Determined: (1) if traditional variables predict performance of black Americans in first-year chemistry at a traditionally black institutions (if so, what is the predictive procedure?); (2) if predictive power for males differs from females; and (3) what implications can be drawn from comparison of this study with past investigations. (JN)