“…Transition metal oxides are used widely in the heterogeneous catalysis of gas-phase reactions such as alcohol oxidation, , selective reduction of NO x , , oxidative dehydrogenation of alkanes, and many others. − The acid–base properties of such materials often determine catalytic performance . Many metal oxides are semiconductors, and the type and concentration of majority charge carriers directly influence the acid–base properties. , Since doping can modify carrier concentration, quite a bit of attention has focused on adding altervalent elements to modify activity and selectivity. ,− However, the dopants can exert both chemical and electronic effects whose deconvolution is often difficult. Many laboratories have reported changes in reaction rate with doping level, but far fewer have demonstrated the systematic variation of reaction rate with carrier concentration. , Controlling this concentration in oxides is less straightforward than in other semiconductors such as Si and Ge, as not all dopant atoms are electrically active yet many native defects are.…”