Question

Recently, students in a marketing research class were interested in the driving behavior of students. Specifically, the marketing students were interested in finding out if exceeding the speed limit was related to gender. The study will use 0.05 as the significance level. They collected the following responses from 100 randomly selected students.

What statistical test should be used to analyze the relationship between exceeding the speed limit and gender in this study?
a) Chi-square test
b) t-test for independent samples
c) ANOVA
d) Pearson correlation

Answer 1

The Chi-square test should be used to analyze the relationship between exceeding the speed limit and gender in this study.

Step-by-step explanation:

The statistical test that should be used to analyze the relationship between exceeding the speed limit and gender in this study is the Chi-square test. The Chi-square test is used to analyze categorical data and determine if there is a significant association or relationship between two variables. In this case, the variables are exceeding the speed limit (categorical) and gender (categorical), making the Chi-square test appropriate for analyzing their relationship.