The White House will announce as soon as this month the creation of President Barack Obama's re-election campaign, with fund-raising likely to begin in March or early April, said officials involved in the planning.

The looming departure of three top White House officials has brought into early focus the contours of the election effort—and has surfaced concern from some Democrats that Mr. Obama is beginning too soon.

Democratic...