why does submit button refresh page code example

Example 1: how to make form not reload page

<form onsubmit="return false">
</form>

Example 2: submit() refreshes the page

<form onsubmit="return false;">Form stuff in here</form>

Example 3: make submit button not refresh page

If possible, change it to a normal button