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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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 descriptive statistics that are used questions 1 to 5 and the inferential statistics that are used in question 6 to 8. The word count can be less than 1500 words if you are giving answers that demonstrate you have understood the material. File 1 Dataset overview Each student is given two datasets, students MUST use the datasets they are given, They CANNOT use datasets they make themselves or take from other sources. one dataset is information about each staff member in call centre 1. one dataset is information about each staff member in call centre 2. Each of the datasets consists of the following variables, *Original staff or replacement staff? Is the staff member one of the original staff or replacement staff, this is a categorical variable. *Median call time?, The duration of each of the staff member’s calls is recorded and the median call time is calculated, this is a quantitative variable. *Median above 3 minutes? This is a categorical variable because the possible answers are yes or no. *Number of complaints? The number of complaints lodged against the staff member, this is a quantitative variable. For the original staff it is the number of complaints in their last month in for the replacement staff it is the number of complaints in the first month question 1 THERE ARE TWO OPTIONS FOR QUESITON 1 JUST PICK ONE OPTION OPTION 1 a) Just using the information for call centre 1 i) Paste in descriptive sample statistics that let you investigate the relationship between the variables “Original staff or Replacement staff?” and “median call time?” using the sample ii) Use the output in part (i) to describe the relationship between the two variables, your discussion must use one of the following sample statistics Difference between sample means - Difference between sample proportions - correlation coefficient r b) Just using the information for call centre 2 i) Paste in descriptive sample statistics that let you investigate the claim there is a relationship between the variables “Original staff or Replacement staff?” and “median call time?” ii) Use the output in part (i) to describe the relationship between the two variables, your discussion must use one of the following sample statistics Difference between sample means - Difference between sample proportions - correlation coefficient r c) Compare the results in parts (a) and (b) OPTION 2 a) Just using the information for call centre 1 i) Paste in descriptive sample statistics that let you investigate the relationship between the variables “Original staff or Replacement staff?” and “number of complaints?” using the sample ii) Use the output in part (i) to describe the relationship between the two variables, your discussion must use one of the following sample statistics Difference between sample means - Difference between sample proportions - correlation coefficient r b) Just using the information for call centre 2 i) Paste in descriptive sample statistics that let you investigate the claim there is a relationship between the variables “Original staff or Replacement staff?” and “number of complaints?” ii) Use the output in part (i) to describe the relationship between the two variables, your discussion must use one of the following sample statistics Difference between sample means - Difference between sample proportions - correlation coefficien r c) Compare the results in parts (a) and (b) question 2 a) Just using the information for call centre 1 i) Paste in descriptive sample statistics that let you investigate the relationship between the variables “Original staff or Replacement staff?” and “Median above 3 minutes?” using the sample ii) Use the output in part (i) to describe the relationship between the two variables, your discussion must use one of the following sample statistics Difference between sample means - Difference between sample proportions - correlation coefficient r b) Just using the information for call centre 2 i) Paste in descriptive sample statistics that let you investigate the claim there is a relationship between the variables “Original staff or Replacement staff?” and “Median above 3 minutes?”?” ii) Use the output in part (i) to describe the relationship between the two variables, your discussion must use one of the following sample statistics Difference between sample means - Difference between sample proportions - correlation coefficient r c) Compare the results in parts (a) and (b) question 3 a) Just using the information for call centre 1 i) Paste in descriptive sample statistics and a graph that let you investigate the relationship between the variables “median call time?” and “number of complaints?” using the sample ii) Use the output in part (i) to describe the relationship between the two variables, your discussion must use one of the following sample statistics Difference between sample means - Difference between sample proportions - correlation coefficient r b) Just using the information for call centre 2 i) Paste in descriptive sample statistics and a graph that let you investigate the claim there is a relationship between the variables “median call time?” and “number of complaints?” ii) Use the output in part (i) to describe the relationship between the two variables, your discussion must use one of the following sample statistics Difference between sample means - Difference between sample proportions - correlation coefficient r c) Compare the results in parts (a) and (b) Question 4 Just using the call centre 1 data set a) Just considering the original staff i) What is sample size and sample mean of median call time ii) what is the zscore of sample mean if population mean is 3 and population standard deviation is 1.1 b) Just considering the replacement staff i) What is sample size and sample mean of median call time ii) what is the zscore of sample mean if population mean is 3 and population standard deviation is 1.1 Question 5 Just using the call centre 1 data set a) Just considering the original staff i) What is the sample size ii) What is the sample proportion of workers that have a median call time above 3 minutes ii) use the answer in part (i) and (ii) to find a 95% confidence interval of the population proportion b) Just considering the replacement staff i) What is the sample size ii) What is the sample proportion of workers that have a median call time above 3 minutes ii) use the answer in part (i) and (ii) to find a 95% confidence interval of the population proportion question 6 a) Just using the information for call centre 1 i) Paste in inferential statistics that measure evidence for the claim there is a relationship between the variables “Original staff or Replacement staff?” and “Median call time?” if you consider the whole population ii) make suitable comments about the output in part (i) b) Just using the information for call centre 2 i) Paste in inferential statistics that measure evidence for the claim there is a relationship between the variables “Original staff or Replacement staff?” and “Median call time?” if you consider the whole population ii) make suitable comments about the output in part (i) c) Compare the results in parts (a) and (b) question 7 a) Just using the information for call centre 1 i) Paste in computer output that measure evidence for the claim there is a relationship between the variables “Original staff or Replacement staff?” and “median above 3 minutes?” if you consider the whole population ii) make suitable comments about the output in part (i) b) Just using the information for call centre 2 i) Paste in computer output that measures evidence for the claim there is a relationship between the variables “Original staff or Replacement staff?” and “median above 3 minutes?” if you consider the whole population ii) make suitable comments about the output in part (i) c) Compare the results in parts (a) and (b) question 8 a) Just using the information for call centre 1 i) Paste in computer output that measures evidence for the claim there is a relationship between the variables “median call time?” and “number of complaints?” if you consider the whole population ii) make suitable comments about the output in part (i) b) Just using the information for call centre 2 i) Paste in computer output that measures evidence for the claim there is a relationship between the variables “median call time?” and “number of complaints?” if you consider the whole population ii) make suitable comments about the output in part (i) c) Compare the results in parts (a) and (b) Question 9 Comment on the sample report on pages 7 to 11 of this document discuss the main message of the report and how it is communicated Hint: If you have no idea how to comment on a report you can download the following example it is a report with a comment on the first page. https://app.box.com/s/2epgchvf2ljhlx9chgx8iey5rugxwn89 Sample report you must use this to answer question 9 “Report Title : Market research checking if the new version of a product is more popular Introduction: Company XYZ has tried has a new version of a product and has conducted some market research using a sample of 100 people to check if people prefer a new version of the product and if there is a difference in popularity in two different countries. “ “Description the dataset: The first 8 rows of the data set are given below, the dataset has 100 rows , Each row gives information a person that is reviewing a version of the product Which country? Which version ? Would they buy the product? Age? Country 1 old version would buy 40 Country 1 old version would not buy 45 Country 1 new version would buy 42 Country 1 new version would not buy 41 Country 2 new version would buy 35 Country 2 old version would buy 36 Country 2 old version would not buy 33 Country 2 old version would buy 23 The variables are Which country? Country 1 or country 2, this is a categorical variable Which version? Which version was reviewed, the old version or new version. This is a categorical variable Would they buy the product? Would the person buy the product or not buy the product? This is a categorical variable Age? How many years old is the person reviewing the product? This is a quantitative variable “ “Main findings Descriptive sample statistics Just considering country 1, what is the popularity of the new version and old version The following output lets you see the relationship between the variable “which version” or “would they buy the product” Would you buy the product Row Labels Would buy Would not buy Grand Total New version count 35 15 50 New version % 70% 30% 100% Old version count 25 25 50 Old version % 50% 50% 100% 70% want to buy the new version whereas only 50% of people want to buy the old version of the product , formally speaking the difference in sample proportions is =0.7-0.5=0.2=20% so
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
131 Votes
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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