Why won't my furnace turn off and how can I fix this issue?

If your furnace won't turn off, it could be due to a faulty thermostat, a clogged air filter, or a malfunctioning limit switch. To fix this issue, try adjusting the thermostat settings, replacing the air filter, or contacting a professional HVAC technician for further inspection and repair.