Has a new appliance such as a larger TV, a computer, or a DVR been added to the home? Are appliances being used more often? Has there been a lifestyle adjustment to keep the house warmer? Perhaps a hot tub or spa? Maybe teenagers are taking longer showers? Maybe you've had visitors staying in your home? All of these changes can contribute to higher energy use.
