How can I set value of a two options set field using JavaScript

Xrm.Page.getAttribute("new_isapproval").setValue(false);

When I try to set alert in the code as the retrieved value, it gives false value but when the form loads the fields value is still Yes(true).

Any suggestions would be highly appreciated.