In general, students who attend private universities come from higher socioeconomic families than those who attend public universities. A sociologist selects a random sample of students from each type of university and finds that the students from the public university sample have higher socioeconomic backgrounds than those from the private university sample. Given that this result is contrary to actual population fact, what type of error did this study lead to—Type I or Type II? Explain your answer.