Use the Following to Answer the Question(s) Below

Multiple Choice

Use the following to answer the question(s) below.
A large pharmaceutical company selected a random sample of new hires and obtained their job performance ratings based on their first six months with the company. These data were used to build a multiple regression model to predict the job performance of new hires based on age, GPA and gender (female = 1 and male = 0) . The results of the analysis are shown below.
-Which of the following is the correct interpretation for the regression coefficient of Gender?

A) The regression coefficient indicates that the job performance score for a female will, on average, be 9.06 points higher than for males of the same age and GPA.
B) The regression coefficient indicates that the job performance score for a female will, on average, be 9.06 points lower than for males of the same age and GPA.
C) The regression coefficient indicates that the job performance score for a female will, on average, be 9.06 times higher than for males.
D) The regression coefficient indicates that the job performance score for a female will, on average, be 9.06 times lower than for males.
E) The regression coefficient indicates that the job performance score for a female will, on average, be 2.314 times lower than for males.