Oxygen can be introduced into catalytic systems from various sources such as molecular oxygen (O2), metal oxides, and peroxides. The choice of oxygen source can affect the reaction pathway and the stability of the catalyst. For instance, using metal oxides can provide a more controlled release of oxygen compared to gaseous O2.