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. 2010 Nov 10;102(23):1760–1770. doi: 10.1093/jnci/djq419

Table 1.

Definition of the study variables*

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.