What kind of mechanism is adopted here?
It is likely to be due to the different amounts of partial positive charge which exist on the carbonyl carbon. 

We can consider for example the rate of reaction of a given amine (such as aniline) with the acid chloride, acid anhydride and an ester such as the methyl ester. The partial positive charge argument would explain this reactivity series.