Motivation analysis involves examining the underlying reasons and drivers that compel individuals or groups to act in certain ways, often used in organizational settings to enhance performance and engagement. It combines psychological theories and empirical data to identify and leverage motivational factors that can lead to improved outcomes and satisfaction.