4. The level of measurement for each item on the employment application:
(a) Highest grade level completed - ordinal
(b) Year of college graduation - interval
(c) Gender - nominal
(d) Number of years at last job - ratio
5. (a) The variables under study are attendance and grades.
(b) The data in the study are the percentages of attendance and the corresponding grades received by the students.
(c) Descriptive statistics are used to describe the relationship between attendance and grades.
(d) The population under study is the students at Unity University.
(e) Yes, a sample was collected from the students at Unity University.
(f) Based on the information given, there is a positive relationship between attendance and grades. The more a student attends class, the more likely they are to receive a higher grade. Improving attendance can increase the opportunities for learning and improve grades. However, it is important to note that attendance is not the only factor that affects grades in a course.



