We will discuss some recent advances in quantum dynamic studies of several complex-forming reactions, such as H + O2 → OH + O and O + H2 → OH + H. Calculated differential and integral cross sections shed much light on mechanisms of these reactions. We will address important dynamic issues such as non-adiabatic transitions and statistical nature of the reactions.