This paper proposes a method to estimate the NAIRU for the U.S. It shares the notion of Estrella and Mishkin (1999) that defines the NAIRU as a leading indicator of inflation changes over the policy horizon. Our alternative construction offers a more theoretically sound and practically useful estimate of the NAIRU.