This paper proposes an extension to Moreira's (2013a,b) approach as a method for measuring the structural credibility of monetary policy under inflation-targeting regimes using the main determinants of expected inflation and Kalman filtering with calibration parameters. Such a method is exempted from some of the restrictions found in existing credibility indexes, such as in Cecchetti and Krause (2002). The proposed approach was applied to the Brazilian case as an illustration and yielded robust results, demonstrating that there exists a mutual dynamic relationship between expected inflation, observed inflation, and credibility behavior over time.