In general, in extremely cold times like there, there is a much larger temperature difference between the inside and outside of a home compared to warm summer days, so more work has to be done to maintain that difference.
Heat pumps (where gas furnaces are not used as a primary heat source) also tend to be less efficient at very low temperatures. As a result, performance may be inadequate and electrical heat will be used as a backup, which is even less efficient.
At my parents home in the middle of Alabama right now, their gas furnace at nearly an 80% duty cycle can barely maintain a internal temperature in the mid 60s, and so they’re also using space heaters in a bedroom for comfort.
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