A vehicle is configured to perform at least one action (e.g., control of acceleration or navigation of the vehicle) based on analysis of data that is collected regarding a user of the vehicle. In one embodiment, the data is collected from various sources (e.g., computing devices associated with the user) prior to usage of the vehicle by the user. For example, data may be collected from an intelligent appliance located in a building or other fixed structure in which the user lives, or in which the vehicle is stored or charged. The data collected from the fixed structure may relate to activities performed by the user while inside the fixed structure and/or relate to data associated with electronic communications of the user.