Depends on a lot of things when to change over, your installer should have did the math for you.
you need to look at the cost of your electricity and the cost of your heat (per btu after losses) and where your hp unit starts to cost more money to run than your fueled heat source.
What happens in most systems is your HP stops making enough energy to satisfy the load so you need to switch anyway. can be anywhere, most are 19 degrees to 30. I tell customers that dont opt for an automatic thermostat to switch to solid fuel when they notice they see frost outside in the morning, the amount you will waste switching between the two on and off once you initially switch is more than you will save. Leaving a boiler battery full of hot water because the outdoor temp rose to 35 when the sun came out to run a heat pump,, makes no sense...