Table 1. Hierarchical distribution of predictors.
Hierarchy | Type of Measures | Examples of Derived Variables | Instrument |
Neighbourhood Level Variables | Urban Design | Grid-Pattern | Urban Planning |
Fractured Grid Pattern | |||
Curvilinear | |||
Built Environment | Diversity of Destinations Density of Destinations Safety from Traffic Safety from Crime Attractiveness Pedestrian Access Universal Accessibility Activity Friendliness |
Observation Tools: Neighbourhood Active Living Potential and Irvine Minnesota Inventory |
|
Neighbourhood Social Environment | Dwelling Value Dwellings per Acre Household Income |
2006 Statistics Canada Census and G5 2010 Census Projections |
|
Individual Level Variables | Children's Perception of Household, Neighbourhood, Peer and Parental factors | Transportation Support from Family Peer Support to Walk or Bike Household Socioeconomic Status Parents' Education |
Smart Cities Healthy Kids Questionnaire |
Activity Measures | Moderate to Vigorous Physical Activity Light Physical Activity Sedentary Behaviour |
Accelerometry |
Note: Data obtained from built environment tools, census data and the smart cities healthy kids questionnaire were utilized to derive variables which were distributed on a numerical scale specific to each measure. Thereafter, exploration of each variable's distribution was conducted; all variables were converted into categorical variables by uniformly dichotomizing each variable's scale at the 50th percentile.