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.ber).