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Standard models in macroeconomics and development economics imply that growth in the aggregate enhances welfare for everyone in the economy. I show that instead, if economic growth is biased toward the consumption bundle of the rich, the welfare of the poor may fall. I document the relevance of this mechanism during the latter part of the Twentieth Century by showing that new information technology disproportionately benefited sectors consumed by the rich.