They will falsely tell you it is optional (even the NHI branch). But if you are employed and give the employer the new ID number. Employer will start to pay your health insurance under the new number and NHI will cancel your old card (your employer will tell you to get a new card).
That will be another mandatory 200 NTD (plus a pass photo)
