Question

In: Statistics and Probability

The percent frequency distributions of job satisfaction scores for a sample of information systems (IS) senior...

The percent frequency distributions of job satisfaction scores for a sample of information systems (IS) senior executives and middle managers are as follows. The scores range from a low of 1 (very dissatisfied) to a high of 5 (very satisfied).

Job Satisfaction Score IS Senior Executives (%) IS Middle Managers (%)
1 5 4
2 9 10
3 27 13
4 42 46
5 17 27

If required, round your answers to two decimal places.

(a) Develop a probability distribution for the job satisfaction score of a randomly selected senior executive.
x f(x)
1
2
3
4
5
(b) Develop a probability distribution for the job satisfaction score of a randomly selected middle manager.
x f(x)
1
2
3
4
5
(c) What is the probability that a randomly selected senior executive will report a job satisfaction score of 4 or 5?
(d) What is the probability that a randomly selected middle manager is very satisfied?
(e) Compare the overall job satisfaction of senior executives and middle managers.
Senior executives appear to be more satisfied/less satisfied than middle managers.

Solutions

Expert Solution

The percent frequency distributions of job satisfaction scores for a sample of information systems (IS) senior executives and middle managers are as follows

Job Satisfaction Score IS Senior Executives (%) IS Middle Managers (%)
1 5 4
2 9 10
3 27 13
4 42 46
5 17 27

Total 100 100   

a) A probability distribution for the job satisfaction score of a randomly selected senior executive is given by

x f(x)
1 5/100=0.05
2 9/100=0.09
3 27/100=0.27
4 42/100=0.42
5 17/100=0.17

b) A  probability distribution for the job satisfaction score of a randomly selected middle manager is given by:

x f(x)
1    4/100=0.04
2 10/100=0.10
3 13/100=0.13
4 46/100=0.46
5 27/100=0.27

c) the probability that a randomly selected senior executive will report a job satisfaction score of 4 or 5 is = P(X=4)+P(X=5)

=0.42+0.17

=0.59

d) the probability that a randomly selected middle manager is very satisfied=P(X=5)

=0.27

e) The expected job satisfaction for the senior executive is given by:



The expected job satisfaction for the middle executive is given by:

Comparing the expected job satisfactions for two types of executives the Senior executives appear to be more satisfied satisfied than middle managers.


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