This paper examined two main factors in the defining of achievement test objectives, namely, language ability hypothesis and language teaching situation. It proposed that a hypothesis of compound language ability for CET4 (College English Test Bank 4)   is a realistic and wise choice in view of the contemporary college English teaching in China. The hypothesis was partly confirmed by a study of factor analysis that used a large sample over a span of 30 years.