Households with individuals over 55 or between 19 and 35 years old recorded lower
electricity consumption, while pet owners showed higher consumption. Contrary to some previous
studies, we observed no significant correlation between electricity consumption and income level, home
ownership, or building age. Some otherwise energy-efficient features such as energy-efficient appliances,
programmable thermostats, and insulation were correlated with slight increase in electricity
consumption.