We study the effect of conspicuous consumption on social status in an online virtual world. Based on previous literature, we hypothesize that purchases of rare items can confer higher social status. We test this effect at the German Habbo Hotel, an online social network with more than 1.5 million registered users. Using propensity scoring algorithm, we separate the selection effect (e.g., more ...