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. Author manuscript; available in PMC: 2015 Sep 20.
Published in final edited form as: Stat Med. 2014 May 7;33(21):3710–3724. doi: 10.1002/sim.6173

Table V.

Coefficient estimates from outcome and reporting models using the medical records and medicare claims, a subsample of CanCORS data.

Covariates Outcome model Reporting model
for medical records
Reporting model
for Medicare claims
Colorectal cancer −.58* .16 −.41
65–69 years .45* −.39* NA
70–74 years .31 −.23 .00
75–79 years .35 −.25 −.11
80 years or older .54* −.29 .10
Female .09 −.09 .31
Black −.08 −.18 −.01
Hispanic .30 .03 −.70*
Asian .01 .03 −.23
Other race −.28 .19 −.40
Less than high school .17 .11 −.08
High school .04 .22 −.23
Less than 20k .08 −.21 −.02
20–39k .09 −.28 −.01
40–59k .19 −.18 .16
Married −.10 .03 .15
Stage 2 .12 −.43 −.42
Stage 3 .40* −.36 −.07
Stage 4 .81* −.36 −.31
Stage missing .49* −.61* .03
MI −.05 −.07 −.18
CHF −.07 .09 .54*
Stroke .09 .03 −.23
Lung disease −.09 −.09 .16
Diabetes −.02 .06 .37*
Depression .22* −.12 −.11
Days till death .30* −.06 .24*
Site random effects variance .10 .48 .05

Note The subsample consists of 2669 CanCORS patients who died within 15 months of diagnosis and had at least one hospice-use record from two sources. Outcome model: Equation (1.1), reporting model for medical records: Equation (1.2), and reporting model for Medicare claims: Equation (1.3). Posterior medians for βO and βR’s are based from 105 iterations of the Gibbs chain. Estimates with 95% CIs (not shown) excluding 0 are highlighted with *. The reference categories are lung cancer, younger than 65 years old for the outcome model and reporting model for medical records/younger than 70 years old for the reporting model for Medicare claims, White, college, more than 60K, stage I. The variable ‘Days till death’ is included in the model using a standardized Z-score.