In the steelmaking process, MgAl 2 O 4 spinel inclusions diminish steel qualities and cause nozzle clogging based on the high melting point and low deformation of MgAl 2 O 4. Typically, MgAl 2 O 4 spinel inclusions are generated from Al 2 O 3 inclusions with increasing MgO content, meaning ladle treatment does not represent an equilibrium state. However, complex reactions simultaneously occur between molten steel, slag, inclusions, refractory, and alloying elements during ladle treatment. Therefore, it is necessary to develop a kinetic model to predict compositional changes in molten steel, slag, and the inclusions during ladle treatment. Such a kinetic model must be able to simulate the generation of MgAl 2 O 4 spinel inclusions from Al 2 O 3 to control such inclusions. Additionally, MgAl 2 O 4 spinel inclusions can evolve into MgO-rich inclusions with gradually increasing MgO content in Mg-Al-based inclusions. In this study, we developed an enhanced kinetic model based on a coupled reaction model with the compositional changes in Mg-Albased inclusions. We also investigated the influence of the CaO/SiO 2 ratio in slag on the generation of spinel inclusions under industrial conditions for a 210-ton steel sample.