This paper discusses the connotations between the learning outcomes of economically disadvantaged students and time factors. We recruited 1,053 economically disadvantaged students from a private university as participants and collected their mean scores in professional courses for 4 years. After observing the initial learning outcomes and academic growth rates of the students, this study concluded that counseling satisfaction had a cross-level moderating effect on learning outcomes. Additionally, the learning outcomes of economically disadvantaged students in professional courses exhibited decelerating growth with time, whereas cross-level counseling satisfaction had a significant influence and moderating effect on academic growth rate.