Raising the temperature speeds up the rate of the chemical reaction by increasing what?

Answer: by increasing the kinetic energy, which means increasing the speed of the molecules and the number of collissions per scond.

More collisions with more energy results is more efective collisions, i. e. collisions that results in the transformation of reactants into products.