* We wish to thank Hector Mejia at DANE and Andreas Blom at the World Bank for providing us with the data. We are also grateful to Cristina Gamboa, Adriana Kugler, Jairo Nunez Mendez, and Ximena Pena for answering our numerous questions about the data and the Colombian reforms, and to Ravi Kanbur for useful comments and suggestions at an earlier stage of this project. Goldberg gratefully acknowledges financial support from the Alfred P. Sloan Foundation through a Faculty Research Fellowship.
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