For a reaction to take place between two particles, they must collide with enough energy to break bonds.The collision must also take place between the parts of the molecule that will react together, so orientation has a part to play. For the particles to have enough energy to break bonds, they need to be moving fast. So, for a fat reaction rate you need plenty of rapidly moving particles in a small volume.