I believe that this particular schoalrship is open only to applicants from developing countries. While it is not so spelled out on the world bank's website, it is written explicitly on the websites of partnership programs like HKS MPA/ID. You can see it here:
http://www.hks.harvard.edu/degrees/masters/mpa-id/jjwbgsp