Step 1 :A confidence interval is a range of values, derived from a statistical calculation, that is likely to contain the value of an unknown parameter. In this case, the parameter is the mean drive-through service time.
Step 2 :The confidence level of $80 \%$ means that if we were to repeat this process many times, we would expect the true mean to fall within this interval $80 \%$ of the time.
Step 3 :Therefore, we can be $80 \%$ confident that the mean drive-through service time is between 168.5 seconds and 171.9 seconds.
Step 4 :\(\boxed{\text{The correct answer is B. One can be } 80 \% \text{ confident that the mean drive-through service time of this fast-food chain is between 168.5 seconds and 171.9 seconds.}}\)