TY - JOUR AU - Imbens,Guido AU - Lemieux,Thomas TI - Regression Discontinuity Designs: A Guide to Practice JF - National Bureau of Economic Research Technical Working Paper Series VL - No. 337 PY - 2007 Y2 - April 2007 UR - http://www.nber.org/papers/t0337 L1 - http://www.nber.org/papers/t0337.pdf N1 - Author contact info: Guido Imbens Department of Economics Littauer Center Harvard University 1805 Cambridge Street Cambridge, MA 02138 Tel: 617/384-7485 Fax: 617/495-7730 E-Mail: imbens@fas.harvard.edu Thomas Lemieux Department of Economics University of British Columbia #997-1873 East Mall Vancouver, BC V6T 1Z1 Canada Tel: 604/822-2092 Fax: 604/822-5915 E-Mail: tlemieux@interchange.ubc.ca AB - In Regression Discontinuity (RD) designs for evaluating causal effects of interventions, assignment to a treatment is determined at least partly by the value of an observed covariate lying on either side of a fixed threshold. These designs were first introduced in the evaluation literature by Thistlewaite and Campbell (1960). With the exception of a few unpublished theoretical papers, these methods did not attract much attention in the economics literature until recently. Starting in the late 1990s, there has been a large number of studies in economics applying and extending RD methods. In this paper we review some of the practical and theoretical issues involved in the implementation of RD methods. ER -