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. Author manuscript; available in PMC: 2025 Aug 6.
Published in final edited form as: Cancer Epidemiol Biomarkers Prev. 2025 Feb 6;34(2):355–365. doi: 10.1158/1055-9965.EPI-24-1094

Table 4.

Multivariable Logistic Regression Models for Receipt of Surgical Intervention (Surgical vs. Non-surgical Intervention, N=55,622)

Characteristics Receipt of Curative Treatment [N (%)] Multivariable Analyses

Surgical Non-surgical OR 95% CI p-value
Age
 20–49 years
 50–59 years
 60–69 years
 ≥70 years

1,245 (34.7)
3,658 (24.0)
4,797 (22.7)
2,884 (18.4)

2,346 (65.3)
11,583 (76.0)
16,319 (77.3)
12,790 (81.6)

--
0.62
0.59
0.40

Ref
0.57–0.67
0.55–0.64
0.36–0.43

--
<0.001
<0.001
<0.001
Sex
 Female
 Male

3,277 (25.0)
9,307 (21.9)

9,836 (75.0)
33,202 (78.1)

--
0.84

Ref
0.80–0.88

--
<0.001
Race/ethnicity
 Non-Hispanic White
 African American
 Hispanic
 Asian/Pacific Islander
 American Indian/Alaska Native

6,350 (22.6)
1.274 (20.2)
1,966 (17.7)
2,903 (30.3)
91 (15.5)

21,692 (77.4)
5,041 (79.8)
9,134 (82.3)
6,676 (69.7)
495 (84.5)

--
0.84
0.71
1.43
0.61

Ref
0.78–0.90
0.66–0.75
1.36–1.51
0.48–0.77

--
<0.001
<0.001
<0.001
<0.001
Geography
 Large metro
 Medium metro
 Small metro
 Rural

8,085 (23.2)
2,634 (21.6)
842 (22.3)
1,023 (21.3)

26,776 (76.8)
9,539 (78.4)
2942 (77.7)
3,781 (78.7)

--
0.98
1.03
0.96

Ref
0.93–1.04
0.94–1.13
0.87–1.05

--
0.504
0.558
0.380
Annual household income
 ≥$70,000
 $55,000-$69,999
 $40,000-$54,999
 <$40,000

6,959 (23.0)
4,084 (22.4)
1,377 (21.7)
200 (21.2)

23,315 (77.0)
14,009 (77.6)
4,970 (78.3)
744 (78.8)

--
0.98
1.04
1.06

Ref
0.94–1.03
0.96–1.13
0.88–1.28

--
0.513
0.330
0.518
Interaction Analyses

Race/Income*
 High-income Non-Hispanic White
 Middle-income Non-Hispanic White
 Low-income Non-Hispanic White
 High-income African American
 Middle-income African American
 Low-income African American
 High-income Hispanic
 Middle-income Hispanic
 Low-income Hispanic
 High-income Asian/Pacific Islander
 Middle-income Asian/Pacific Islander
 Low-income Asian/Pacific Islander
 High-income American Indian/Alaska Native
 Middle-income American Indian/Alaska Native
 Low-income American Indian/Alaska Native

--
1.05
1.17
0.85
0.89
0.67
0.76
0.68
0.72
1.50
1.38
1.92
0.78
0.51
0.48

Ref
0.99–1.12
0.96–1.44
0.76–0.95
0.81–0.97
0.44–1.03
0.70–0.82
0.63–0.74
0.40–1.27
1.40–1.60
1.25–1.52
0.30–12.12
0.57–1.08
0.36–0.73
0.14–1.63

--
0.103
0.126
0.003
0.011
0.067
<0.001
<0.001
0.254
<0.001
<0.001
0.488
0.129
<0.001
0.237
Race/Geography
 Large metro Non-Hispanic White
 Small-medium metro Non-Hispanic White
 Rural Non-Hispanic White
 Large metro African American
 Small-medium metro African American
 Rural African American
 Large metro Hispanic
 Small-medium metro Hispanic
 Rural Hispanic
 Large metro Asian/Pacific Islander
 Small-medium metro Asian/Pacific Islander
 Rural Asian/Pacific Islander
 Large metro American Indian/Alaska Native
 Small-medium American Indian/Alaska Native
 Rural American Indian/Alaska Native

--
1.00
0.98
0.82
0.90
0.71
0.73
0.67
0.59
1.44
1.43
1.31
0.70
0.54
0.54

Ref
0.93–1.07
0.87–1.09
0.75–0.90
0.80–1.02
0.53–0.96
0.68–0.78
0.60–0.74
0.45–0.77
1.35–1.53
1.28–1.60
0.93–1.85
0.50–0.97
0.36–0.81
0.32–0.90

--
0.942
0.746
<0.001
0.108
0.024
<0.001
<0.001
<0.001
<0.001
<0.001
0.122
0.034
0.003
0.018

Analyses were performed among a subset of patients who received treatment for HCC

*

Adjusted for age, sex, geography, year of diagnosis, number of tumors, and stage at diagnosis

Adjusted for age, sex, income, year of diagnosis, number of tumors, and stage at diagnosis