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. Author manuscript; available in PMC: 2020 Sep 16.
Published in final edited form as: Cancer Causes Control. 2018 Aug 22;29(10):951–966. doi: 10.1007/s10552-018-1071-7

Table 1.

Distribution of multilevel characteristics according to total study population, controls, and localized and advanced prostate cancer cases, San Francisco Bay Area, 1997–2000

Controls
Cases

Localized
Advanced
n = 542
n = 208
n = 567
n % n % n %
Individual-level sociodemographic factors
Educationa
  High school degree or less 122 22.5 68 32.7 149 26.3
  Some college 163 30.1 55 26.4 152 26.8
  College graduate or more 257 47.4 85 40.9 266 46.9
Race/ethnicitya
  Non-Hispanic White 453 83.6 135 64.9 450 79.4
  African-American 89 16.4 73 35.1 117 20.6
Nativitya
  US-born 507 93.5 192 92.3 529 93.3
  Foreign-born 33 6.1 16 7.7 38 6.7
  Missing 2 0.4 0 0.0 0 0.0
Age at diagnosis (cases)b or selection (controls)a
  40–49 16 3.0 7 3.4 22 3.9
  50–59 144 26.6 43 20.7 169 29.8
  60–69 239 44.1 70 33.7 235 41.4
  70–79 143 26.4 88 42.3 141 24.9
Medical historya
Family history of prostate cancer
  No 477 88.0 164 78.8 459 81.0
  Yes 65 12.0 44 21.2 108 19.0
Benign prostatic hyperplasia
  No 388 71.6 119 57.2 319 56.3
  Yes 147 27.1 81 38.9 228 40.2
  Missing 7 1.3 8 3.8 20 3.5
Prostatitis
  No 474 87.5 146 70.2 399 70.4
  Yes 64 11.8 56 26.9 146 25.7
  Unknown 4 0.7 6 2.9 22 3.9
Medical care
  MD/RN/insured 521 96.1 198 95.2 536 94.5
  ER/public clinic/other 20 3.7 10 4.8 30 5.3
  Missing < 5 0 0.0 < 5
Number of PSA tests in last 5 years
  0 96 17.7 37 17.8 147 25.9
  1–2 132 24.4 41 19.7 125 22.0
  3–4 80 14.8 34 16.3 83 14.6
  5+ 146 26.9 91 43.8 186 32.8
  Missing 88 16.2 5 2.4 26 4.6
Behavioral factorsa
Body Mass Index (BMI, kg/m2)
  Lower than 25 136 25.1 60 28.8 153 27.0
  25–29 249 45.9 102 49.0 278 49.0
  30 or higher 152 28.0 39 18.8 132 23.3
  Missing 5 0.9 7 3.4 4 0.7
Average daily caloric intake (kcal)
  Less than 1950 161 29.7 53 25.5 157 27.7
  1951–2584 141 26.0 56 26.9 141 24.9
  2585–3301 126 23.2 46 22.1 120 21.2
  3302+ 96 17.7 40 19.2 112 19.8
  Missing 18 3.3 13 6.3 37 6.5
Average daily alcohol consumption (g)
  0 180 33.2 75 36.1 187 33.0
  1–5 74 13.7 18 8.7 75 13.2
  5–9.9 52 9.6 19 9.1 48 8.5
  10–14.9 68 12.5 21 10.1 54 9.5
  15 or more 168 31.0 75 36.1 203 35.8
Smoking
  Never 156 28.8 53 25.5 156 27.5
  Former 291 53.7 114 54.8 290 51.1
  Current 92 17.0 35 16.8 118 20.8
  Missing 3 0.6 6 2.9 3 0.5
Physical activity—(hours/week, previous 3 years)
  0 211 38.9 81 38.9 221 39.0
  Less than 5 156 28.8 61 29.3 173 30.5
  5 or more 175 32.3 66 31.7 171 30.2
  Missing 0 0.0 0 0.0 2 0.4
Contextual-level factorsc
Neighborhood SES (quintilesd)
  Q1 (lowest) 16 3.0 7 3.4 11 1.9
  Q2 50 9.2 21 10.1 44 7.8
  Q3 75 13.8 27 13.0 59 10.4
  Q4 135 24.9 50 24.0 107 18.9
  Q5 (highest) 266 49.1 103 49.5 346 61.0
Population density (quartilesd)
  Q1 84 15.5 47 22.6 116 20.5
  Q2 125 23.1 46 22.1 132 23.3
  Q3 140 25.8 44 21.2 149 26.3
  Q4 193 35.6 71 34.1 170 30.0
Percentage of residents traveling 60+ min to work (quartilesd)
  Q1 136 25.1 50 24.0 143 25.2
  Q2 134 24.7 50 24.0 140 24.7
  Q3 138 25.5 59 28.4 158 27.9
  Q4 134 24.7 49 23.6 126 22.2
Percentage of residents traveling to work by car or motorcycle (quartilesd)
  Q1 136 25.1 47 22.6 121 21.3
  Q2 135 24.9 69 33.2 170 30.0
  Q3 136 25.1 50 24.0 149 26.3
  Q4 135 24.9 42 20.2 127 22.4
Residential mobilitye (quartilesd)
  Q1 165 30.4 67 32.2 206 36.3
  Q2 116 21.4 53 25.5 137 24.2
  Q3 137 25.3 52 25.0 133 23.5
  Q4 124 22.9 36 17.3 91 16.0
Household crowding (quartilesd)
  Q1 135 24.9 61 29.3 166 29.3
  Q2 136 25.1 51 24.5 164 28.9
  Q3 135 24.9 50 24.0 121 21.3
  Q4 136 25.1 46 22.1 116 20.5
Percentage of multi-family housing unitsf (quartilesd)
  Q1 136 25.1 45 21.6 148 26.1
  Q2 135 24.9 60 28.8 172 30.3
  Q3 135 24.9 58 27.9 121 21.3
  Q4 136 25.1 45 21.6 126 22.2
Street connectivity (gamma measure, quartiles)g
  Q1 136 25.1 59 28.4 160 28.2
  Q2 136 25.1 53 25.5 137 24.2
  Q3 133 24.5 33 15.9 136 24.0
  Q4 137 25.3 63 30.3 134 23.6
Businesses (total number, quartilesh)
  Q1 136 25.1 65 31.3 170 30.0
  Q2 135 24.9 57 27.4 139 24.5
  Q3 137 25.3 39 18.8 139 24.5
  Q4 134 24.7 47 22.6 119 21.0
Restaurant Environment Indexh, i
  0 141 26.0 66 31.7 168 29.6
  T1 113 20.8 30 14.4 120 21.2
  T2 110 20.3 53 25.5 105 18.5
  T3 118 21.8 37 17.8 110 19.4
  Missing 60 11.1 22 10.6 64 11.3
Retail Food Environment Indexh, j
  0 53 9.8 17 8.2 48 8.5
  T1 143 26.4 57 27.4 152 26.8
  T2 161 29.7 65 31.3 153 27.0
  T3 135 24.9 41 19.7 135 23.8
  Missing 50 9.2 28 13.5 79 13.9
Parks (total number)
  0 87 16.1 44 21.2 113 19.9
  1–2 245 45.2 90 43.3 248 43.7
  3 77 14.2 26 12.5 76 13.4
  4+ 133 24.5 48 23.1 130 22.9
Farmers markets (total number)
  0 375 69.2 143 68.8 405 71.4
  1 115 21.2 40 19.2 101 17.8
  2+ 52 9.6 25 12.0 61 10.8
Traffic densityh
  Q1 135 24.9 58 27.9 163 28.7
  Q2 136 25.1 57 27.4 143 25.2
  Q3 136 25.1 57 27.4 134 23.6
  Q4 135 24.9 36 17.3 127 22.4

MD medical doctor, RN registered nurse, ER emergency room, PSA prostate specific antigen, SES socioeconomic status

a

Data obtained from interview

b

Data obtained from the California Cancer Regsitry

c

Data obtained from the California Neighborhoods Data System

d

Based on the quintile/quartile distribution for block groups in California

e

Neighborhood residential mobility was measured as the percent of residents who lived in the same location from 1995 to 2000

f

Percentage of multi-family housing was defined as the percentage of total housing units that re not single family dwellings (i.e., structures with more than 2 units)

g

Gamma measure, ratio of actual number of street segments to the maximum possible given the number of intersections. Quartiles based on the distribution for census tracts in California

h

Based on the quartile/tertile distribution among study cases and controls

i

The Restaurant Environment Index is the ratio of the number of fast food restaurants compared to the number of other restaurants within the residential buffer. Cases and controls with residential buffers with no businesses were included in the ‘0’ category

j

The Retail Food Environment Index is the ratio of the number of convenience stores, liquor stores, and fast food restaurants compared to the number of supermarkets and farmers markets within the residential buffer. Cases with residential buffers with no businesses were included in the ‘0’ category