Two studies used experimental data to evaluate nonexperimental methods of program evaluation for employment and training programs. Results of both studies indicated that the nonexperimental methods might not accurately replicate the experimental estimates. Also, new methods for constructing comparison groups yielded little improvement over conventional economic procedures. (GDC)