Instructions for assignment file 2 of 3 Overview You need to submit a word file with the answers to 9 questions. You must use the datasets in file 1 and the automatic dataset summarizer to get the...

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Answered Same DayJan 29, 2021BUS104University of the Sunshine Coast

Answer To: Instructions for assignment file 2 of 3 Overview You need to submit a word file with the answers to...

Sourav answered on Jan 31 2021
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Assignment Report
Question 1
Option 1
a) For Call Center 1
    Original staff or replacement staff?
     Mean of 'Median Call time'
    replacement
    2.88
    Original
    3.33
    
    
    Difference in Means
    0.45
From the table we see that difference in means of “Median call time “ for replacement and original staff is 0.45
b) For Call Center 2
    Original staff or replacement staff?
     Mean of 'Median Call time'
    replacement
    2.8
5
    original
    3.37
    
    
    Difference in Means
    0.52
From the table we see that difference in means of “Median call time “ for replacement and original staff is 0.52
c) Comparison
From the result in Part a and Part b we see that the difference in mean of “Median call time for Call Center 1 is less than Call Centre 2
Question 2
a) For Call Center 1
    Count of median above 3 minutes?
    Median above 3 minutes?
    
    
    Original staff or replacement staff?
     no
     yes
    Grand Total
    Original
    24.53%
    75.47%
    100.00%
    replacement
    59.62%
    40.38%
    100.00%
    Grand Total
    41.90%
    58.10%
    100.00%
    
Difference in proportions of median above 3 minutes
    35.09%
From the above table we see that 75.47% of original staff have median time above 3 minute while only 40.38% of replacement staff have median time above 3 minute.
b) For Call Center 2
    Count of median above 3 minutes? 2
    Median above 3 minutes? 2
    
    
    Original staff or replacement staff? 2
     no
     yes
    Grand Total
    Original
    19.05%
    80.95%
    100.00%
    replacement
    62.86%
    37.14%
    100.00%
    Grand Total
    40.95%
    59.05%
    100.00%
    
Difference in proportions of median above 3 minutes
    43.81%
From the above table we see that 80.95% of original staff have median time above 3 minute while only 37.14% of replacement staff have median time above 3 minute.
c) Comparison
From part (a) and Part (b) we see that Call Center 1 has less Difference in proportions of median above 3 minutes as compare to Call Centre 2
Question 3
a) For Call Center 1
    Correlation between “median call time?” and “number of complaints?”
    0.91614005
b) For Call Center 2
    Correlation between “median call time?” and “number of complaints?”
    0.857527651
c) Comparison
From the above two results we see that Correlation between “median call time?” and “number of complaints?” have more for Call Centre 1 as compare to Call Centre 2
Question 4
    Original staff or replacement staff?
    Sample Size
     Mean of 'Median Call time'
    Z Score
    replacement
    106.00
    2.88
    -0.106381119
    Original
    104.00
    3.33
    0.300085763
For the original staff the zscore of sample mean if population mean is 3 and population standard deviation is 1.1 is 0.30008
And for the replacement staff the zscore of sample mean if population mean is 3 and population standard deviation is 1.1 is -0.10638
Question 5
    Original staff or replacement staff?
    Sample Size
    
    
    original
    106
    
    
    replacement
    104
    
    
    Grand Total
    210
    
    
    
    
    
    
    Count of median above 3 minutes?
    median above 3 minutes?
    
    
    Original staff or replacement staff?
    no
    yes
    Grand Total
    original
    24.53%
    75.47%
    100.00%
    replacement
    59.62%
    40.38%
    100.00%
    Grand Total
    41.90%
    58.10%
    100.00%
    
    
    
    
     
    Lower Limit
    Upper Limit
    
    95% confidence interval of the population proportion for original staff
    0.673123427
    0.836876573
    
    95% confidence interval of the population proportion for replacement staff
    0.305844646
    0.494155354
    
Question 6
a) For Call Center 1
T-Test
    Group Statistics
    
    Original_staff_or_replacement_staff
    N
    Mean
    Std. Deviation
    Std. Error Mean
    Median_call_time
    Replacement
    104
    2.88
    .363
    .036
    
    Original
    106
    3.33
    .403
    .039
    Independent Samples Test
    
    
    Levene's Test for Equality of Variances
    t-test for Equality of Means
    
    
    
    
    
    
    F
    Sig.
    t
    df
    Sig. (2-tailed)
    Mean Difference
    Std. Error Difference
    Median_call_time
    Equal variances assumed
    2.563
    .111
    -8.440
    208
    .000
    -.447
    .053
    
    Equal variances not assumed
    
    
    -8.448
    206
    .000
    -.447
    .053
From the above table we see that the mean of the median time for Replacement staff is 2.88 and for original staff is 3.33....
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