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. Author manuscript; available in PMC: 2024 Nov 14.
Published in final edited form as: Otolaryngol Head Neck Surg. 2023 May 26;169(5):1200–1207. doi: 10.1002/ohn.377

Table 1. Clinical Characteristics and Relation to Positive Surgical Margins.

Characteristic Total Sample (n= 16,326) Negative Margins (n = 13,394) Positive Margins (n = 2,932) Effect Index (95% CI) p-value
Age, yr, mean (SD) 62.3 (12.7) 62.6 (12.7) 63.1 (12.5) 1.00 (1.00–1.01) 0.039
Male 64.6 64.4 65.7 1.06 (0.97–1.15) 0.189
Race
 Non-Hispanic White 77.4 77.8 75.8 [Reference] NA
 Black 9.1 8.7 10.5 1.24 (1.08–1.41) 0.002
 Hispanic 7.1 6.9 7.9 1.17 (1.01–1.36) 0.038
 Asian-Pacific Islander 4.3 4.4 3.7 0.86 (0.69–1.05) 0.149
 Other-unknown 2.1 2.1 2.0 0.99 (0.74–1.30) 0.927
Insurance
 Private 33.8 34.6 30.1 [Reference] NA
 Uninsured 5.6 5.5 6.1 1.29 (1.07–1.54) 0.005
 Medicare-Medicaid or other government 59.2 58.5 62.4 1.23 (1.12–1.34) <0.001
 Unknown 1.4 1.4 1.3 1.10 (0.76–1.55) 0.591
Median income quartiles
 <$30,000 16.2 16.1 16.6 [Reference] NA
 $30,000-$34,999 20.5 20.7 19.7 0.92 (0.80–1.06) 0.255
 $35,000-$45,999 28.8 28.6 30.0 1.01 (0.89–1.16) 0.839
 $46,000 34.5 34.7 33.7 0.94 (0.83–1.07) 0.321
Education level of zip code
 29% no HSD 19.8 19.8 19.8 [Reference] NA
 20%−28.9% no HSD 26.0 26.0 25.7 0.99 (0.87–1.12) 0.873
 14%−19.9% no HSD 24.8 24.8 24.8 1.00 (0.88–1.14) 0.982
 <14% no HSD 29.4 29.3 29.7 1.01 (0.90–1.15) 0.833
Charlson Comorbidity Index
 0 72.1 72.3 71.1 [Reference] NA
 1 19.8 19.7 20.3 1.05 (0.95–1.16) 0.366
 2 5.1 5.0 5.4 1.09 (0.91–1.30) 0.36
 3+ 3.0 3.0 3.3 1.13 (0.90–1.41) 0.291
Setting
 Metropolitan 77.8 77.7 78.4 [Reference] NA
 Urban 19.7 19.8 18.9 0.94 (0.85–1.05) 0.282
 Rural 2.5 2.4 2.7 1.11 (0.86–1.42) 0.42
Year of diagnosis 0.99 (0.98–1.00) 0.113
 2004 3.0 3.1 2.8
 2005 3.0 2.9 3.1
 2006 3.5 3.4 4.1
 2007 4.1 4.1 4.3
 2008 5.3 5.3 5.4
 2009 6.0 6.0 6.1
 2010 6.4 6.4 6.3
 2011 6.6 6.7 6.3
 2012 7.1 7.0 7.8
 2013 7.8 7.5 8.8
 2014 8.2 8.3 8.2
 2015 8.9 9.0 8.1
 2016 9.2 9.3 8.7
 2017 9.5 9.5 9.2
 2018 11.4 11.5 11.0
Subsite
 Oral tongue 27.5 28.4 23.5 [Reference] NA
 Lip 2.1 2.3 1.4 0.75 (0.53–1.03) 0.091
 Gum-alveolar ridge 23.6 23.9 22.4 1.13 (1.01–1.27) 0.038
 Floor of mouth 20.2 19.8 22.1 1.34 (1.19–1.51) <0.001
 Hard palate 4.3 3.8 6.2 1.96 (1.62–2.36) <0.001
 Other * 22.3 21.8 24.3 1.34 (1.20–1.51) <0.001
Clinical T category
 cT3 29.5 30.8 23.5 [Reference] NA
 cT4 70.5 69.2 76.5 1.46 (1.33–1.60) <0.001
Clinical N category
 cN0 47.2 48.5 41.2 [Reference] NA
 cN1 16.6 16.5 17.2 1.23 (1.09–1.37) <0.001
 cN2 35.0 33.9 39.9 1.39 (1.27–1.52) <0.001
 cN3 1.2 1.1 1.7 1.80 (1.29–2.48) <0.001
Lymphovascular invasion
 Negative 71.4 73.7 60.8 [Reference] NA
 Positive 28.6 26.3 39.2 1.81 (1.63–1.99) <0.001
Histologic grade
 Well differentiated 18.2 19.4 13.0 [Reference] NA
 Moderately differentiated 61.4 61.3 61.8 1.50 (1.32–1.71) <0.001
 Poorly differentiated-Undifferentiated 20.4 19.3 25.2 1.94 (1.68–2.25) <0.001
Distance to treatment center
 <=50 miles 71.6 71.0 74.4 [Reference] NA
 >50 miles 28.4 29.0 25.6 0.84 (0.77–0.93) <0.001
Region
 South Atlantic 22.5 22.7 21.5 [Reference] NA
 New England 4.3 4.2 5.0 1.27 (1.04–1.56) 0.02
 Middle Atlantic 14.0 14.3 13.0 0.96 (0.84–1.11) 0.604
 East North Central 19.0 19.3 17.9 0.98 (0.86–1.11) 0.755
 East South Central 8.4 8.3 8.5 1.08 (0.91–1.27) 0.363
 West North Central 9.2 9.2 9.1 1.06 (0.89–1.23) 0.543
 West South Central 8.0 7.9 8.5 1.14 (0.97–1.34) 0.117
 Mountain 3.8 3.7 4.2 1.21 (0.97–1.50) 0.084
 Pacific 10.9 10.5 12.3 1.23 (1.07–1.43) 0.005
Academic center
 No 31.2 30.2 35.6 [Reference] NA
 Yes 68.8 69.8 64.4 0.78 (0.72–0.85) <0.001
Treatment center volume
 Low (<=20 cases/yr) 59.3 58.0 65.3 [Reference] NA
 High (>20 cases/yr) 40.7 42.0 34.7 0.73 (0.67–0.79) <0.001
*

The “other” category for “subsite” includes hard palate, retromolar trigone, and mouth (overlapping or no otherwise specified)