Asked by Robyn Brown on Jun 05, 2024
Verified
Read the following scenario and select the correct answer. There is a large range of starting salaries among software engineers.Sample statistics have been collected to determine if patterns emerge that can help explain this variability.It was found that the mean starting income for men is $42,000 and the mean starting income for women is $52,000.What conclusions can you make from this information?
A) The difference between mean starting salary for men and women is not random.
B) Women are more qualified than men.
C) Men are not compensated fairly.
D) It would be inappropriate to draw conclusions without first formulating a hypothesis and testing that hypothesis.
Starting Salaries
The initial compensation that an employee receives when starting a new job, often determined by industry standards, job function, and experience level.
Software Engineers
Professionals who apply engineering principles to the design, development, maintenance, testing, and evaluation of the software and systems that make computers or anything containing software, like chips, work.
Mean Starting
The initial average value from which a process or calculation begins or is derived.
- Develop an understanding of formulating hypotheses based on sample statistics and population parameters.
Verified Answer
MN
Marie NguyenJun 09, 2024
Final Answer :
D
Explanation :
The information provided does not include details on sample size, variance, or potential confounding factors. Without a hypothesis and a statistical test to determine the significance of the observed difference, it is inappropriate to draw conclusions about the cause of the salary disparity.
Learning Objectives
- Develop an understanding of formulating hypotheses based on sample statistics and population parameters.