Asia Pacific Section-B Group-1B QT
Asia Pacific Section-B Group-1B QT
Asia Pacific Section-B Group-1B QT
Include a summary for each Variable in Data Set. Make comments and
interpretation based on Maximums and Minimums, as well as the
appropriate means and proportions. What new insights do these
descriptive statistics providing concerning Asia-Pacific Business
Schools?
Interpretation
There are a total number of 10 Variables in the Data Set. In those 10 variables, three
variables (GMAT, English Test and Work Experience) are Qualitative in nature, while 7
variables have Quantitative nature. Coming to Discrete Data, 5 variables have Discrete Data
and 2 variables [Age and Starting Salary ($)] are of Continuous properties.
1
Interpretation based on the Appropriate means and Proportions.
Interpretation
Based on the table of data, we can see that the MBA courses of Asian-Pacific B-
Schools have been maximum and the minimum of local tuitions and foreign tuition
which are the same, and very from 1,000($) to 33060($) .However, the average for
foreign tuition is significantly hire .The standard deviation of local tuition is also
lower than foreign tuition (7,778<9134.8), which indicates that the local tuition is
more stable and less variable about the mean than the foreign tuition.
There, we should use the median instead of the mean as the measure for identifying
the central value in this case.
28.08% foreign students choose Asian pacific business schools for studying MBA
courses. The encourage student age of these schools is quite old (28.36) but indicated
that the students from these schools are willing to give up their job to continue
developing their knowledge.
2
The average full-time enrollment of MBA courses approximates by 165.16 and the
standard deviation is absent 140.84. We also have a coefficient of variables of full-
time enrollment is up to 85.28%. These values show that the standard deviation is
considerably large in relation to the mean. It also indicates that dispersion of full-time
enrollment, values is relatively large compared to the mean. It means that the no. of
students enrolled in full time courses in this school is different from each other.
Besides, the coefficient of variable of % foreign data is also very high which is up to
89.06 %.
This Value shows that there is significantly different among the percent of foreign
students who attend MBA courses in a total 25-leading Asia-Pacific Schools. In
addition, we also see that the standard deviation of local Tuition, Foreign Tuition and
starting salary is at a very high level (778.42, 9134.85, 23459.25) compared to the
average of these variables.
We also have the coefficient of variable of remaining variables such as students for
faculty, Local tuition, foreign tuition and starting salary are also high. These numbers
show a very significant level of volatility compared to the average of these variations,
which indicates the average of these variations, which indicates the extent of
variability of these data in solution to the mean of the sample. Otherwise, the mean
age of students is 28.36, the standard deviation of age is 3.7 and the coefficient of
variable is 13.34%.
These value show that standard deviation slightly varies about mean which indicates a
relatively low-level pf volatility relative to the average.
3
Summarize the Data to Compare the following.
DIFFERENT 15 60.00%
SAME 10 40.00%
Grand Total 25 100.00%
No. of Schools
10
DIFFERENT
SAME
15
4
Absolute Value of difference Local &
No. of Schools % Of Schools
Foreign Tuition
0-9999 21 84.00%
10000-20000 4 16.00%
10000-20000
No. of Schools
16%
0-9999
10000-20000
0-9999
84%
Interpretation
There is a significant difference of $4206.88 between the average of the local and
foreign tuition costs.
There are only 4 schools with 16% of total leading Asian Pacific business schools
including university of New South Wales. Indian Institute of Management, Lahore
university of Management sciences that have the difference between Local and foreign
tuition greater than $10,000.
The remaining schools have differences between Local and Foreign tuition less than
$10,000 of which 10 schools have the same local and foreign tuition costs.
5
Work Experience Average of Starting Salary ($) Count of Starting Salary ($)
No 24583.33333 6
Yes 41305.26316 19
Interpretation
The average starting salary of schools requiring work experience is $41305.26 and the
average starting salary of schools not requiring work experience is $24583.33.
This tabular also indicates that the number of Asian Pacific schools requiring work
experience is higher than the school not requiring. Besides, the average starting salary
of schools requiring work experience. It identifies that the students from schools
requiring work experience will be able to have the average starting salary higher than
the students from schools not requiring work experience.
English Test Average of Starting Salary ($) Count of Starting Salary ($)
No 33623.52941 17
Yes 45087.5 8
Interpretation
The average starting salary of schools requiring English is $45087.5 and the average
starting salary of schools not requiring English test is $33623.52941.
This tabular also indicates that the number of Asian Pacific schools requiring English
test is less than the school not requiring. However, the average starting salary of
6
schools requiring English test is higher than the average starting salary of schools not
requiring English test, which is $11463.97. It identifies that the students from schools
requiring English test will be able to have the average starting salary higher than the
students from schools not requiring English tests.
With the correlation of sample 0.67, here is a proportional correlation between foreign
tuition and starting salary and it suggests a moderate positive linear association
between foreign tuition and starting salary. The scatter plots also show the moderate
relationship between starting salary and foreign tuition with the upward linear
trendline. any
Present The scattering
Additional of dots on the chart
Graphical and indicates
Numericalthat Summaries
most of schools have
that willa
be beneficial in Communicating the Data.
7
Work Experience Count of Work Experience
Yes 19
No 6
Grand Total 25
24%
Yes
No
76%
No 11
8
Yes 14
Grand Total 25
Requirement of GMAT
44% No
Yes
56%
Requirement of GMAT
16
14
12
10
0
No Yes
Interpretation
9
The percent of colleges requiring the GMAT exam is 56%, the percent of college
requiring the English exam is 32%, the percent of college requiring work experience is
76%.
Most MBA courses in Asia Pacific (76%) schools require students having work
experience. It can be clearly seen that it is highly required in Asian countries school to
have work experience if they want to study MBA courses in these schools.
The next necessary requirements of schools are GMAT exam when there are over a
half total leading Asian Pacific schools (56%) require these conditions for MBA
courses. Then, the last important requirements are the English exam which is required
by 32% Asian Pacific schools.
10