-49","article-title":"A systematic review of publications assessing reliability and validity of the Behavioral Risk Factor Surveillance System (BRFSS), 2004\u20132011","volume":"13","author":"Pierannunzi","year":"2013","journal-title":"BMC Med Res Methodol"},{"unstructured":"Centers for Disease Control and Prevention (CDC). United States Diabetes Surveillance System, Division of Diabetes Translation. https:\/\/gis.cdc.gov\/grasp\/diabetes\/DiabetesAtlas.html. Published 2018. Accessed October 2, 2018.","key":"10.1016\/j.amepre.2018.09.023_bib0030"},{"year":"2005","author":"Schoenman","series-title":"The value of hospital discharge databases","key":"10.1016\/j.amepre.2018.09.023_bib0031"},{"issue":"2","key":"10.1016\/j.amepre.2018.09.023_bib0032","doi-asserted-by":"crossref","first-page":"74","DOI":"10.1055\/s-0034-1390027","article-title":"Administrative database studies: goldmine or goose chase?","volume":"5","author":"Hashimoto","year":"2014","journal-title":"Evid Based Spine Care J"},{"issue":"12","key":"10.1016\/j.amepre.2018.09.023_bib0033","doi-asserted-by":"crossref","first-page":"1514","DOI":"10.1111\/j.1464-5491.2011.03432.x","article-title":"Assessment of the under-reporting of diabetes in hospital admission data: a study from the Scottish Diabetes Research Network Epidemiology Group","volume":"28","author":"Anwar","year":"2011","journal-title":"Diabet Med"},{"issue":"1","key":"10.1016\/j.amepre.2018.09.023_bib0034","doi-asserted-by":"crossref","first-page":"150","DOI":"10.1186\/1472-6963-14-150","article-title":"Identifying diabetics in Medicare claims and survey data: implications for health services research","volume":"14","author":"Sakshaug","year":"2014","journal-title":"BMC Health Serv Res"},{"year":"2017","author":"Jacobson","series-title":"Medicare Advantage 2017 spotlight: enrollment market update","key":"10.1016\/j.amepre.2018.09.023_bib0035"},{"issue":"10","key":"10.1016\/j.amepre.2018.09.023_bib0036","doi-asserted-by":"crossref","first-page":"1108","DOI":"10.1097\/MLR.0b013e3181862565","article-title":"Comparison of cancer diagnosis and treatment in Medicare fee-for-service and managed care plans","volume":"46","author":"Riley","year":"2008","journal-title":"Med Care"},{"issue":"10","key":"10.1016\/j.amepre.2018.09.023_bib0037","doi-asserted-by":"crossref","first-page":"2317","DOI":"10.2337\/diacare.27.10.2317","article-title":"Differences in diabetes prevalence, incidence, and mortality among the elderly of four racial\/ethnic groups: whites, blacks, Hispanics, and Asians","volume":"27","author":"McBean","year":"2004","journal-title":"Diabetes Care"},{"issue":"2","key":"10.1016\/j.amepre.2018.09.023_bib0038","doi-asserted-by":"crossref","first-page":"117","DOI":"10.1093\/jnci\/djq495","article-title":"Projections of the cost of cancer care in the United States: 2010\u20132020","volume":"103","author":"Mariotto","year":"2011","journal-title":"J Natl Cancer Inst"}],"container-title":["American Journal of Preventive Medicine"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S074937971832333X?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S074937971832333X?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2019,2,22]],"date-time":"2019-02-22T12:15:21Z","timestamp":1550837721000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S074937971832333X"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,2]]},"references-count":36,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2019,2]]}},"alternative-id":["S074937971832333X"],"URL":"https:\/\/doi.org\/10.1016\/j.amepre.2018.09.023","relation":{},"ISSN":["0749-3797"],"issn-type":[{"type":"print","value":"0749-3797"}],"subject":[],"published":{"date-parts":[[2019,2]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"Estimating State-Level Health Burden of Diabetes: Diabetes-Attributable Fractions for Diabetes Complications","name":"articletitle","label":"Article Title"},{"value":"American Journal of Preventive Medicine","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.amepre.2018.09.023","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2018 American Journal of Preventive Medicine. Published by Elsevier Inc. All rights reserved.","name":"copyright","label":"Copyright"}]}}