The main goal of this study was to illustrate and provide some direction for dealing with the complexities of propensity score matching within different multilevel contexts. Special attention is given to how procedures typically applied in a non-hierarchical setting may be modified to properly reduce the expected bias in the estimated treatment…

Presented at the Annual Dream Deferred Conference in Los Angeles, CA in April 2008. This presentation explores the participation and performance of African American students in the SAT and AP programs and use data to inform ways to better support and encourage achievement and college success.

Presented at the Knowledge Is Power Program (KIPP) School Summit in San Antonio, TX in July 2008. This presentation explores the participation and performance of African American students in the SAT and AP programs and use data to inform ways to better support and encourage achievment and college success.

Public education in Alabama is moving in the right direction and is poised to be a national model for the college and career readiness of its students. Through some of the most challenging financial circumstances, public education in Alabama has continued to show great promise in many areas, including reading, math, and science. The success of…