CHAPTER 7 CELLULAR RESPIRATION AND FERMENTATION
Scientific Skills Exercise
Teaching objective: Students will practice making a bar graph with categorical data in this
exercise. The students are then encouraged to think of a biological explanation for the data
pattern.
Teaching tips: A version of this Scientific Skills Exercise can be assigned in MasteringBiology.
When faced with data that fall into categories instead of along a continuum, many students will
students make the graph several times, changing the order that the categories align on the x-axis,
will demonstrate that the pattern will change if points are connected but not if left separate. Some
astute students may argue that in this example, the cells with low, normal, and elevated thyroid
hormone levels represent a continuum of thyroid hormone levels and can be treated as
continuous data. In this case, challenge them to assign numerical values to the hormone levels
and they will see that in the absence of actual hormone data, the cell types must be treated as
non-continuous categories. However, it is logical to put the categories in order from low to high
hormone levels.
Answers:
1. (a) The researchers intentionally varied the thyroid hormone level, which is therefore the
independent variable and should be put on the x-axis. The data should be shown in the categories
2.