Table 1.
Variable | Data source | Definition |
Patient characteristics | ||
Age | SEER | Age at diagnosis in years |
Race | SEER | White, black, white Hispanic, other |
Marital status | SEER | Married at time of diagnosis or not |
Place of residence | SEER | SEER geographic region: San Francisco, Connecticut, Michigan, Hawaii, Iowa, New Mexico, Seattle, Utah, Georgia, San Jose (CA), Los Angeles |
Socioeconomic status: income | 2000 US Census | Available only at patient zip code level: median income in zip code of residence |
Socioeconomic status: education | 2000 US Census | Available only at patient zip code level: percentage of adults in zip code with <12 years of education |
Comorbidity index | Medicare | Based on Klabunde modification of the Charlson index using inpatient, outpatient, and physician Medicare claims. The Charlson index is derived from a scoring system based on a count of certain comorbid diagnoses. Klabunde adaptation allows identification of comorbid diagnoses from Medicare inpatient and outpatient claims |
No. of primary care physician visits | Medicare and AMA Masterfile | Calculated from number of physician visits on separate days as defined by the presence of an outpatient physician claim (excluding emergency room visits) for a face-to-face evaluation using †CPT codes of the form 99xxx. The UPIN associated with the claim was linked to AMA data to identify physician specialty as primary care (family practice, general internal medicine, general practice, or geriatricians) |
Lower gastrointestinal endoscopy | Medicare | Any claim for ICD-9 procedure codes 45.23, 45.24, CPT codes 45330, 45355, 45378, or HCPCS codes G0104, or G0105 |
Diabetes mellitus | Medicare | One inpatient claim or two outpatient–physician claims in any position with ICD-9 diagnosis codes 250.xx, 357.2,362.0-362.0x,366.41,790.2 |
Obesity | Medicare | Any claim for ICD-9 diagnosis codes 278.00, 278.01, 783.1, 783.6 |
Cancer characteristics (at diagnosis) | ||
Stage | SEER | Prostate cancer: using clinical T stage from SEER Extent of Disease coding; categorized as T1, T2, T3, T4, unknown. Colorectal cancer: using SEER historical staging system; categorized as in situ, localized, regional or distant spread, or unknown |
Grade | SEER | Prostate or colorectal cancer: SEER grading information; categorized as well differentiated, moderately differentiated, poorly differentiated, undifferentiated, or unknown |
Site (colorectal only) | SEER | Based on site code definitions; categorized as cecum, appendix, ascending colon, hepatic flexure, transverse colon, splenic flexure, descending colon, sigmoid colon, large intestine not otherwise specified, rectosigmoid junction and rectum |
Androgen deprivation | ||
Orchiectomy | Medicare | Any claim with CPT codes 54520, 54521, 54522, 54530, or 54535; or ICD-9 procedure code 62.4 |
GnRH agonist | Medicare | Any claim with HCPCS codes J9202, J1950, J9217, J9218, or J9219 |
Months of GnRH agonist therapy | Medicare | Calculated from each instance of a GnRH agonist HCPCS J-code noted on separate days. GnRH agonists are generally administered as depot injections with the dosage given depending on the intended duration of the regimen; usually once a month, once every 3-month or once every 4-month regimens. The intended duration for a given injection was determined first from the unit designation (1, 3, or 4) of the “carrier miles/time/units/serv count” field of the physician services claims or if unavailable, from the “revenue center unit count” field of the outpatient claims |
Study outcome | ||
Incident colorectal cancer | SEER or Medicare | From SEER: site codes indicating colorectal cancer diagnosis following diagnosis of prostate cancer. From Medicare claims algorithm: ICD-9 diagnosis codes 153.x, 154.0, 154.1, 230.3, 230.4 in any position in at least one inpatient claim or at least two (on different days) outpatient or physician claims with no claims in preceding 2 years |
AMA = American Medical Association; CPT = Current Procedural Terminology; GnRH = gonadotropin-releasing hormone; HCPCS = Healthcare Common Procedure Coding System; ICD-9 = International Classification of Diseases, Ninth revision; SEER = Surveillance, Epidemiology and End Results; UPIN = unique physician identification number.