You should post it with ajax, this will stop it from changing the page, and you will still get the information back.
$(function() {
$('form').submit(function() {
$.ajax({
type: 'POST',
url: 'submit.php',
data: { username: $(this).name.value,
password: $(this).password.value }
});
return false;
});
})