The primary motivation for using lanthana doped magnesia in catalysis is to improve the basicity and thermal stability of the catalyst. Lanthana, a rare earth oxide, is known for its strong basic properties and high thermal stability. When doped into magnesia, it can enhance the catalytic performance of MgO by increasing its basic sites and improving its resistance to sintering and deactivation at high temperatures.