The article discusses how to choose the right test statistic for research. Different tests like Z-test, t-test, F test, and Chi-square test are used for different purposes. Z-test and t-test compare means, F test compares more than two means, and Chi-square test checks for independence and goodness of fit in categorical data. Choosing the right test statistic is crucial for getting accurate results in hypothesis testing.