Set value of Direction field in PhoneCall Entity Form Using JavaScript WebResource

I am required to set the value of Direction field on PhoneCall Entity form, when it is loaded to "Incoming."

I am using following code:

Xrm.Page.getAttribute("directioncode").setValue("Incoming");

but this doesn't set field value to Incoming, instead it places "--" in the Direction field.

How this can be achieved?