Samantha goes to the grocery store to make her monthly purchase of ginger ale. As she enters the soft drink section, she notices that the price of ginger ale has increased 15 percent, so she decides to buy some peppermint tea instead. To which problem in the construction of the CPI is this situation most relevant?

a. substitution bias

b. introduction of new goods

c. unmeasured quality change

d. income effect