Which of the following statements is true about Type I and Type II errors?
A)Type I errors are always more serious.
B)Type II errors are always more serious.
C)Type I and Type II errors are always equally serious.
D)Which error is more serious will vary from study to study depending on the value judgments that we make.

Question

Quizplus · Accepted Answer

The seriousness of Type I and Type II errors will vary depending on the context of the study and the value judgments that we make. In some situations, making a Type I error (false positive) could lead to serious consequences, such as a patient unnecessarily undergoing a risky medical procedure. In other situations, making a Type II error (false negative) could be more serious, such as a disease going undetected and untreated. Therefore, it is important to consider the specific circumstances of a study when determining which type of error is more serious.

Which of the Following Statements Is True About Type I