BET EL MILITARY BASE, West Bank -- Israel's military, taking a page from the Pentagon's counterinsurgency playbook, has changed tactics in the West Bank by emphasizing improvements in Palestinian living conditions, rather than focusing solely on killing and capturing militants.

The shift, however, is threatened by personnel changes: Three generals who were instrumental in planning it are on the way out.

Under...