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. Author manuscript; available in PMC: 2020 Apr 1.
Published in final edited form as: Health Econ. 2019 Jan 29;28(4):517–528. doi: 10.1002/hec.3860

Appendix Table A2.

Descriptive data for all study variables

Current oncologist First-year oncologist
Non-integrated
(N=77,159)
Integrated
(N=4,740)
Remained non-integrated
(N=49,124)
Integrated in later years
(N=3,216)
Mean (Standard Deviation) or % Mean (Standard Deviation) or %
Variable
Patient characteristics
Age 73.59(8.65) 73.79(8.64) 73.08(8.62) 72.77(8.53)
Female (%) 51.73% 51.86% 51.71% 52.21%
White (%) 87.57% 87.85% 87.43% 88.06%
Having diabetes (%) 15.10% 15.17% 15.73% 14.33%
Having hypertension (%) 30.44% 30.72% 30.91% 29.63%
Having ischemic heart disease (%) 68.23% 66.22% 69.98% 67.26%
Having hyperlipidemia (%) 39.61% 38.92% 39.99% 37.25%
Having depression (%) 50.69% 50.53% 52.24% 52.64%
Having congestive heart failure (%) 16.75% 19.60% 17.35% 17.07%
Having cataract (%) 20.28% 19.28% 20.30% 16.48%
Having COPD (%) 21.73% 23.71% 20.98% 22.48%
Number of chronic conditions 23.36% 20.57% 25.74% 19.34%
Metastasis (%) 4.60(2.61) 4.60(2.62) 4.68(2.59) 4.39(2.51)
Cancer type
Breast (%) 32.13% 40.70% 30.29% 33.05%
Prostate (%) 22.05% 24.30% 21.73% 23.54%
Lung (%) 22.20% 26.03% 20.44% 24.84%
Colon (%) 21.27% 16.79% 24.29% 16.73%
Leukemia (%) 15.11% 14.07% 15.20% 14.09%
Lymphoma (%) 7.08% 9.77% 6.76% 10.07%
Measured at the Zip level
Percent Unemployed 8.88(4.06) 9.08(4.25) 8.85(4.08) 8.69(4.13)
Median income($) 57,042(23,181) 58,206(23,310) 56,521(22,876) 57,897(23,653)
Percent college educated among 65 years and over 21.10(13.30) 22.01(14.01) 20.76(13.19) 21.15(13.70)
Chemotherapy outcomes
Frequency of chemotherapy drug claims 11.73(11.63) 9.14(9.51) 11.48(10.95) 9.39(9.77)
Frequency of chemotherapy administration claims 15.52(16.72) 12.24(13.63) 14.97(15.69) 12.32(13.78)
Chemotherapy drug spending ($) 18,626(25,256) 19,228(26,729) 16,413(23,168) 18,313(26,705)
Chemotherapy administration spending ($) 1,906(2,118) 2,030(2,843) 1,871(2,021) 1,884(2,486)
Chemotherapy drug spending per claim ($) 1,819(2,489) 2,507(3,655) 1,613(2,208) 2,325(6,265)
Dosage-adjusted chemotherapy outcomes
Frequency of dosage-adjusted chemotherapy drug claims 12.0(15.32) 10.97(48.48) 12.13(14.41) 10.79(15.45)
Chemotherapy drug spending per dosage-adjusted claim ($) 1,964(8,898) 2,685(6,034) 1,783(9,948) 2,313(4,677)

Note:

Comparison of patient characteristics by the integration status of the patient’s oncologist in a given year;

Comparison of patient characteristics only in the first year when the patient was included in the sample based on the whether the patient’s first-year oncologist integrated with a hospital in later years.