As a researcher, you want to know if reaction times change following consumption of alcohol. You obtain a random sample of 150 college students (age 21+). At baseline, you measure their reaction time on a task that requires them to press a button each time they hear a specific sound. Baseline reaction time is measured at 0.89 seconds (s = 0.15). After consuming a specified amount of alcohol, you ask them to repeat the reaction time test. This time, reaction time is recorded with a mean of 1.03 seconds (s = 0.23). Which test would you use to determine if the students' reaction time was significantly different following the consumption of alcohol?
a. Odds Ratio
b. One-sample t-test
c. One-sample z-test
d. Paired sample t-test
e. Relative Risk
f. Correlation/Simple Linear Regression
g. One-Way ANOVA
h. Independent Samples t-test