Use of Medicare Hospital and Physician Data to Assess Breast Cancer Incidence
- 1 May 1999
- journal article
- research article
- Published by Wolters Kluwer Health in Medical Care
- Vol. 37 (5) , 445-456
- https://doi.org/10.1097/00005650-199905000-00004
Abstract
Health claims data have the potential of being an inexpensive, timely, and nationally representative source of information about cancer. This study examined the utility of Medicare hospital and physician data as an independent source to identify incident breast cancer cases. Data came from Medicare and the National Cancer Institute's SEER cancer registries. From 1992, for women residing in the SEER states (n = 659,260), Medicare hospital and physician claims were reviewed to identify women with a breast cancer diagnosis on a claim (n = 6,784). These women were matched with women in the SEER data who had been diagnosed with breast cancer in 1992 (n = 3,230). The sensitivity, specificity, and positive predictive value (PPV) of the Medicare data were calculated. Logistic regression models were used to identified cancer related procedures reported to Medicare that could distinguish true cases from false positive cases. Predicted values from these models were included to create plots of sensitivity versus false positive rates and sensitivity versus PPV. Medicare hospital data had 62% sensitivity, 99.9% specificity, and 88% PPV. Physician claims increased sensitivity by 14%, with specificity of 99.4%, and a PPV of 10%. Inclusion of additional cancer related diagnoses and procedures improved the ability to distinguish true cases from false positives, although the number of false positive cases remained high. The Medicare data overall offer limited potential to assess breast cancer incidence, largely because of low sensitivity and poor PPV. The Medicare data may have utility to identify women undergoing selected breast cancer treatments. In addition, the data may be used to help registries focus case-finding efforts, particularly for persons undergoing cancer related treatments.Keywords
This publication has 13 references indexed in Scilit:
- Definitive breast cancer surgery as an outpatient: A rational basis for the transitionSeminars in Surgical Oncology, 1998
- Trends and Outcomes of Outpatient Mastectomy in Elderly WomenJNCI Journal of the National Cancer Institute, 1998
- Ability of Medicare Claims Data and Cancer Registries to Identify Cancer Cases and TreatmentAmerican Journal of Epidemiology, 1997
- Completeness of hospital cancer case reporting from the SEER program of the national cancer instituteCancer, 1995
- Measuring the incidence of cancer in elderly americans using medicare claims dataCancer, 1994
- Analysis of a claims database for the identification of patients with carcinoma of the breastJournal of Medical Systems, 1994
- Epidemiologic Uses of Medicare DataEpidemiologic Reviews, 1993
- Geographic Variation in the Use of Breast-Conserving Treatment for Breast CancerNew England Journal of Medicine, 1992
- Accuracy of Medicare Claims Data for Estimation of Cancer Incidence and Resection Rates Among Elderly AmericansMedical Care, 1991
- Regression modelling strategies for improved prognostic predictionStatistics in Medicine, 1984