Aegis Inc. is a home inspection firm based in the Northern Virginia area. The President of the company, Ms. Rose Wilson, is concerned about the morale of the sales team. Ms. Wilson had contracted a local firm to survey the employees of Aegis Inc. and the results were delivered to her in an EXCEL spreadsheet. She has tasked her Vice President of Human Resources, Mark Wolfe, to analyse the results of the survey and to report the results to her. Ms. Wilson told Mark that she was concerned about the attitudes of the sales force. In addition to the questions that were asked some additional data were recorded: the most recent base annual salary, commission and total pay, the years of seniority, the sales region of the individual, the gender (0=male, 1=female) and the number of contracts written in the pay period.
The survey instructions indicated that the first 5 questions were measured using a 5-point scale using the following key: 1 = strongly disagree, 2 = disagree, 3 = neither agree nor disagree, 4 = agree, 5 = strongly agree. The questions were as follows:
Q1: Aegis Inc. has a good mentoring program
Q2: Aegis Inc. is committed to delivering good value to customers
Q3: Aegis Inc. has very traditional and conservative values
Q4: Aegis Inc. company practices favor men
Q5: Aegis Inc. has a lot of internal power politics.
The final question used a 1-10 scale:
Q6: On a numeric scale, where 0 means totally autocratic and 10 means totally democratic, how would you rate the management style at Aegis Inc.?
There are only 2 divisional managers for Aegis Inc. The geographic regions of the sales team are as follows:
Region Number Divisional Manager Area Size of Sales Force
1 A South East 60
2 A North East 93
3 A Midwest 59
4 B South West 49
5 B Mountain States 80
6 B West Coast 67
Total 408
Region 4 was only established eight months ago. Prior to that time, the branches were part of Regions 1, 5 and 6.
Answer the following advanced questions involving Inferential Statistics
1.Is there a difference in the mean, mode, median, variance, standard deviation, high value, low value and range for years of seniority, base salary, commission and total salary for your SAMPLE and the POPULATION for each of the two divisions (A and B). Here you need to determine how many employees from the population and the sample are in division A and B. Then you need to compare the sample and population statistics. Suggestion: Use the Excel Descriptive statistics function. Discuss fully.