Table 2.
Adjusted odds ratios (ORs) and 95% confidence intervals (95% CIs) for each multi-level factor with risk of localized and advanced prostate cancer in the base model
Localized |
Advanced |
|||||||
---|---|---|---|---|---|---|---|---|
OR | 95% CI | p value | p trend | OR | 95% CI | p value | p trend | |
Individual-level sociodemographic factors | ||||||||
Education | ||||||||
High school or less | 1.00 | Reference | 1.00 | Reference | ||||
Some college | 0.78 | 0.50–1.21 | 0.77 | 0.55–1.07 | ||||
College graduate or more | 0.93 | 0.60–1.42 | 0.557 | 0.85 | 0.89 | 0.65–1.21 | 0.288 | 0.61 |
Nativity | ||||||||
US-born | 1.00 | Reference | 1.00 | Reference | ||||
Foreign-born | 1.55 | 0.83–2.90 | 0.205 | 1.15 | 0.71–1.87 | 0.599 | ||
Medical history | ||||||||
Family history of prostate cancer | ||||||||
No | 1.00 | Reference | 1.00 | Reference | ||||
Yes | 1.85 | 1.21–2.84 | 0.005 | 1.69 | 1.22–2.35 | 0.002 | ||
Benign prostatic hyperplasia | ||||||||
No | 1.00 | Reference | 1.00 | Reference | ||||
Yes | 1.75 | 1.24–2.48 | 0.002 | 2.07 | 1.59–2.70 | < 0.001 | ||
Prostatitis | ||||||||
No | 1.00 | Reference | 1.00 | Reference | ||||
Yes | 2.48 | 1.65–3.73 | < 0.001 | 2.7 | 1.95–3.73 | < 0.001 | ||
Medical care | ||||||||
MD/RN/insured | 1.00 | Reference | 1.00 | Reference | ||||
ER/public clinic/other | 1.33 | 0.59–2.99 | 0.636 | 1.37 | 0.75–2.48 | 0.293 | ||
Number of PSAs in last 5 years | ||||||||
0 | 1.00 | Reference | 1.00 | Reference | ||||
1–2 | 0.83 | 0.49–1.40 | 0.63 | 0.44–0.89 | ||||
3–4 | 1.03 | 0.58–1.83 | 0.69 | 0.46–1.04 | ||||
5+ | 1.56 | 0.96–2.51 | 0.026 | 0.01 | 0.87 | 0.62–1.22 | 0.047 | 0.91 |
Behavioral factors | ||||||||
Body mass index (BMI, kg/m2) | ||||||||
Lower than 25 | 1.00 | Reference | 1.00 | Reference | ||||
25–29 | 0.94 | 0.64–1.40 | 0.99 | 0.74–1.31 | ||||
30 or higher | 0.56 | 0.35–0.89 | 0.025 | 0.01 | 0.75 | 0.54–1.04 | 0.136 | 0.09 |
Average daily caloric intake (kcal) | ||||||||
Less than 1950 | 1.00 | Reference | 1.00 | Reference | ||||
1950–2584 | 1.32 | 0.85–2.06 | 1.03 | 0.75–1.41 | ||||
2585–3301 | 1.22 | 0.76–1.95 | 0.97 | 0.69–1.36 | ||||
3302 or more | 1.30 | 0.79–2.13 | 0.359 | 0.33 | 1.16 | 0.81–1.66 | 0.790 | 0.53 |
Average daily alcohol consumption (g) | ||||||||
0 | 1.00 | Reference | 1.00 | Reference | ||||
1–5 | 0.72 | 0.40–1.30 | 1.01 | 0.69–1.49 | ||||
5–9.9 | 1.04 | 0.58–1.88 | 0.90 | 0.58–1.41 | ||||
10–14.9 | 1.01 | 0.57–1.79 | 0.80 | 0.53–1.22 | ||||
15 or more | 1.25 | 0.84–1.84 | 0.380 | 0.19 | 1.19 | 0.89–1.60 | 0.393 | 0.33 |
Smoking | ||||||||
Never | 1.00 | Reference | 1.00 | Reference | ||||
Former | 1.11 | 0.75–1.63 | 1.02 | 0.77–1.35 | ||||
Current | 1.06 | 0.63–1.78 | 0.839 | 1.23 | 0.87–1.76 | 0.459 | ||
Physical activity—(hours/week, previous 3 years) | ||||||||
0 | 1.00 | Reference | 1.00 | Reference | ||||
Less than 5 | 1.29 | 0.85–1.95 | 1.08 | 0.80–1.45 | ||||
5 or more | 1.14 | 0.76–1.70 | 0.464 | 0.50 | 0.96 | 0.73–1.27 | 0.754 | 0.81 |
Contextual factors | ||||||||
Neighborhood SES (quintilesa) | ||||||||
Low (Q1–Q2) | 1.00 | Reference | 1.00 | Reference | ||||
Middle | 1.44 | 0.74–2.80 | 1.22 | 0.73–2.05 | ||||
Higher-middle | 1.86 | 1.01–3.45 | 1.34 | 0.82–2.20 | ||||
Highest | 2.46 | 1.35–4.49 | < 0.01 | 2.39 | 1.50–3.82 | < 0.01 | ||
Population density (quartilesa) | ||||||||
Q1 | 1.00 | Reference | 1.00 | Reference | ||||
Q2 | 0.63 | 0.38–1.04 | 0.76 | 0.52–1.12 | ||||
Q3 | 0.49 | 0.30–0.81 | 0.74 | 0.51–1.09 | ||||
Q4 | 0.41 | 0.25–0.67 | < 0.01 | 0.56 | 0.39–0.82 | < 0.01 | ||
Percentage of residents traveling 60+ min to work (quartilesa) | ||||||||
Q1 | 1.00 | Reference | 1.00 | Reference | ||||
Q2 | 0.95 | 0.60–1.51 | 0.97 | 0.69–1.37 | ||||
Q3 | 1.04 | 0.66–1.62 | 1.04 | 0.74–1.47 | ||||
Q4 | 0.87 | 0.54–1.42 | 0.68 | 0.86 | 0.60–1.23 | 0.53 | ||
Percentage of residents traveling to work by car or motorcycle (quartilesa) | ||||||||
Q1 | 1.00 | Reference | 1.00 | Reference | ||||
Q2 | 1.65 | 1.05–2.58 | 1.46 | 1.04–2.06 | ||||
Q3 | 1.41 | 0.87–2.30 | 1.31 | 0.92–1.86 | ||||
Q4 | 1.23 | (0.75–2.02 | 0.58 | 1.13 | 0.79–1.63 | 0.71 | ||
Residential mobilityb (quartilesa) | ||||||||
Q1 | 1.00 | Reference | 1.00 | Reference | ||||
Q2 | 1.12 | 0.72–1.73 | 0.94 | 0.67–1.33 | ||||
Q3 | 0.92 | 0.59–1.41 | 0.76 | 0.55–1.05 | ||||
Q4 | 0.69 | 0.43–1.12 | 0.12 | 0.57 | 0.40–0.80 | < 0.01 | ||
Household crowding (quartilesa) | ||||||||
Q1 | 1.00 | Reference | 1.00 | Reference | ||||
Q2 | 0.76 | 0.49–1.19 | 0.96 | 0.68–1.34 | ||||
Q3 | 0.61 | 0.39–0.96 | 0.67 | 0.48–0.95 | ||||
Q4 | 0.43 | 0.26–0.72 | < 0.01 | 0.60 | 0.42–0.86 | < 0.01 | ||
Percentage of multi-family housing unitsc (quartilesa) | ||||||||
Q1 | 1.00 | Reference | 1.00 | Reference | ||||
Q2 | 1.21 | 0.76–1.94 | 1.13 | 0.80–1.59 | ||||
Q3 | 1.05 | 0.66–1.68 | 0.77 | 0.54–1.11 | ||||
Q4 | 0.83 | 0.51–1.36 | 0.36 | 0.79 | 0.56–1.13 | 0.06 | ||
Street connectivity (gamma measured, quartilesa) | ||||||||
Q1 | 1.00 | Reference | 1.00 | Reference | ||||
Q2 | 0.83 | 0.53–1.30 | 0.84 | 0.60–1.18 | ||||
Q3 | 0.50 | 0.30–0.82 | 0.84 | 0.60–1.19 | ||||
Q4 | 0.65 | 0.40–1.05 | 0.02 | 0.73 | 0.51–1.04 | 0.1 | ||
Businesses (total number)e | ||||||||
Q1 | 1.00 | Reference | 1.00 | Reference | ||||
Q2 | 0.80 | 0.52–1.24 | 0.81 | 0.58–1.12 | ||||
Q3 | 0.50 | 0.31–0.81 | 0.78 | 0.56–1.09 | ||||
Q4 | 0.58 | 0.37–0.91 | < 0.01 | 0.67 | 0.47–0.94 | 0.02 | ||
Restaurant Environment Indexe, f | ||||||||
0 | 1.00 | Reference | 1.00 | Reference | ||||
T1 | 0.49 | 0.30–0.81 | 0.86 | 0.61–1.21 | ||||
T2 | 0.83 | 0.52–1.32 | 0.78 | 0.55–1.11 | ||||
T3 | 0.55 | 0.33–0.91 | 0.07 | 0.76 | 0.53–1.07 | 0.09 | ||
Food Retail Environment Indexe, g | ||||||||
0 | 1.00 | Reference | 1.00 | Reference | ||||
T1 | 1.02 | 0.53–1.96 | 1.11 | 0.71–1.74 | ||||
T2 | 1.10 | 0.58–2.08 | 1.01 | 0.65–1.57 | ||||
T3 | 0.95 | 0.48–1.85 | 0.90 | 1.08 | 0.69–1.71 | 0.96 | ||
Parks (total number) | ||||||||
0 | 1.00 | Reference | 1.00 | Reference | ||||
1–2 | 0.68 | 0.43–1.08 | 0.77 | 0.55–1.08 | ||||
3 | 0.54 | 0.29–0.99 | 0.73 | 0.47–1.12 | ||||
4 or more | 0.54 | 0.32–0.90 | 0.02 | 0.70 | 0.48–1.03 | 0.09 | ||
Farmers markets (total number) | ||||||||
0 | 1.00 | Reference | 1.00 | Reference | ||||
1 | 0.83 | 0.54–1.27 | 0.80 | 0.59–1.08 | ||||
2 or more | 0.98 | 0.58–1.66 | 0.76 | 1.00 | 0.66–1.53 | 0.72 | ||
Traffic density | ||||||||
Q1 | 1.00 | Reference | 1.00 | Reference | ||||
Q2 | 0.86 | 0.55–1.34 | 0.85 | 0.61–1.17 | ||||
Q3 | 0.86 | 0.55–1.35 | 0.79 | 0.57–1.10 | ||||
Q4 | 0.47 | 0.29–0.78 | < 0.01 | 0.73 | 0.52–1.03 | 0.06 |
Bold type indicates statistical significance at p < 0.05
MD medical doctor, RN registered nurse, ER emergency room, PSA prostate specific antigen, SES socioeconomic status, HR hazard ratio, CI confidence interval
Base Model adjusted for age, race/ethnicity, clustering of census block groups
Based on the quintile/quartile distribution for block groups/census tracts in California
Neighborhood residential mobility was measured as the percent of residents who lived in the same location from 1995 to 2000
Percentage of multi-family housing units was defined as the percentage of total housing units that are not single family dwellings (i.e., structures with more than 2 units)
Measures considered were median block length, median block size, total intersections, total street segments, the alpha measure (ratio of the actual number of complete loops to the maximum possible given the number of intersections), and the gamma measure (ratio of actual number of street segments to the maximum possible given the number of intersections). None of these measures were associated with overall survival at p < 0.05
Based on the quartile/tertile distribution among all study cases and controls
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
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 and controls with residential buffers with no businesses were included in the ‘0’ category