|
Sign In to gain access to subscriptions and/or personal tools.
|
Identifying Persons with Diabetes Using Medicare Claims Data
Paul L. Hebert, BA
Division of Health Services Research and Policy, School of Public Health, University of Minnesota, hebeOO31{at}tc.umn.edu
Linda S. Geiss, MS
Surveillance Section, Division of Diabetes Translation, National Centers for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention
Edward F. Tierney, MPH
Division of Diabetes Translation, National Centers for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention
Michael M. Engelgau, MD, MS
Epidemiology and Statistics Branch, Division of Diabetes Translation, National Centers for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention
Barbara P. Yawn, MD, MSc
Rural Health Research Center, School of Public Health, University of Minnesota
A. Marshall McBean, MD, MSc
Division of Health Services Research and Policy, School of Public Health, University of Minnesota
The objective of this study was to develop and validate a method for identifying Medicare beneficiaries with diabetes by using Medicare claims data. We used self-reports of diabetes status from participants in the Medicare Current Beneficiary Survey to determine disease status, and then we examined these participants' Medicare claims. Using self-reported diabetes status as the "gold standard," we determined the sensitivity, specificity, and reliability of claims data in identifying beneficiaries with diabetes. We found that to construct a method that is adequately sensitive (-70%1/), highly specific (?97.5%), and reliable (kappa - 0.80), researchers must combine information from different types of Medicare claims files, use 2 years of data to identify cases, and require at least 2 diagnoses of diabetes among claims involving ambulatory care. Since these criteria are met by more than one method, the choice of method should be governed by the goals of the research as well as more practical concerns.
American Journal of Medical Quality, Vol. 14, No. 6,
270-277 (1999)
DOI: 10.1177/106286069901400607

CiteULike Connotea Del.icio.us Digg Reddit Technorati What's this?
This article has been cited by other articles:

|
 |

|
 |
 
J. J. Snyder and A. J. Collins
Association of Preventive Health Care with Atherosclerotic Heart Disease and Mortality in CKD
J. Am. Soc. Nephrol.,
July 1, 2009;
20(7):
1614 - 1622.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
T. P. Srokowski, S. Fang, G. N. Hortobagyi, and S. H. Giordano
Impact of Diabetes Mellitus on Complications and Outcomes of Adjuvant Chemotherapy in Older Patients With Breast Cancer
J. Clin. Oncol.,
May 1, 2009;
27(13):
2170 - 2176.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
B. C. Stuart, L. Simoni-Wastila, L. Zhao, J. T. Lloyd, and J. A. Doshi
Increased Persistency in Medication Use by U.S. Medicare Beneficiaries With Diabetes Is Associated With Lower Hospitalization Rates and Cost Savings
Diabetes Care,
April 1, 2009;
32(4):
647 - 649.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
A. Ishani, J. L. Xue, J. Himmelfarb, P. W. Eggers, P. L. Kimmel, B. A. Molitoris, and A. J. Collins
Acute Kidney Injury Increases Risk of ESRD among Elderly
J. Am. Soc. Nephrol.,
January 1, 2009;
20(1):
223 - 228.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
F. A. Sloan, D. Belsky, D. Ruiz Jr, and P. Lee
Changes in Incidence of Diabetes Mellitus-Related Eye Disease Among US Elderly Persons, 1994-2005
Arch Ophthalmol,
November 1, 2008;
126(11):
1548 - 1553.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
K. L. Lentine, L. A. R. Rey, S. Kolli, G. Bacchi, M. A. Schnitzler, K. C. Abbott, H. Xiao, and D. C. Brennan
Variations in the Risk for Cerebrovascular Events after Kidney Transplant Compared with Experience on the Waiting List and after Graft Failure
Clin. J. Am. Soc. Nephrol.,
July 1, 2008;
3(4):
1090 - 1101.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
K. L. Lentine, M. A. Schnitzler, D. C. Brennan, J. J. Snyder, P. J. Hauptman, K. C. Abbott, D. Axelrod, P. R. Salvalaggio, and B. Kasiske
Cardiac Evaluation before Kidney Transplantation: A Practice Patterns Analysis in Medicare-insured Dialysis Patients
Clin. J. Am. Soc. Nephrol.,
July 1, 2008;
3(4):
1115 - 1124.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
O. Johnston, C. L. Rose, A. C. Webster, and J. S. Gill
Sirolimus Is Associated with New-Onset Diabetes in Kidney Transplant Recipients
J. Am. Soc. Nephrol.,
July 1, 2008;
19(7):
1411 - 1418.
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
Suying Li, Jiannong Liu, D. Gilbertson, M. McBean, B. Dowd, and A. Collins
An Instrumental Variable Analysis of the Impact of Practice Guidelines on Improving Quality of Care and Diabetes-Related Outcomes in the Elderly Medicare Population
American Journal of Medical Quality,
June 1, 2008;
23(3):
222 - 230.
[Abstract]
[PDF]
|
 |
|

|
 |

|
 |
 
E. H. Cole, O. Johnston, C. L. Rose, and J. S. Gill
Impact of Acute Rejection and New-Onset Diabetes on Long-Term Transplant Graft and Patient Survival
Clin. J. Am. Soc. Nephrol.,
May 1, 2008;
3(3):
814 - 821.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
M. R. Carnethon, L. Yan, P. Greenland, D. B. Garside, A. R. Dyer, B. Metzger, and M. L. Daviglus
Resting Heart Rate in Middle Age and Diabetes Development in Older Age
Diabetes Care,
February 1, 2008;
31(2):
335 - 339.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
F. A. Sloan, M. A. Bethel, D. Ruiz Jr, A. H. Shea, and M. N. Feinglos
The Growing Burden of Diabetes Mellitus in the US Elderly Population
Arch Intern Med,
January 28, 2008;
168(2):
192 - 199.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
J. H. Halanych, M. M. Safford, W. C. Keys, S. D. Person, J. M. Shikany, Y.-I. Kim, R. M. Centor, and J. J. Allison
Burden of Comorbid Medical Conditions and Quality of Diabetes Care
Diabetes Care,
December 1, 2007;
30(12):
2999 - 3004.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
D. Banerjee, J. Z. Ma, A. J. Collins, and C. A. Herzog
Long-Term Survival of Incident Hemodialysis Patients Who Are Hospitalized for Congestive Heart Failure, Pulmonary Edema, or Fluid Overload
Clin. J. Am. Soc. Nephrol.,
November 1, 2007;
2(6):
1186 - 1190.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
A. M. McBean and X. Yu
The Underuse of Screening Services Among Elderly Women With Diabetes
Diabetes Care,
June 1, 2007;
30(6):
1466 - 1472.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
M. A. Bethel, F. A. Sloan, D. Belsky, and M. N. Feinglos
Longitudinal Incidence and Prevalence of Adverse Outcomes of Diabetes Mellitus in Elderly Patients
Arch Intern Med,
May 14, 2007;
167(9):
921 - 927.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
T. E. Burroughs, K. L. Lentine, S. K. Takemoto, J. Swindle, G. Machnicki, K. Hardinger, D. C. Brennan, W. D. Irish, and M. A. Schnitzler
Influence of Early Posttransplantation Prednisone and Calcineurin Inhibitor Dosages on the Incidence of New-Onset Diabetes
Clin. J. Am. Soc. Nephrol.,
May 1, 2007;
2(3):
517 - 523.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
J. L. Xue, P. W. Eggers, L. Y. Agodoa, R. N. Foley, and A. J. Collins
Longitudinal Study of Racial and Ethnic Differences in Developing End-Stage Renal Disease among Aged Medicare Beneficiaries
J. Am. Soc. Nephrol.,
April 1, 2007;
18(4):
1299 - 1306.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
M. F. Crutchlow and R. D. Bloom
Transplant-Associated Hyperglycemia: A New Look at an Old Problem
Clin. J. Am. Soc. Nephrol.,
March 1, 2007;
2(2):
343 - 355.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
P. C. Tang, M. Ralston, M. F. Arrigotti, L. Qureshi, and J. Graham
Comparison of Methodologies for Calculating Quality Measures Based on Administrative Data versus Clinical Data from an Electronic Health Record System: Implications for Performance Measures
J. Am. Med. Inform. Assoc.,
January 1, 2007;
14(1):
10 - 15.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
C. P. Gross, G. J. McAvay, H. M. Krumholz, A. D. Paltiel, D. Bhasin, and M. E. Tinetti
The effect of age and chronic illness on life expectancy after a diagnosis of colorectal cancer: implications for screening.
Ann Intern Med,
November 7, 2006;
145(9):
646 - 653.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
M. C. Lansang, L. Ma, J. D. Schold, H.-U. Meier-Kriesche, and B. Kaplan
The Relationship Between Diabetes and Infectious Hospitalizations in Renal Transplant Recipients
Diabetes Care,
July 1, 2006;
29(7):
1659 - 1660.
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
J. J. Snyder, B. L. Kasiske, and R. Maclean
Peripheral Arterial Disease and Renal Transplantation
J. Am. Soc. Nephrol.,
July 1, 2006;
17(7):
2056 - 2068.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
K. L. Lentine, M. A. Schnitzler, K. C. Abbott, L. Li, H. Xiao, T. E. Burroughs, S. K. Takemoto, L. M. Willoughby, J. A. Gavard, and D. C. Brennan
Incidence, Predictors, and Associated Outcomes of Atrial Fibrillation after Kidney Transplantation
Clin. J. Am. Soc. Nephrol.,
March 1, 2006;
1(2):
288 - 296.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
L. L. Yan, M. L. Daviglus, K. Liu, J. Stamler, R. Wang, A. Pirzada, D. B. Garside, A. R. Dyer, L. Van Horn, Y. Liao, et al.
Midlife Body Mass Index and Hospitalization and Mortality in Older Age
JAMA,
January 11, 2006;
295(2):
190 - 198.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
P. Hollander, D. Nicewander, C. Couch, D. Winter, J. Herrin, Z. Haydar, and D. J. Ballard
Quality of Care of Medicare Patients With Diabetes in a Metropolitan Fee-for-Service Primary Care Integrated Delivery System
American Journal of Medical Quality,
November 1, 2005;
20(6):
344 - 352.
[Abstract]
[PDF]
|
 |
|

|
 |

|
 |
 
L. A. Stevens, G. Fares, J. Fleming, D. Martin, K. Murthy, J. Qiu, P. C. Stark, K. Uhlig, F. Van Lente, and A. S. Levey
Low Rates of Testing and Diagnostic Codes Usage in a Commercial Clinical Laboratory: Evidence for Lack of Physician Awareness of Chronic Kidney Disease
J. Am. Soc. Nephrol.,
August 1, 2005;
16(8):
2439 - 2448.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
M. M. Safford, L. Russell, D.-C. Suh, S. Roman, and L. Pogach
How Much Time Do Patients with Diabetes Spend on Self-Care?
J Am Board Fam Med,
July 1, 2005;
18(4):
262 - 270.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
A. Turchin, I. S. Kohane, and M. L. Pendergrass
Identification of Patients With Diabetes From the Text of Physician Notes in the Electronic Medical Record
Diabetes Care,
July 1, 2005;
28(7):
1794 - 1795.
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
C.-L. Tseng, M. Brimacombe, M. Xie, M. Rajan, H. Wang, J. Kolassa, S. Crystal, T.-C. Chen, L. Pogach, and M. Safford
Seasonal Patterns in Monthly Hemoglobin A1c Values
Am. J. Epidemiol.,
March 15, 2005;
161(6):
565 - 574.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
R. N. Foley, A. M. Murray, S. Li, C. A. Herzog, A. M. McBean, P. W. Eggers, and A. J. Collins
Chronic Kidney Disease and the Risk for Cardiovascular Disease, Renal Replacement, and Death in the United States Medicare Population, 1998 to 1999
J. Am. Soc. Nephrol.,
February 1, 2005;
16(2):
489 - 495.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
K. L. Lentine, D. C. Brennan, and M. A. Schnitzler
Incidence and Predictors of Myocardial Infarction after Kidney Transplantation
J. Am. Soc. Nephrol.,
February 1, 2005;
16(2):
496 - 506.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
A. M. McBean, S. Li, D. T. Gilbertson, and A. J. Collins
Differences in Diabetes Prevalence, Incidence, and Mortality Among the Elderly of Four Racial/Ethnic Groups: Whites, Blacks, Hispanics, and Asians
Diabetes Care,
October 1, 2004;
27(10):
2317 - 2324.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
A. M. Borzecki, A. T. Wong, E. C. Hickey, A. S. Ash, and D. R. Berlowitz
Identifying Hypertension-Related Comorbidities From Administrative Data: What's the Optimal Approach?
American Journal of Medical Quality,
September 1, 2004;
19(5):
201 - 206.
[Abstract]
[PDF]
|
 |
|

|
 |

|
 |
 
P. W. Eggers and P. L. Kimmel
Is There an Epidemic of HIV Infection in the US ESRD Program?
J. Am. Soc. Nephrol.,
September 1, 2004;
15(9):
2477 - 2485.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
D. R. Miller, M. M. Safford, and L. M. Pogach
Who Has Diabetes? Best Estimates of Diabetes Prevalence in the Department of Veterans Affairs Based on Computerized Patient Data
Diabetes Care,
May 1, 2004;
27(suppl_2):
B10 - B21.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
J. Mouchawar, T. Byers, M. Warren, and W. W. Schluter
The Sensitivity of Medicare Billing Claims Data for Monitoring Mammography Use by Elderly Women
Med Care Res Rev,
March 1, 2004;
61(1):
116 - 127.
[Abstract]
[PDF]
|
 |
|

|
 |

|
 |
 
A. G. Bertoni, W. G. Hundley, M. W. Massing, D. E. Bonds, G. L. Burke, and D. C. Goff Jr.
Heart Failure Prevalence, Incidence, and Mortality in the Elderly With Diabetes
Diabetes Care,
March 1, 2004;
27(3):
699 - 703.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
Diabetes Among Young American Indians--Montana and Wyoming, 2000-2002
JAMA,
February 4, 2004;
291(5):
555 - 556.
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
E. F. Ellerbeck, K. K. Engelman, N. J. Williams, N. Nazir, and S. J. Markello
Variations in Diabetes Care and the Influence of Office Systems
American Journal of Medical Quality,
January 1, 2004;
19(1):
12 - 18.
[Abstract]
[PDF]
|
 |
|

|
 |

|
 |
 
A. M. McBean, Z. Huang, B. A. Virnig, N. Lurie, and D. Musgrave
Racial Variation in the Control of Diabetes Among Elderly Medicare Managed Care Beneficiaries
Diabetes Care,
December 1, 2003;
26(12):
3250 - 3256.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
D. A. Helmer, C.-L. Tseng, M. Brimacombe, M. Rajan, N. Stiptzarov, and L. Pogach
Applying Diabetes-Related Prevention Quality Indicators to a National Cohort of Veterans With Diabetes
Diabetes Care,
November 1, 2003;
26(11):
3017 - 3023.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
J. S. Wrobel, M. P. Charns, P. Diehr, J. M. Robbins, G. E. Reiber, K. M. Bonacker, L. B. Haas, and L. Pogach
The Relationship Between Provider Coordination and Diabetes-Related Foot Outcomes
Diabetes Care,
November 1, 2003;
26(11):
3042 - 3047.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
M. J. V. Pugh, J. Anderson, L. M. Pogach, and D. R. Berlowitz
Differential Adoption of Pharmacotherapy Recommendations for Type 2 Diabetes by Generalists and Specialists
Med Care Res Rev,
June 1, 2003;
60(2):
178 - 200.
[Abstract]
[PDF]
|
 |
|

|
 |

|
 |
 
M. W. Massing, N. S. Henley, L. Carter-Edwards, A. P. Schenck, and R. J. Simpson Jr.
Lipid Testing Among Patients With Diabetes Who Receive Diabetes Care From Primary Care Physicians
Diabetes Care,
May 1, 2003;
26(5):
1369 - 1373.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
M. Safford, L. Eaton, G. Hawley, M. Brimacombe, M. Rajan, H. Li, and L. Pogach
Disparities in Use of Lipid-Lowering Medications Among People With Type 2 Diabetes Mellitus
Arch Intern Med,
April 28, 2003;
163(8):
922 - 928.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
E. A. Finkelstein, J. W. Bray, H. Chen, M. J. Larson, K. Miller, C. Tompkins, A. Keme, and R. Manderscheid
Prevalence and Costs of Major Depression Among Elderly Claimants With Diabetes
Diabetes Care,
February 1, 2003;
26(2):
415 - 420.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
D. R. Arday, B. B. Fleming, D. K. Keller, P. W. Pendergrass, R. J. Vaughn, J. M. Turpin, and D. A. Nicewander
Variation in Diabetes Care Among States: Do patient characteristics matter?
Diabetes Care,
December 1, 2002;
25(12):
2230 - 2237.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
S. L. Krein, S. Vijan, L. M. Pogach, M. M. Hogan, and E. A. Kerr
Aspirin Use and Counseling About Aspirin Among Patients With Diabetes
Diabetes Care,
June 1, 2002;
25(6):
965 - 970.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
A. G. Bertoni, J. S. Krop, G. F. Anderson, and F. L. Brancati
Diabetes-Related Morbidity and Mortality in a National Sample of U.S. Elders
Diabetes Care,
March 1, 2002;
25(3):
471 - 475.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
J. E. Hux, F. Ivis, V. Flintoft, and A. Bica
Diabetes in Ontario: Determination of prevalence and incidence using a validated administrative data algorithm
Diabetes Care,
March 1, 2002;
25(3):
512 - 516.
[Abstract]
[Full Text]
[PDF]
|
 |
|

|
 |

|
 |
 
J. S. Wrobel, J. A. Mayfield, and G. E. Reiber
Geographic Variation of Lower-Extremity Major Amputation in Individuals With and Without Diabetes in the Medicare Population
Diabetes Care,
May 1, 2001;
24(5):
860 - 864.
[Abstract]
[Full Text]
|
 |
|
|
|