Hi Hanna,
To the best of my knowledge and memory, I would say kcat/Km is the specificity constant. Catalytic efficiency should depend primarily on kcat, as Km only dictates the propensity of enzymes to bind to substrates (and does not dictate catalysis itself).
I hope this helps!