|
| Frequency | Percent | Valid Percent | Cumulative Percent |
Valid | Missing | 1 | 1.8 | 1.8 | 1.8 |
Male | 42 | 73.7 | 73.7 | 75.4 |
Female | 14 | 24.6 | 24.6 | 100.0 |
Total | 57 | 100.0 | 100.0 | |
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)
The data was
collected from 100 respondents and regarding the gender, there were 73.7% males
and 24.6% of females from whom the data was collected.
Table 2: Age
|
|
Frequency
|
Percent
|
Valid Percent
|
Cumulative Percent
|
Valid
|
Missing
|
1
|
1.8
|
1.8
|
1.8
|
18-30
|
21
|
36.8
|
36.8
|
38.6
|
31-40
|
22
|
38.6
|
38.6
|
77.2
|
41-50
|
10
|
17.5
|
17.5
|
94.7
|
51-60
|
3
|
5.3
|
5.3
|
100.0
|
Total
|
57
|
100.0
|
100.0
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)
The data was
collected from 100 respondents and regarding the age of the respondents it is known
that 36.8% of the respondents were from the age group of 18-30y. 38.6% of the
respondents were from the age group of 31-40y. 17.5% of the respondents were
from the age group of 41-50y. However, 5.3% of the respondents were from the
age group of 51-60y.
Table 3: Education Level
|
Frequency
|
Percent
|
Valid Percent
|
Cumulative Percent
|
Valid
|
Missing
|
1
|
1.8
|
1.8
|
1.8
|
Diploma
|
11
|
19.3
|
19.3
|
21.1
|
High School
|
6
|
10.5
|
10.5
|
31.6
|
Bachelor Degree
|
31
|
54.4
|
54.4
|
86.0
|
Graduate Studies
|
8
|
14.0
|
14.0
|
100.0
|
Total
|
57
|
100.0
|
100.0
|
|
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)
The data was
collected from 100 respondents and regarding the educational level, it is
analyzed that people with the Missing qualification were 1.8%. Respondents with
the Diploma were 19.3%. However, respondents with the High School degree were
10.5%. Moreover, the respondents with the Bachelor Degree were 54.4% and respondents
with the Graduate Studies were 14.0%.
Table 4: Experience
|
|
Frequency
|
Percent
|
Valid Percent
|
Cumulative Percent
|
Valid
|
Missing
|
1
|
1.8
|
1.8
|
1.8
|
0-2 years
|
4
|
7.0
|
7.0
|
8.8
|
3-5 years
|
15
|
26.3
|
26.3
|
35.1
|
6-10 Years
|
15
|
26.3
|
26.3
|
61.4
|
More than 10 Years
|
22
|
38.6
|
38.6
|
100.0
|
Total
|
57
|
100.0
|
100.0
|
|
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)
The data was
collected from 100 respondents and regarding the experience of the people, it
is analyzed that 7.0% of the people have the 0-2 years of the experience. 26.3%
of the people have the 3-5 years of the experience. 26.3 of the people have the
6-10 Years of the experience. Moreover, 38.6% of the respondents have more than
10 Years’ experience.
Table 5: Your organization has an active internal
audit department.
![](data:image/png;base64,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)
The data was
collected from 100 respondents and regarding the question “your organization
has an active internal audit department” it is analyzed that people with the missing
values were 5.4%. However, the respondents who disagree with the statement were
12.5%. The respondents with the neutral mind set were 30.4% and respondents who
agreed with the statement were 41.1%. Moreover, respondents who are strongly agreed
with the statement were 10.7%.
Table 6: The internal audit department plays an
essential role in your organization.
|
|
Frequency
|
Percent
|
Valid Percent
|
Cumulative Percent
|
Valid
|
Missing
|
3
|
5.3
|
5.4
|
5.4
|
Disagree
|
7
|
12.3
|
12.5
|
17.9
|
Neutral
|
17
|
29.8
|
30.4
|
48.2
|
Agree
|
23
|
40.4
|
41.1
|
89.3
|
Strongly Agree
|
6
|
10.5
|
10.7
|
100.0
|
Total
|
56
|
98.2
|
100.0
|
|
Missing
|
System
|
1
|
1.8
|
|
|
Total
|
57
|
100.0
|
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)
The data was
collected from 100 respondents and regarding the question “the internal audit
department plays an essential role in your organization.” it is analyzed that
people with the missing values were 5.4%. However, the respondents who disagree
with the statement were 21.4%. The respondents with the neutral mind set were 39.3%
and respondents who agreed with the statement were 25.0%. Moreover, respondents
who are strongly agreed with the statement were 8.9%.
Table 7: The internal audit department in your
organization is applying the best practices to ensure that financial
transactions are conducted by laws and regulation.
|
|
Frequency
|
Percent
|
Valid Percent
|
Cumulative Percent
|
Valid
|
Missing
|
3
|
5.3
|
5.4
|
5.4
|
Disagree
|
12
|
21.1
|
21.4
|
26.8
|
Neutral
|
22
|
38.6
|
39.3
|
66.1
|
Agree
|
14
|
24.6
|
25.0
|
91.1
|
Strongly Agree
|
5
|
8.8
|
8.9
|
100.0
|
Total
|
56
|
98.2
|
100.0
|
|
Missing
|
System
|
1
|
1.8
|
|
|
Total
|
57
|
100.0
|
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)
The data was
collected from 100 respondents and regarding the question “The internal audit
department in your organization is applying the best practices to ensure that
financial transactions are conducted by laws and regulation” it is analyzed
that people with the missing values were 5.4%. However, the respondents who
disagree with the statement were 25.0%. The respondents with the neutral mind
set were 35.7% and respondents who agreed with the statement were 28.6%.
Moreover, respondents who are strongly agreed with the statement were 5.4 %.
Table 8: he internal audit department contributes
in measuring and evaluating the potential risks to your organization.
.
|
|
Frequency
|
Percent
|
Valid Percent
|
Cumulative Percent
|
Valid
|
Missing
|
3
|
5.3
|
5.4
|
5.4
|
Disagree
|
14
|
24.6
|
25.0
|
30.4
|
Neutral
|
20
|
35.1
|
35.7
|
66.1
|
Agree
|
16
|
28.1
|
28.6
|
94.6
|
Strongly Agree
|
3
|
5.3
|
5.4
|
100.0
|
Total
|
56
|
98.2
|
100.0
|
|
Missing
|
System
|
1
|
1.8
|
|
|
Total
|
57
|
100.0
|
|
|
T
|
|
Frequency
|
Percent
|
Valid Percent
|
Cumulative Percent
|
Valid
|
Missing
|
3
|
5.3
|
5.4
|
5.4
|
Strongly Disagree
|
2
|
3.5
|
3.6
|
8.9
|
Disagree
|
14
|
24.6
|
25.0
|
33.9
|
Neutral
|
17
|
29.8
|
30.4
|
64.3
|
Agree
|
16
|
28.1
|
28.6
|
92.9
|
Strongly Agree
|
4
|
7.0
|
7.1
|
100.0
|
Total
|
56
|
98.2
|
100.0
|
|
Missing
|
System
|
1
|
1.8
|
|
|
Total
|
57
|
100.0
|
|
|
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)
The data was
collected from 100 respondents and regarding the question “The internal audit
department contributes in measuring and evaluating the potential risks to your
organization” it is analyzed that people with the missing values were 5.4%. However,
the respondents who strongly disagree with the statement were 3.6% people
disagree with the statement were 25.0. %. The respondents with the neutral mind
set were 30. % and respondents who agreed with the statement were 28.6%.
Moreover, respondents who are strongly agreed with the statement were 7.1%.
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)
The data was
collected from 100 respondents and regarding the question “Internal auditing
practices have protected your organization from falling into many
administrative and financial irregularities”. It is analyzed that people with
the missing values were 5.4%. However, the respondents who strongly disagree
with the statement were 3.6% people disagree with the statement were 23.2%.,
the respondents with the neutral mind set were 32.1% and respondents who agreed
with the statement were 32.1%. Moreover, respondents who are strongly agreed
with the statement were 3.6 %.
Table 10: Internal auditing practices in your
organization aim to protect integrity, promote transparency, and ensure the
optimal use of available resources.
Table 9: Internal auditing practices have protected your organization
from falling into many administrative and financial irregularities.
|
|
Frequency
|
Percent
|
Valid Percent
|
Cumulative Percent
|
Valid
|
Missing
|
3
|
5.3
|
5.4
|
5.4
|
Strongly Disagree
|
2
|
3.5
|
3.6
|
8.9
|
Disagree
|
13
|
22.8
|
23.2
|
32.1
|
Neutral
|
18
|
31.6
|
32.1
|
64.3
|
Agree
|
18
|
31.6
|
32.1
|
96.4
|
Strongly Agree
|
2
|
3.5
|
3.6
|
100.0
|
Total
|
56
|
98.2
|
100.0
|
|
Missing
|
System
|
1
|
1.8
|
|
|
Total
|
57
|
100.0
|
|
|
|
|
Frequency
|
Percent
|
Valid Percent
|
Cumulative Percent
|
Valid
|
Missing
|
3
|
5.3
|
5.4
|
5.4
|
Strongly Disagree
|
4
|
7.0
|
7.1
|
12.5
|
Disagree
|
9
|
15.8
|
16.1
|
28.6
|
Neutral
|
22
|
38.6
|
39.3
|
67.9
|
Agree
|
16
|
28.1
|
28.6
|
96.4
|
Strongly Agree
|
2
|
3.5
|
3.6
|
100.0
|
Total
|
56
|
98.2
|
100.0
|
|
Missing
|
System
|
1
|
1.8
|
|
|
Total
|
57
|
100.0
|
|
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)
The data was
collected from 100 respondents and regarding the question “Internal auditing
practices in your organization aim to protect integrity, promote transparency,
and ensure the optimal use of available resources.” it is analyzed that people
with the missing values were 5.4%. However, the respondents who strongly disagree
with the statement were 7.1% people disagree with the statement were 16.1%.,
the respondents with the neutral mind set were 39.3% and respondents who agreed
with the statement were 28.6%. Moreover, respondents who are strongly agreed
with the statement were 3.6 %.
Table 11: Internal auditing practices have improved
the financial performance of your organization.
![](data:image/png;base64,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)
The data was
collected from 100 respondents and regarding the question “Internal auditing
practices have improved the financial performance of your organization.” It is
analyzed that people with the missing values were 7.1%. However, the
respondents who strongly disagree with the statement were 21.4% people disagree
with the statement were 23.2%., the respondents with the neutral mind set were 33.9%
and respondents who agreed with the statement were 28.6%. Moreover, respondents
who are strongly agreed with the statement were 3.6 %.
Table 12: Internal auditing practices have improved
your organization’s overall performance.
|
|
Frequency
|
Percent
|
Valid Percent
|
Cumulative Percent
|
Valid
|
Missing
|
3
|
5.3
|
5.4
|
5.4
|
Strongly Disagree
|
4
|
7.0
|
7.1
|
12.5
|
Disagree
|
12
|
21.1
|
21.4
|
33.9
|
Neutral
|
19
|
33.3
|
33.9
|
67.9
|
Agree
|
16
|
28.1
|
28.6
|
96.4
|
Strongly Agree
|
2
|
3.5
|
3.6
|
100.0
|
Total
|
56
|
98.2
|
100.0
|
|
Missing
|
System
|
1
|
1.8
|
|
|
Total
|
57
|
100.0
|
|
|
|
|
Frequency
|
Percent
|
Valid Percent
|
Cumulative Percent
|
Valid
|
Missing
|
3
|
5.3
|
5.4
|
5.4
|
Strongly Disagree
|
1
|
1.8
|
1.8
|
7.1
|
Disagree
|
17
|
29.8
|
30.4
|
37.5
|
Neutral
|
19
|
33.3
|
33.9
|
71.4
|
Agree
|
13
|
22.8
|
23.2
|
94.6
|
Strongly Agree
|
3
|
5.3
|
5.4
|
100.0
|
Total
|
56
|
98.2
|
100.0
|
|
Missing
|
System
|
1
|
1.8
|
|
|
Total
|
57
|
100.0
|
|
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)
The data was
collected from 100 respondents and regarding the question “Internal auditing
practices have improved your organization’s overall performance”. It is
analyzed that people with the missing values were 1.8%. However, the respondents
who strongly disagree with the statement were 3.6% people disagree with the
statement were 30.4%., the respondents with the neutral mind set were 33.9% and
respondents who agreed with the statement were 23.2%. Moreover, respondents who
are strongly agreed with the statement were 5.4%.
Table 13: The internal auditors in your organization
are completely independent and they provide an unbiased and objective view.
|
|
Frequency
|
Percent
|
Valid Percent
|
Cumulative Percent
|
Valid
|
Missing
|
3
|
5.3
|
5.4
|
5.4
|
Strongly Disagree
|
3
|
5.3
|
5.4
|
10.7
|
Disagree
|
12
|
21.1
|
21.4
|
32.1
|
Neutral
|
19
|
33.3
|
33.9
|
66.1
|
Agree
|
11
|
19.3
|
19.6
|
85.7
|
Strongly Agree
|
8
|
14.0
|
14.3
|
100.0
|
Total
|
56
|
98.2
|
100.0
|
|
Missing
|
System
|
1
|
1.8
|
|
|
Total
|
57
|
100.0
|
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)
The data was
collected from 100 respondents and regarding the question “The internal
auditors in your organization are completely independent and they provide an
unbiased and objective view.” It is analyzed that people with the missing
values were 5.4%. However, the respondents who strongly disagree with the
statement were 21.4% people disagree with the statement were 23.2%., the
respondents with the neutral mind set were 33.9% and respondents who agreed
with the statement were 19.6%. Moreover, respondents who are strongly agreed
with the statement were 14.3%.
Table 14: The internal auditors in your organization
are qualified enough and have the experience to handle their tasks.
|
|
Frequency
|
Percent
|
Valid Percent
|
Cumulative Percent
|
Valid
|
Missing
|
3
|
5.3
|
5.4
|
5.4
|
Disagree
|
4
|
7.0
|
7.1
|
12.5
|
Neutral
|
16
|
28.1
|
28.6
|
41.1
|
Agree
|
23
|
40.4
|
41.1
|
82.1
|
Strongly Agree
|
10
|
17.5
|
17.9
|
100.0
|
Total
|
56
|
98.2
|
100.0
|
|
Missing
|
System
|
1
|
1.8
|
|
|
Total
|
57
|
100.0
|
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)
The data was
collected from 100 respondents and regarding the question “The internal audit
function in your organization is reliable and effective in evaluating the
employees' competence and performance.” It is analyzed that people with the
missing values were 5.4%. However, the respondents who strongly disagree with
the statement were 16.1% people disagree with the statement were 23.2%., the
respondents with the neutral mind set were 44.6% and respondents who agreed
with the statement were 23.2%. Moreover, respondents who are strongly agreed
with the statement were 3.6 %.
Table 16: Internal auditing practices in your
organization promote employees’ satisfaction.
![](data:image/png;base64,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)
The data was
collected from 100 respondents and regarding the question “Internal auditing
practices in your organization promote employees’ satisfaction.” It is analyzed
that people with the missing values were 8.9%. However, the respondents who
strongly disagree with the statement were 25.0% people disagree with the
statement were 32.1%., the respondents with the neutral mind set were 32.1% and
respondents who agreed with the statement were 19.6%. Moreover, respondents who
are strongly agreed with the statement were 8.9%.
Table 17: Due to the professional practice of
internal auditing, your department pays serious attention to the auditors’
recommendations.
|
|
Frequency
|
Percent
|
Valid Percent
|
Cumulative Percent
|
Valid
|
Missing
|
3
|
5.3
|
5.4
|
5.4
|
Strongly Disagree
|
5
|
8.8
|
8.9
|
14.3
|
Disagree
|
14
|
24.6
|
25.0
|
39.3
|
Neutral
|
18
|
31.6
|
32.1
|
71.4
|
Agree
|
11
|
19.3
|
19.6
|
91.1
|
Strongly Agree
|
5
|
8.8
|
8.9
|
100.0
|
Total
|
56
|
98.2
|
100.0
|
|
Missing
|
System
|
1
|
1.8
|
|
|
Total
|
57
|
100.0
|
|
|
|
|
Frequency
|
Percent
|
Valid Percent
|
Cumulative Percent
|
Valid
|
Missing
|
3
|
5.3
|
5.4
|
5.4
|
Strongly Disagree
|
4
|
7.0
|
7.1
|
12.5
|
Disagree
|
13
|
22.8
|
23.2
|
35.7
|
Neutral
|
14
|
24.6
|
25.0
|
60.7
|
Agree
|
15
|
26.3
|
26.8
|
87.5
|
Strongly Agree
|
7
|
12.3
|
12.5
|
100.0
|
Total
|
56
|
98.2
|
100.0
|
|
Missing
|
System
|
1
|
1.8
|
|
|
Total
|
57
|
100.0
|
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)
The data was
collected from 100 respondents and regarding the question “Due to the
professional practice of internal auditing, your department pays serious
attention to the auditors’ recommendations”. It is analyzed that people with
the missing values were 5.4%. However, the respondents who strongly disagree
with the statement were 7.1% people disagree with the statement were 23.2%.,
the respondents with the neutral mind set were 25.0% and respondents who agreed
with the statement were 26.8%. Moreover, respondents who are strongly agreed
with the statement were 12.5%.
Table 18: Internal audit function in your
organization has increased the opportunities for improvement.
![](data:image/png;base64,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)
The data was
collected from 100 respondents and regarding the question “Internal audit
function in your organization has increased the opportunities for improvement.”
It is analyzed that people with the missing values were 5.4%. However, the
respondents who strongly disagree with the statement were 3.6% people disagree
with the statement were 23.2%., the respondents with the neutral mind set were
32.1% and respondents who agreed with the statement were 32.1%. Moreover,
respondents who are strongly agreed with the statement were 3.6 %.
|
|
Frequency
|
Percent
|
Valid Percent
|
Cumulative Percent
|
Valid
|
Missing
|
3
|
5.3
|
5.4
|
5.4
|
Strongly Disagree
|
5
|
8.8
|
8.9
|
14.3
|
Disagree
|
12
|
21.1
|
21.4
|
35.7
|
Neutral
|
11
|
19.3
|
19.6
|
55.4
|
Agree
|
18
|
31.6
|
32.1
|
87.5
|
Strongly Agree
|
7
|
12.3
|
12.5
|
100.0
|
Total
|
56
|
98.2
|
100.0
|
|
Missing
|
System
|
1
|
1.8
|
|
|
Total
|
57
|
100.0
|
|
|
Chapter 5: Conclusion, Limitations and Recommendations
Conclusion of the Impact on Internal Auditing on the
Performance of Governmental
Organizations in Saudi Arabia
Overall, it has
been concluded in terms of KSA, coverage of internal audit is one of the main
issues and problems. It has been analyzed that with the consideration upon
internal auditing development, interaction among external auditors and audited
organizations, internal audit operations, internal audit management support,
and internal audit competence, the efficiency of internal audit increases. In a
year, the coverage of branches takes place only once. Additionally, the
internal auditors’ number was not enough at all when compared with operations
and activities. For a better performance, it is important that occurrence of
audit branches is more than once every 12 months. With more branches, internal
auditors’ number will increase and it will help in overcoming the audit
coverage issue. It is again important for government entities or organizations
to develop the knowledge of not only their technical staff but also the
employees. The knowledge of workers must be certain and knowledge of technical
staff has to be natural or general. Volunteering in specialized
periodicals and journals is also helpful. Actually, there is a strong and
positive bond between audit functions which are internal and external. It will
further lead to a decrement in time spent and audit’s cost. Though, it is
important to focus on sensitive issues such risk analysis.
It can be concluded
that hypothesis 1 and 2 are proved; as both has the significant impact on the companies.
It is analyzed through conducting the primary research as well as the
literature review that internal auditing practices has impacts on the
governmental organization, consequently, Hypothesis 1: Internal auditing
practices have a positive impact on the governmental organizations’ performance
or not; based on questions Q5-Q12
It is analyzed that
public sector companies in Saudi Arab are using the internal audit practices as
23% of the respondents agreed. However, 25% of the respondents said that the
internal audit has essential role in the companies, which means that maximum
respondents are agreed. Thus, regarding laws and regulations, it is known that
only 16% respondents said that private companies are following the laws. For
the potential risks 16% people said that it focus on the protection from the
crises or help the company in order to get secure. Moreover, there are 18%
respondents who said that internal audit promote transparency, 16% people said
internal audit improve financial performance, however, 17% people disagree with
the overall performance of the governmental companies focus on the practices of
internal audit. Thus, the Hypothesis 1 is considered that internal auditing
practices have a positive impact on the governmental organizations’ performance
because people agreed that there are positive impacts, however, many people
disagreed that internal auditing practices have a positive impact on the
governmental organizations or can increase overall performance of the company.
For the Hypothesis
2: The quality of internal audit function improves the performance of
governmental organizations; based on questions (Based on questions Q13-Q18); it
is know that there are significant impacts of the internal audit function as
the performances can be increased. It is analyzed that public sector companies
in Saudi Arab 14.0% of the public companies are completely independent; as well
as governmental organization are qualified enough as 40.4% people agreed with
the facts. Moreover, organization is reliable and effective in evaluating the
employees' competence and performance; 23.2% of the people are agreed with this
statement and 19.3% people says that it promote employees’ satisfaction. 26.8%
people says that internal audit functions can pays serious attention to the
auditors’ recommendations as well as the 32% people says that it increased the
opportunities for improvement. It is known that
Limitations of the Impact on Internal Auditing on the
Performance of Governmental
Organizations in Saudi Arabia
There were some
unavoidable limitations in the studies as there little or less time. Other limitations
include that research has the small sized sample moreover, the results were so generalized.
For effectiveness in the results, there must be focus on the larger groups that
can be related with the survey in the different cities in Saudi Arabia,
however, in this way, the results can be more proper, wider and detailed.
Recommendations of the Impact on Internal Auditing on
the Performance of Governmental
Organizations in Saudi Arabia
The following
recommendation for the governmental organization based on the internal audit
are given below.
It is recommended that
17% of the people disagree with the overall performance of the governmental
companies because the practices of internal audit may be not so effectively
concerned. However, the services need to be more transparent and need to focus
so that employees’ satisfaction can be promoted and there is also need to focus
on the opportunities as well as the suggestion by the audit professionals for
the improvements.
In Saudi Arabia,
Internal audit departments should focus to create the objective and independent
internal audit purpose. Almost entirely companies should have board of directors.
According to the research; it is predicted that the board of directors should
be the internal auditors rather than the managing directors. More to that, the
selection and rejection of internal audit directors should be made by the board
of directors.
There is the lack
of professional training which also severely influenced internal auditors.
Therefore, governmental organizations should look forward for increasing the
competence of internal auditing staff. Furthermore, it is recommended to the
Saudi government that short-term training program need to be engaged. Also,
provides opportunities for the internal auditors to join certification programs
in internal auditing. Well trained internal auditors should be kept in the
internal audit department so that to have the job done in a well decorous
manner. Doing such will led the transfer of knowledge as well as experience
from highly trained to a non-experienced internal auditor.
Management of the
audit council should ensure clearly that they have adequate resources and
enough staff of audit available so that they can perform their assigned
activities and operations effectively.
For audit unit the
management support can be improved by ensuring all internal audit findings and
recommendations for all matters raised. They should also ensure that a good
working environment among the internal audit office so that to have maximum
working efficiency.
There should be
increase job training among the internal auditors so as to enable them to cover
the gap of all deficiency of an audit internal and make it more professional.
Management should
introduce quality assurance program to internal auditor and internal audit
charter to ensure performances of their services.
Public sector
internal audit staff should also work in agreement so that there could be
effectivities internal audit charters. It helps them to know the depth to which
they are related with the management and let them know their rights and duties.
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Performance of Governmental Organizations in Saudi Arabia
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Appendices
Appendix A
This questionnaire
aims to identify “The Impact of Internal Auditing on the Performance of
Governmental Organizations in Saudi Arabia." It targets all government
employees at various managerial positions. Your cooperation in this regard will
be highly appreciated.
A) Personal
Information:
1) Gender
a) Male b) Female
2) Age
a) 18-30 b) 31-40 years c) 41-50 years d) 51-60
3) Educational
Level
a) High school b) Diploma c) Bachelor degree d) Graduate studies
4) Experience
a) 0-2 years
b) 3-5 years c) 5-10 years
d) More than 10 years
Appendix B
B) Please indicate
how strongly you agree or disagree with each statement using the scale
provided.
Strongly Disagree
1
|
Disagree
2
|
Neutral
3
|
Agree
4
|
Strongly
Agree
5
|
Hypothesis 1/
Internal auditing practices have a significant impact on the governmental
organizations’ performance.
S. N
|
Statements
|
SD
1
|
D
2
|
N
3
|
A
4
|
SA
5
|
1
|
Your
organization has an active internal audit department.
|
|
|
|
|
|
2
|
Internal
audit department plays an essential role in your organization.
|
|
|
|
|
|
4
|
The
internal audit department is applying the best practices to ensure that
financial transactions are conducted by laws and regulations.
|
|
|
|
|
|
7
|
Internal
auditing practices have protected your organization from falling into many
administrative and financial irregularities.
|
|
|
|
|
|
8
|
The
internal audit department contributes in measuring and evaluating the
potential risks to the organization.
|
|
|
|
|
|
9
|
The
internal auditing practices are effective in combating administrative and
financial corruption in governmental organizations.
|
|
|
|
|
|
|
The
internal auditing practices aim to protect integrity, promote transparency,
and ensure the optimal use of available resources.
|
|
|
|
|
|
10
|
Internal
auditing practices have improved the financial performance of your
organization.
|
|
|
|
|
|
|
The internal
auditing practices have improved your organization’s overall performance.
|
|
|
|
|
|
Hypothesis 2/ The
quality of the internal audit function affects the improvement of the
governmental organizations.
S. N
|
Statements
|
SD
1
|
D
2
|
N
3
|
A
4
|
SA
5
|
2
|
The complete
independence of the internal audit department helps auditors to provide an unbiased
and objective view.
|
|
|
|
|
|
|
The
internal auditors in your organization are qualified enough and have the
experience to handle their tasks.
|
|
|
|
|
|
3
|
The
internal audit function in your organization is reliable and effective in
evaluating the employees' competence and performance.
|
|
|
|
|
|
|
Professional
internal auditing practices promote employees’ satisfaction.
|
|
|
|
|
|
4
|
Non-professional
internal auditing practices can result in poor decision-making.
|
|
|
|
|
|
|
Not
implementing the internal auditing function efficiently can lead the
governmental organizations to face risks such as bribery and fraud
|
|
|
|
|
|
8
|
Due to the
professional practice of internal auditing, your department pays serious
attention to the auditors’ recommendations.
|
|
|
|
|
|
9
|
The
quality of the internal audit function is essential in developing a
performance measurement process.
|
|
|
|
|
|
|
High-quality
of internal audit function will increase the opportunities for organizational
improvement.
|
|
|
|
|
|