The answers below are deliberately short. Each topic has its own guide with the reasoning, the figures and the sources. If your question is not here, the form at the foot of the page reaches the publisher, who replies by email.
A pattern runs through them. The physics of a heat pump is settled and well understood; what varies is how well a system is designed and run for a particular home. That is why answers here so often say "it depends", and then say what it depends on.