A process for the hydrogenolysis of glycerol comprising feeding a feed composition comprising glycerol to a reaction zone and reacting the glycerol with hydrogen in the presence of a catalyst composition in the reaction zone to form a reaction product comprising propylene glycol and/or ethylene glycol, wherein the catalyst composition comprises a catalytically active component comprising a metal selected from the group consisting of chromium, cobalt, nickel, copper, zinc, ruthenium, rhodium, palladium, silver, rhenium, osmium, iridium, platinum, gold, and any combination thereof and a catalyst support comprising a shaped porous carbon product comprising carbon black.