This document proposes a new method for determining mode shapes of dynamic systems using wavelet transform of free vibration data. The method requires time signals of responses and known natural frequencies as input. A Morlet wavelet function with an adjusting parameter is used to identify natural frequencies and damping ratios. The extracted mode shapes are then scaled using a mass change method. The validity of the method is demonstrated through numerical and experimental case studies.