Context Word: clothing. 
Question: PersonX had really modest tastes in clothing while PersonY loved luxury; when they went shopping, _ spent their money at Goodwill. 
Answer: PersonX
PersonX had really modest tastes in clothing while PersonY loved luxury; when they went shopping, _ spent their money at Prada.