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Household Automobile Patterns

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Household Automobile Patterns

Next to spending on shelter ($14,500) Canadian households spend on average annually almost $10,000 on transportation. If depreciation of vehicles and 50 years of vehicle usage time in the household's lifetime are considered, it is evident that the cost of transportation is the most costly household expense. The auto recession has put a dent on the household purchase of new vehicles, but lead to a boom of automotive aftermarket. Understanding consumers' automobile usage behavior will help business gain competitive edge in the service and parts business around the automotive aftermarket.

We analyzed the semi-annual Return-to-Sample Survey of Bureau of Broadcast and Measurement and data mined patterns and key drivers among consumers' automobile usage behaviours. Combining the long term predictors like age, education, culture, life stage and lifestyle with consumers' preference, attitudes and geographic data, we developed nonlinear and non-parametric models and derived propensity scores of consumers' choices and usages of automobiles and services.

Household Automobile Patterns describe 360 attributes about household automobile usage behaviours, including the following major categories:

  • Household spending on transportation
  • Number of vehicles in household
  • Annual kilometers driven
  • Make of mostly driven vehicle, e.g., Buick, Cadillac, Volvo, ...
  • Type of often driven vehicle, e.g., sedan, coupe, minivan, ...
  • Year of manufacture of often driven vehicle
  • Purchase of vehicles: new or used
  • Value of vehicles
  • Satellite radio in vehicles
  • Automobile service club
  • Maintenance: repair and body work
  • Maintenance: oil change, paint work, repair of transmission, brakes, windshield, ...
  • Most recent visited service centres
  • Frequent visited gas stations
  • Car rentals.

Household Automobile Patterns will enable you gain insight into consumer purchase and usage behavior of automobile so that you can engage them both before and after purchase of their vehicles.

Key Attributes  
Records 751,030
Variables 360
Currency 2009
Geography Six-digit postal code
Updates Annually
Coverage National

 

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