In a field house on a balmy mid-November evening, principals and district leaders here were waiting for prospective teachers to stop by so they could make their pitch: Come work for us. We need you.

Teachers, on average, are not likely to recommend their profession to a loved one. Just 21 percent of teachers say they are likely to advise their own children—or the children of close family members ...