Skip to main content
. 2011 Aug;101(8):1466–1473. doi: 10.2105/AJPH.2010.300111

TABLE 2.

Hierarchical Linear Model Results on the Relationship Between Fruit and Vegetable Consumption and Individual Characteristics, Social Processes, and Environmental Perceptions: Denver, CO, 2006–2007

Bivariable Relationships, B Multivariable Relationships, B
Null Model A Model B Model C
Compositional variables
    Gender (Ref: men) −0.25
    Race/ethnicity (Ref: non-White) −0.82**
    Education (Ref: < college degree) −1.26*** −1.14*** −0.82** −0.78**
    Public assistance (Ref: received assistance) −0.53**
    Age 0.01**
Health behaviors and health conditions
    Physical activity, h/wk 0.04*** 0.04** 0.03** 0.03**
    Body mass indexa −0.05**
    Self-rated healthb 0.27**
Perceived psychological, social, and environmental conditionsc
    Neighborhood attachment 0.31**
    Social support −0.25
    Social involvement 1.38*** 0.78** 0.63**
    Perceived neighborhood aesthetics 0.89*** 0.38** 0.29
Gardening (Ref: nongardener)
    Community gardener 1.74*** 0.96**
    Home gardener 0.70** 0.16
ρ (intraclass correlation) 0.07 0.00 0.00 0.00
Intercept 4.5 4.2 2.9 3.0
−2 log likelihood 1921 1866 1857 1852

Note. Total sample was 436 participants. Models A through C: the final models with significant variables are presented for each domain and retained in subsequent models. Model A includes health covariates. Model B includes social and psychological covariates. Model C includes all significant variables from models A and B in addition to the gardening variable.

aBody mass index is defined as weight in kilograms divided by self-reported height in meters squared.

bSelf-rated health rates are on a scale of 1 (poor) to 5 (excellent).

cNeighborhood attachment scale measures the individual's degree of attachment to the neighborhood s/he is living in. Social support measures involvement. Social support measures individual's interactions with friends, family, and neighbors. Social involvement measures individual's involvement in neighborhood and community activities. Neighborhood aesthetics measures individual's perceptions of neighborhood attractiveness.

*P ≤ .1; **P ≤ .05; ***P < .001.