Strong or mighty hand
Here’s what it means
Powerful action, force, or demonstrated authority.
Why the Bible says it this way
God's mighty hand especially describes his effective power in delivering Israel and defeating opposition.
An idiom is a familiar phrase whose meaning comes from the whole expression, not from reading each word by itself.