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8/3/2019 Document] Effect of Organizational Structure on Job Satisfaction in IT Companies in Jordan
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UNIVERSITY OF JORDAN
EFFECT OF ORGANIZATIONAL STRUCTURE
ON JOB SATISFACTION IN IT COMPANIES IN
JORDAN
Submitted by:
Diala Khawaldeh Huda Jaouni
MBA-Management International Business
Student ID: 8090018 Student ID: 8090514
Subject: Organizational Behavior
Instructor: Dr. Ziad Al Bakhit
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ContentsAbstract ................................................................................................................................................... 3
CHAPTER I Introduction ....................................................................................................................... 4
Introduction ........................................................................................................................................ 4
Problem Statement ............................................................................................................................. 5
Significance of the study ..................................................................................................................... 5
Research questions and hypotheses................................................................................................... 5
CHAPTER II Background ....................................................................................................................... 7
Literature review ................................................................................................................................. 7
Theoretical Model ............................................................................................................................... 9
Variables and Operational Definition ............................................................................................... 10
CHAPTER III
Methodology .................................................................................................................. 11
Research purpose and investigation type ......................................................................................... 11
Population and sampling .................................................................................................................. 11
Sources of data and Instrumentation ............................................................................................... 12
Analysis plan ..................................................................................................................................... 13
Validity and reliability ....................................................................................................................... 14
CHAPTER IV Results ............................................................................................................................ 15
Demographic profile ......................................................................................................................... 15
Descriptive statistics ......................................................................................................................... 16
Inferential statistics ........................................................................................................................... 20
CHAPTER V Summary, Recommendations, and Limitations ............................................................. 22
Summary ........................................................................................................................................... 22
Recommendations ............................................................................................................................ 22
Limitations ........................................................................................................................................ 23
REFERENCES .......................................................................................................................................... 24
APPENDIX-A The Questionnaire (English and Arabic Versions) ............................................................ 25
APPENDIX-B SPSS Descriptive and Inferential Analysis Detailed Reports ............................................ 39
Descriptive Analysis Detailed Reports .............................................................................................. 40
Inferential Analysis ............................................................................................................................ 46
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Abstract
Factors affecting employees behavior in an organization has always drawn the
attention and focus of organizational behaviorists and human resources professionals.And one of the most integral behaviors of employees is job satisfaction in the workplace.
Most individual behaviors are found to be affected by two types of factors, internal
factors that lay within the intrinsic nature of the individual, and external factors such as
the work environment, and the way tasks and levels are structured in the workplace,
and job satisfaction is no exception to this fact.
The relation understudy in this research is the effect of the external factor
Organizational Structure, on the individual behavior Job Satisfaction. Research
indicates that there is a strong correlation between the two, however, the views about
which organizational structure is best are diverse. The studies that have operationalizedthe organizational structure by the length of its chain of command, have split into 3
groups; some have advocated the flat structured organizations (ones with few
managerial levels) at all rates, while some have said the flat Vs structure debate
depends on what needs the organization is looking to fulfill, and finally, the final group
prefers the flat structures up to a certain organization size, after which the structure
loses its influence on job satisfaction.
The current study attempts to measure the influence the organizational
structure might have on the satisfaction of employees in IT companies in Jordan. Job
satisfaction is sub-scaled to 20 dimensions, each of which represents a need that
contributes to the overall job satisfaction of the individual once fulfilled. The study takes
place in selected IT organizations of tall and flat structures in Amman, Jordan, from
which 100 employees have agreed to participate and provide data about themselves
and their organizations for further analysis.
In this study, it was found that organizational structure had significant effect on
4 dimensions of job satisfaction: Company Policies and Practices, Social Service, Variety,
and working conditions. According to the available data and the statistical analysis,
working conditions are more satisfying in flat IT organizations, while Company Policiesand Practices, Social Service, and Variety are more satisfying in tall IT organizations.
For future exploration of this relation, it is recommended in the coming studies
that organizational structure is operationalized by including more dimensions, such as
formality, and degree of centralization. It is also recommended that this relation is
explored in different settings and industries, scanning a larger sample size.
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CHAPTER I Introduction
Introduction
Organizational behaviorists and human resources professionals have long been curiousabout the best way to structure a work environment in order to influence employee
outcomes. While it is widely recognized that both dispositional and environmental
factors jointly affect behavior, there is a movement towards a focus on environmental
factors because these are the factors that can be influenced by professionals.
One main goal kept in mind for changing these factors, is enhancing a very important
individual behavior variable that is frequently measured by organizations: Job
satisfaction. Job satisfaction describes how content an individual is with his or her job.
The importance of this variable is ascribed to its strong relation to several other
individual and organizational characteristics, such as job performance, employee
motivation, customer satisfaction, absenteeism and turnover, in addition to the overall
organizational performance and productivity.
Research in psychology and organizational behavior indicates that characteristics of the
work environment (e.g. organizational structure) may interact with employees'
personal characteristics, and there by affect individual job satisfaction. Specifically
speaking, and for the purpose of the current study, the work environment characteristic
of focus is the categorization of organizations into two types: tall, and flat (or vertical
and horizontal respectively as referred to in some texts).
A flat organization structure is defined as an organizational structure in which there are
relatively few levels of management with respect to the organizations size, whereas a
tall organization structure contains relatively many levels of supervision with respect to
the organizations size. Each has its own characteristics that are expected to be of great
influence on the employees job satisfaction under its structure.
Research indicates that organizations operating in dynamic conditions would gain great
benefits by adopting a flat organizational structure, due to its low levels of formalization
and centralization, which fosters higher levels of creativity and innovation. In contrast,organizations operating in more stable conditions would still call for more formalization
and centralization levels.
Information Technology (IT) companies make a great example of organizations
operating in dynamic operations. The IT industry is a continuously and rapidly changing
one, and its as far as it could be from stable. This requires IT managers of all levels to
be ready at all times for coping with change and embracing it, and that is one reason due
to which most IT companies are now restructuring internally to a flat structure.
In this study, the effect of structure type in IT companies in specific, on job satisfactionof IT employees, will be explored.
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Problem Statement
There are aspects of an organization that can affect the job satisfaction of its employees,
which is a frequently measured individual characteristic and is of great importance to
managers, and IT managers are no exception. The main asset in the IT industry is
knowledge, and day after day, IT organizations are paying their knowledge workershigher and higher salaries, and are sparing no effort to keep them on the job.
This study is intended to add to what is known about what IT workers need in order to
have job satisfaction, and provide the results to IT managers and business owners to
realize what is necessary to keep and attract knowledge workers to their environments.
This goal was achieved by selecting a number of IT companies of both organizational
structure types (tall and flat), and then measuring job satisfaction of employees in these
organizations by means of a questionnaire, and then analyzing the collected data
statistically to verify direction and strength of this relation.
Significance of the study
The findings of this research will provide guidance for top managers and business
owners of IT companies towards the proper organizational structure that will provide a
better environment for the employees and promote higher levels of satisfaction.
This study will also pave the way for future researches to take place focusing on more
aspects of both variables in the present study (organizational structure and jobsatisfaction) that will add to the literature and findings relevant to this relation.
Research questions and hypotheses
This research is proposed to study job satisfaction as a function of organizational
structure. Most of the literature votes in favor of flat organizations when it comes to
satisfaction of the workers, but in organizational behavior, we cant generalize. Hence,
this research is formulated around the following questions:
What is the direction of the relation between organizational structure and
each dimension of job satisfaction, and the overall job satisfaction? And
which organizational structure is more satisfying for the workers?
This question could be broken down to the following hypotheses:
The null hypothesis H0: There is no difference between the job satisfaction of employees
in flat and tall organizations.
The alternative hypothesis HA: There is a difference between the job satisfaction of
employees in flat and tall organizations.
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In mathematical terms:
H0: f =t
HA: f t
Wherefis the mean job satisfaction level in flat organizations, and tis the mean job
satisfaction level in tall organizations.
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CHAPTER II Background
Literature review
The organizational structure literature suggests that organizational structure affectsemployees and perceptions and, thus, plays an important role in human resources
issues. Organizational structure also affects judgments and perceptions in that
unstructured firms offer relatively little structured guidance or other mechanisms to
encourage control and uniformity, whereas structured firms impose more specific
guidance and control mechanisms to enhance consistency and uniformity (Prawitt,
1993).
Narrowing down our focus to the literature on "tall" versus "flat" organizational
structures, we found a considerable amount of faith and advocacy of flat organizations.
Much of this advocacy is based on Worthy's study (1950) of nearly 100,000 employees
of Sears Roebuck over a period of 12 years. This study was among the first extensivestudies of the possible effects of flat and tall organization structures and was the most
widely cited reference in similar researches.
The basic argument of Worthy and other advocates of flat structures are that such
structures result in greater individual initiative and job responsibility which
consequently lead to improved attitudes toward the job. All of these comprise a higher
level of job satisfaction.
What worthy did in his study was a comparison between large and small organizations
of the same type. The main finding of this comparison was that large (i.e. tall)organizations had lower employee morale (team spirit) and lower individual output.
This leads to the following possible generalizations:
1- The taller the organization gets, the more this fosters centralization of authorityand job specialization, which eventually leads to low group morale, low
performance, and failure to develop managerial talents.
2- A flat organizational structure could give the advantages underlying in tallorganizations without these dysfunctional consequences.
Similar studies supporting worthys finding include Richardson and Walker (1948). In
their study, two levels of management were gradually eliminated from the companyunderstudy over a period of time during which the size of the company doubled (less
management levels and flatter organization) without adverse effects on morale and
productivity.
Harrel Carpenter (1971) compared tall, intermediate, and flat structures as well in six
public school systems, with respect to the level of job satisfaction of 120 classroom
teachers. He found that teachers in flat organizations enjoyed higher job satisfaction
than teachers in medium and tall organizations.
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Up to this point, all researches are spotting the lights on the flat organization as a wise
choice for easing communication and enhancing the employees satisfaction, however,
there has been some scientific evidence that raises doubts about the validity of Worthy's
conclusions and all his advocates. The study of Porter and Lawler (1964) on job
satisfaction of managers indicated that a tall structure was better in fulfilling security
and social needs, while a flat structure was better for fulfilling autonomy and self-actualization needs. They suggested that a flat structure was not superior to a tall one at
all rates, and that there is no absolute choice, taking into consideration the priorities of
the needs that the organization prefers to fulfill.
Moreover, Porter and Siegel (1965) studied about 3,000 middle and top-level managers
in a wide variety of sizes and types of organizations in 13 countries. They found that in
organizations of less than 5,000 employees, flat structures were correlated with greater
satisfaction; in organizations of 5,000 employees and over, there was no difference
between manager satisfaction fulfillment levels and tall and flat structures.
Taking a look at more recent literature exploring this relation, it states that
organizational structure does influence the employees' job satisfaction. In 1995, Chia
contended that in a decentralized organization, the perceived employee job satisfaction
level can be enhanced when he or she can take action and make decisions to further his
or her self-interests.
In a 1993 study, knoop considered the relationship between work values and job
satisfaction by measuring each of these variables separately and then concurrently. Job
satisfaction was measured based on 5 subscales: work itself, pay, and opportunities for
promotion, supervision, and co-workers. These 5 determinates include internal and
external factors. As a result of knoop's study, job satisfaction was finally defined as aperson's general attitude toward the job and toward the specific aspects of the job such
as the nature of the work or relations with co-workers".
Based on this definition, the fit between the individual and the job, with both its parts
(the job environment itself, and the individual factors) has been shown to be an
important influence on employee job satisfaction.
Another study conducted in 2005 by Kuong Ah Lee in the University of Oklahoma,
explored the relation between organizational structure and job satisfaction of hotel
management employees. This study showed that locus of control and organizational
structure respectively affect job satisfaction, and further suggests that there is a
significant interaction between locus of control and organization structure in relations
to job satisfaction.
In 2007, Stacey R. Kessler examined the effects of the structure of an academic
department on faculty members job performance, job satisfaction, and prevalence of
counterproductive work behavior (CWB), or harmful behaviors while at work. The
results of her study suggest that the structure of an academic department is related to
outcomes for faculty members. Most notably, faculty members working in more
organically structured departments (those having the least hierarchy and specialization
of functions) have higher levels of job satisfaction.
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Taking the conclusions and findings of old and recent studies all together, they provide
us with great diverse insights. In the currentstudy, we will control the industrys effecton the variables of interest by limiting our study to Information Technology
organizations. And we will study the direction and significance of the relationship (if it
exists) in these organizations between the structure from one side, and job satisfaction
and from the other side.
Theoretical Model
Figure 1 below illustrates the variables of interest in this study:
Figure-1 Theoretical Model
Activity
Company policies
& practices
Recognition
Creativity
Supervision-
technical
Ability
Utilization
Advancement
Compensation
Responsibility
Independence
Social status
Authority
Co-workers
Moral values
Achievement
Supervision-
human relation
Security Social service
Variety Working
conditions
Organizational
structure
ob Satisfaction
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Variables and Operational Definition
The variables in Figure 1 are explained below:
The Independent Variable:
Organizational Structure: This is the independent variable of the study. Operationaldefinition of this variable considered length of chain of command (number of
managerial levels) in the organization to categorize it as a flat or a tall organization as
follows:
Organizations having 1-3 levels are considered flat
Organizations with having more than 3 levels are considered tall
Organizations selected for this study were all of small to moderate size to justify this
assumption and alienate the effect of size on the relation.
The Dependent Variable:
Job Satisfaction: As defined by knoop, job satisfaction is a person's general attitude
toward the job and toward the specific aspects of the job such as the nature of the work
or relations with co-workers. Job satisfaction is measured my breaking it down to the 20
subscales in the figure as guided by the Minnesota Satisfaction Questionnaire (MSQ), the
job satisfaction measurement tool used in this research that will be discussed in more
detail in the coming chapter.
The relation between organizational structure and each subscale of the job satisfaction
will be measured separately, and then the relation between organizational structure
and the overall job satisfaction will be measured for both types of structures.
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CHAPTER III Methodology
Research purpose and investigation type
Research purpose in this study is hypothesis testing. Type of investigation done in thisstudy is a casual investigation, that aims at comparing the overall job satisfaction in tall
and flat IT organizations in Jordan.
Extent of researcher interference is minimal. The study setting is a non-contrived field
experiment. Finally, the unit of analysis is employees in IT companies in Jordan.
Population and sampling
The Population of interest we wish to investigate consists of all employees in all IT
companies in Jordan, including top managers, mid-level managers, and regular
employees.
For the sake of this research in specific, we have taken a sample of 100 employees
distributed among a number of IT Companies in Jordan.
The sampling procedure was a multi-staged process; we have first investigated the
Jordanian directory for IT companies, and picked a number of tall and flat organizations.
The second step was a random sampling of the employees of the organization under
study, to whom the questionnaire measuring our variables was distributed, making sure
we get an equal share per organizational structure type.
The table below illustrated the types of organizations and the number of samples per
organization
Table-1 Participating IT Organizations
Organization Name Organization type Number of samples
Progressoft Flat 35
STS Tall 50
Optimiza Tall 10Method Flat 10
ExcellentTrain Flat 15
Masterpieces Flat 5
Knowledge Horizon Tall 25
Total 150
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Sources of data and Instrumentation
Major sources of data for this study included:
Secondary data: Sources of data that already existed and were ready for use, such as
organizational records and archives.
Primary data: Data that was yet to be sought and collected from the samples subjects
under study. The data collection method in this study was a questionnaire developed to
measure the variables in the theoretical model.
The distributed questionnaire consisted of 2 parts; the first part was directed towards
measuring the organizational variables of interest, which are size, and length of chain of
command, along with some demographical data about the respondent. The second part
is directed towards measuring the employees job satisfaction in the current
organizational structure using a standard widely used questionnaire under the name
The Minnesota Satisfaction Questionnaire (MSQ).
MSQ was developed by Weiss, Dawis, English, and lofquist (1967) to measure the
individual's satisfaction with twenty different aspects of the work environment and is
one of the most popular measures of job satisfaction.
The MSQ is a 100-item, self-report instrument. It measures job satisfaction across 20
different dimensions mentioned in the theoretical model section, with five questions for
each dimension, on a 5-point likert scale. Those dimensions are listed again in the table
below, with a brief explanation of each, and the question numbers measuring eachdimension
Table-2 Job Satisfaction MSQ Subscales
Job Satisfaction
Dimension
Explanation Question
numbers
1. Ability utilization The chance to do something that makesuse of my abilities
7, 27, 47, 67, 87
2. Achievement The feeling of accomplishment I get fromthe job.
19, 39, 59, 79, 99
3. Activity Being able to keep busy all the time. 20, 40, 60, 80,100
4. Advancement The chances for advancement on thisjob.
14, 34, 54, 74, 94
5. Authority The chance to tell other people what todo.
6, 26, 46, 66, 86
6. Company Policiesand Practices
The way company policies are put into
practice.
9, 29, 49, 69, 99
7. Compensation My pay and the amount of work I do. 12, 32, 52, 72, 92
8. Co-workers The way my co-workers get along with each
other.
16, 36, 56, 76, 96
9. Creativity The chance to try my own methods of work 2, 22, 42, 62, 82
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10.Independence The chance to work alone on the job. 4, 24, 44, 64, 84
11.Moral values Being able to do things that don't goagainst my conscience.
3, 23, 43, 63, 73
12.Recognition The praise I get for doing a good job. 18, 38, 58, 78, 98
13.Responsibility The freedom to use my own judgment. 17, 37, 57, 77, 97
14.Security The way my job provides for steadyemployment.
11, 31, 51, 71, 91
15.Social service The chance to do things for other people. 1, 21, 41, 61, 81
16.Social status The chance to be "somebody" in thecommunity.
8, 28, 48, 68, 88
17.Supervision-human relation
The way my boss handles his men. 10, 30, 50, 70, 90
18.Supervision-technical
The competence of my supervisor in
making decisions.
15, 35, 55, 75, 95
19.Variety The chance to do different things from
time to time.
5, 25, 45, 65, 85
20.Workingconditions
The working conditions. 13, 33, 53, 73, 93
Advantages of MSQ:
Reliable, valid measure of job satisfaction.
Easy to use, easy to understand.
Applicable to any organization.
Applicable for managers, supervisors, and employees.
However, one drawback of MSQ is that its a bit too long. A full English and Arabicversions of the questionnaire are found in Appendix A.
Analysis plan
The questionnaire was distributed among the employees of the selected IT
organizations and recollected. Table 3 below is a replica of Table 1 showing the number
of respondents per organization.
Table-3 Samples and respondents per organizationOrganization No. Organization type Number of samples Number of
respondents
Progressoft Flat 35 31
STS Tall 50 20
Optimiza Tall 10 9
Method Flat 10 6
ExcellentTrain Flat 15 7
Masterpieces Flat 5 5
Knowledge Horizon Tall 25 22
Total 150 100
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After all filled questionnaires were retrieved; all data were entered on SPSS to go
through the statistical analysis.
The Collected data included demographical Info, organizational structure type and the
answers to the 100 questions of the MSQ. First of all, descriptive analysis were
conducted for the 20 subscales of JOB satisfaction, followed by an independent samples
two-tailed t-test at a 5% significance level to check if there was a mean difference
between the job satisfaction level in the flat organizations sample and the tall
organizations sample for each subscale of the 20 job satisfaction subscales, and the
overall job satisfaction level, and whether this mean difference was due to the
organizational structure, or sampling error.
Reliability test
Cronbach's Alpha was used to test the reliability of the scale used in data collection, and
as shown in the table below, it was found that Alpha = .967 which is good because it is
greater than .80, the threshold for acceptable reliability
Table-4 Reliability Statistics
Cronbach's Alpha N of Items
.967 100
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CHAPTER IV Results
This chapter will discuss the analysis results for the collected data. The Statistical
Package for the Social Sciences 15.0 for Windows (SPSS, 2006) was used for all analyses.
The primary research question, "What is the relationship between organizational
structure and job satisfaction? was addressed using independent samples two-tailed t-
tests between the independent variable and the dependent variables 20 dimensions at
a 5% significance level.
Demographic profile
The study included 100 employees, 38% of this sample was comprised of females, and
62% were males. As for the age range of the respondents, a high majority (88%) wereaged between 20-30 years old, 11% were aged between 31 and 40 years old, while only
one respondent was aged above 41 and below 50.
The demographic statistics are summarized in the Tables 5 and 6 below.
Table-5 Gender
Frequency Percent
Valid
Percent
Cumulative
Percent
Valid female 38 38.0 38.0 38.0
male 62 62.0 62.0 100.0
Total 100 100.0 100.0
Table-6 Age
Frequency PercentValid
PercentCumulative
Percent
Valid 20-30 88 88.0 88.0 88.0
31-40 11 11.0 11.0 99.0
41-50 1 1.0 1.0 100.0
Total 100 100.0 100.0
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Descriptive statistics
100 employees in different IT organizations of different structures went through the
study. 49% of the samples worked at flat structures, while 51% worked at tall
structures. Tables 7 and 8 below show the distribution of employees among different
structures, and the number of respondents per IT organization participating in thestudy.
Table-7 Respondents frequencies per structure type
Structure type Frequency Percent Valid Percent Cumulative Percent
flat 49 49.0 49.0 49.0
tall 51 51.0 51.0 100.0
Total 100 100.0 100.0
Table-8 Respondents frequencies per organization
Organization name Frequency Percent Valid Percent Cumulative Percent
Excellent Train 7 7.0 7.0 7.0
Knowledge Horizon 22 22.0 22.0 29.0
Method 6 6.0 6.0 35.0
MasterPieces 5 5.0 5.0 40.0
Optimiza 9 9.0 9.0 49.0
Progressoft 31 31.0 31.0 80.0
STS 20 20.0 20.0 100.0
Total 100 100.0 100.0
As for the job satisfaction levels among the samples under study, Table-9 below shows
the mean, standard deviation, and the minimum and maximum values for each subscale
of the job satisfaction subscales for the 100 samples in all organizational structures,
being flat or tall. The job satisfaction scores had a narrow range, as the values laid
between a minimum score of 3.368 out of 5 for the Compensation dimension, which is
the amount of pay in exchange of work done, and a maximum score of 3.798 out of 5 for
Co-workers dimension, which refers to the way the co-workers get along in the work
place.
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Table-9 Job satisfaction Descriptive Statistics
Job satisfaction
Dimension N Minimum Maximum Mean
Std.
Deviation
Ability Utilization 100 1.80 5.00 3.5240 .80593Achievement 100 1.80 5.00 3.6180 .68761
Activity 100 1.80 5.00 3.6940 .65471
Advancement 100 1.00 5.00 3.4000 .76910
Authority 100 1.80 4.80 3.5900 .61390
Company Policies and
Practices
100 1.20 4.80 3.3680 .78250
Compensation 100 1.40 5.00 3.3680 .91175
Co-workers 100 2.00 5.00 3.7980 .58292Creativity 100 1.60 5.00 3.5800 .71774
Independence 100 2.00 5.00 3.7340 .58951
Moral Values 100 2.20 4.80 3.7900 .52676
Recognition 100 1.20 5.00 3.4140 .74522
Responsibility 100 1.80 5.00 3.6560 .64828
Security 100 1.80 4.80 3.6260 .62646
Social Service 100 2.00 5.00 3.7440 .60106
Social Status 100 2.00 5.00 3.4540 .63428
Supervision-HR skills 100 1.80 5.00 3.6200 .76621
Supervision-Technical
skills
100 1.40 4.80 3.4780 .74989
Variety 100 1.80 4.80 3.4660 .64764
Working conditions 100 1.80 5.00 3.6440 .67365
Job Satisfaction 100 2.44 4.63 3.5783 .48114
Now what about job satisfaction among employees of a certain organizational
structure?
We will take a look at each subscale, and compare its value for the samples tall structure
and flat structure. The 4 tables below (Tables 10 to 13) display the means for each job
satisfaction subscale in both tall and flat organizations, and point out the winning
structure for each subscale in particular.
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As can be seen from these statistics, the mean job satisfaction level in flatstructure
outscored the tall structure for the following subscales:
1. Ability Utilization
2. Achievement
3. Activity
4. Compensation
5. Co-workers
6. Creativity
7. Independence
8. Moral Values
9. Recognition
10.Responsibility
11.Security
12.Social Service13.Social Status
14.Working conditions
While the tall structure mean job satisfaction level has outscored the flat structure
for the following subscales:
1. Advancement
2. Authority
3. Company Policies and Practices
4. Supervision-HR
5. Supervision-Tech
6. Variety
Table-10 Satisfaction levels in different structures (Part 1)
Structure
Type
Ability
Utiliz.
Achieve
-ment Activity
Advance-
ment Authority
Company
Policies and
Practices
Flat Mean 3.5306 3.6653 3.7061 3.3510 3.5837 3.2082
Min 1.80 1.80 1.80 1.00 1.80 1.20
Max 5.00 5.00 5.00 5.00 4.80 4.40
Tall Mean 3.5176 3.5725 3.6824 3.4471 3.5961 3.5216
Min 1.80 1.80 2.00 2.20 2.40 1.60
Max 5.00 4.60 4.80 4.60 4.80 4.80
Satisfaction
Higher At Flat Flat Flat Tall Tall Tall
Difference 0.0130 0.0928 0.0238 0.0960 0.0124 0.3134
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Table-11 Satisfaction levels in different structures (Part 2)
Structure Type Compensation
Co-
Workers Creativity Independence
Moral
Values Recognition
Flat Mean 3.4816 3.8367 3.5878 3.7592 3.8490 3.4408
Min 1.40 2.00 1.80 2.00 2.20 1.20
Max 5.00 5.00 4.80 5.00 4.80 5.00
Tall Mean 3.2588 3.7608 3.5725 3.7098 3.7333 3.3882
Min 1.40 2.20 1.60 2.00 2.40 1.40
Max 4.80 5.00 5.00 4.80 4.60 5.00
Satisfaction
Higher At Flat Flat Flat Flat Flat Flat
Difference 0.2228 .08 .02 .05 .12 .05
Table-12 Satisfaction levels in different structures (Part 3)
Structure Type Responsibility Security
Social
Service
Social
Status
Supervision-
Hr Skills
Supervision
Technical
Skills
Flat Mean 3.6857 3.6367 3.8898 3.4980 3.5347 3.3755
Min 2.20 2.20 2.80 2.20 1.80 1.40
Max 5.00 4.80 5.00 5.00 5.00 4.60
Tall Mean 3.6275 3.6157 3.6039 3.4118 3.7020 3.5765
Min 1.80 1.80 2.00 2.00 2.00 2.00
Max 4.80 4.80 5.00 4.60 5.00 4.80
Satisfaction
Higher At Flat Flat Flat Flat Tall Tall
Difference .06 .02 0.2859 0.0862 0.1673 0.201
Table-13 Satisfaction levels in different structures (Part 4)
Structure Type Variety
Working
Conditions
Job
Satisfaction
Flat Mean 3.3184 3.7878 3.5863
Minimum 1.80 2.40 2.46
Maximum 4.20 5.00 4.63
Tall Mean 3.6078 3.5059 3.5706
Minimum 2.00 1.80 2.44
Maximum 4.80 4.60 4.47
Satisfaction
Higher At Tall Flat Flat
Difference 0.2895 0.2819 0.0157
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A detailed list for all statistics of the overall job satisfaction levels and its subscales
categorized by the organizations name and structure can be found in Appendix B.
As for the overall job satisfaction, as listed in Table 10. In flat structures, it reached
around 3.58 out of 5 as compared to a score of 3.57 in tall structures. The question is, is
this difference in job satisfaction and all its 20 subscales significant enough? And could
it be due to the organizational structure? Is it due to sampling associated errors? The
answer to these questions can be achieved by performing inferential statistical analysis
on the available data. These will be discussed in the next section.
Inferential statistics
We will now analyze the data in hand to decide whether the difference in job
satisfaction subscales levels and the overall job satisfaction among tall and flat
organizations are significant, and whether this difference is due to the organizational
structure, or a sampling error.
The suitable statistical test in this case, is the independent samples t-test, since the
employees in tall organizations lie in a separate group of the employees in the flat
organizations. As for the type of t-test, it will be a two-tailed t-test since our alternative
hypothesis is non-directional, and doesnt state which organizational structure has a
higher level of job satisfaction. The chosen significance level for this test is 5%
The t-test will first be conducted for testing the relation between organizational
structure, and each subscale of the 20 job satisfaction subscales, and determining
whether the organizational structure has a relation with certain job satisfaction
dimensions. Another t-test will then be performed to determine the relation between
the organizational structure and the overall job satisfaction.
The results of the 20 t-tests for job satisfaction subscales are summarized in Table 14
below:
Table-14 t-test results
Job Satisfaction Subscale Significance level froma 2-tailed t-test
Sig< (0.05)? Comment
Ability Utilization 0.937 No Alternative hypothesisis not supported
Achievement 0.503 No Alternative hypothesis
is not supported
Activity 0.857 No Alternative hypothesis
is not supported
Advancement 0.537 No Alternative hypothesis
is not supported
Authority 0.920 No Alternative hypothesis
is not supported
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Company Policies and Practices 0.046 Yes Alternative hypothesis
is supported
Compensation 0.223 No Alternative hypothesis
is not supported
Co-workers 0.518 No Alternative hypothesisis not supported
Creativity 0.916 No Alternative hypothesisis not supported
Independence 0.678 No Alternative hypothesisis not supported
Moral Values 0.274 No Alternative hypothesis
is not supported
Recognition 0.727 No Alternative hypothesis
is not supported
Responsibility 0.655 No Alternative hypothesis
is not supported
Security 0.867 No Alternative hypothesis
is not supported
Social Service 0.016 Yes Alternative hypothesis
is supported
Social Status 0.500 No Alternative hypothesis
is not supported
Supervision-HR 0.278 No Alternative hypothesis
is not supported
Supervision-Tech 0.182 No Alternative hypothesisis not supported
Variety 0.025 Yes Alternative hypothesis
is supportedWorking conditions 0.035 Yes Alternative hypothesis
is supported
Based on these results, we can conclude that:
1- Employees in tall IT organizations are more satisfied with respect to the job
satisfaction dimensions: Company Policies and Practices, Social Service, and
Variety, than employees in flat organizations.
2- Employees in flat IT organizations are more satisfied with respect to workingconditions than employees in tall organizations.
As for the overall job satisfaction, the significance level obtained from the t-test equality
of means was 0.871, and the degrees of freedom=97.363. the significance level doesnt
lay below the accepted significance level of the test (=5%), as a result, we can say:
The t-test with df= 97.363 was not significant; we must retain the possibilities that the
difference between the two groups is zero.
Hence, H0is accepted, and HAis rejected.
A detailed list for all t-tests parameters and outputs is available in Appendix B
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CHAPTER V Summary, Recommendations, and Limitations
Summary
This study was undertaken to explore the relation between organizational structure ofIT companies in Jordan, and the level of job satisfaction of their workers.
A sample of 100 employees working at IT organizations of one of the two structure
types: flat or tall, went under the study and expressed the way they feel towards
different aspects of their jobs. Their input was analyzed and interpreted following
proper research methods and using statistical analysis. It was found that the
organizational structure for this setting only has effect on 4 out of 20 job satisfaction
dimensions: Company Policies and Practices, Social Service, Variety, and working
conditions. Where the first 3 dimensions are more satisfying in tall organizations and
the last is more satisfying in flat organizations. On the other hand, organizational
structure had no effect on the rest of the job satisfaction subscales, and the overall job
satisfaction level of employees in the selected IT companies.
These results could be due to the fact that IT companies might not be applying the
organizational structures properly, some violations could occur and the workflow
dictated by the structure is not always followed. One final note to be made, is that the
mean job satisfaction levels among the entire sample subjects had a narrow range (a
minimum 3.368 of and a maximum of 3.798), which indicates that the satisfaction
among IT workers doesnt vary that much over the organizations. Moreover, thesescores are not that high, and from here we can make an initial observation here, that IT
workers are not very satisfied.
These findings call for a study that goes more in depth in these variables, and more in
breadth of samples and other industries,. In addition, it would be useful to explore other
factors that might boost up the job satisfaction of IT workers in specific.
Recommendations
For future studies, it is highly recommended to enhance the operational definition for
the organizational structure variable to include more dimensions, such as size,
formalization, and centralization.
It is also recommended to study the effect of the organizational structure on other
individual organizational behavior variables such as communication, performance,
productivity, absenteeism and turnover.
Holding the type of companies constant, it will be of great value if more variables that
could affect job satisfaction could be studied.
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It would be a great benefit as well to conduct similar studies in other industries such as
manufacturing and education.
Limitations
The current research went through the following limitations and obstacles:
1- Time provided for conducting the research was inadequate
2- Most IT companies refused to give out their data
3- Some IT companies refused returning back the questionnaires after accepting
participating in the study
4- Personal bias in filling the questionnaire
5- Human error might have occurred in data entry due to the large size of the data
retrieved
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REFERENCES
1- Relation of Organizational Structure to Job Satisfaction, Anxiety-Stress, and
Performance. John M. Ivancevich and Jannes H. Donnelly, Jr.
2- Worthy, James C. 1950 "Organizational structure and employee morale."
American Sociological Review, 24: 169-179.
3- Richardson, F. L W., Jr., and Charles R.Walker.1948 Human Relations in anexpanding Company. New Haven: Labor and Management Center, Yale
University.
4- Carpenter, Harrel H. 1971 "Formal organizational structural factors andperceived job satisfaction of classroom teachers." Administrative Science
Quarterly, 16: 460-465
5- Ghiselli, Edwin E., and Jacob P. Siegel 1972 "Leadership and managerial successin tall and flat organization structures." Personnel Psychology, 25: 617-624.
6- The relationship between organizational structure and integration: the effects onmanufacturing performance. Tafael Teixeira. Department of Management,
Clemson university
7- Organization Structure and Communications. Jerald Hage, Michael Aiken andCora Bagley Marrett.American Sociological Review, Vol. 36, No. 5 (Oct., 1971), pp.
860-871
8- Relationships of tall and flat organization structures to the satisfactions offoreign managers Lyman W. Porter and Jacob Siegel. University of California,
Berkeley
9- Organizational Structure and the Performance and Job Satisfaction of
Physiologists. Leo Meltzer and James Salter. American Sociological Review, Vol.27, No. 3 (Jun., 1962), pp. 351-362
10-Douglas Frank Prawitt , a comparison of human resource allocation acrossauditing firms: The effects of structured .audit technology and environment,
1993
11-Knoop, R. (1995). Influence of participative decision-making on job satisfactionand organizational commitment of school principals.
12-Stacey R. Kessler, The Effects of Organizational Structure on Faculty JobPerformance, Job Satisfaction, and Counterproductive Work Behavior, 2007
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APPENDIX-A
The
Questionnaire(English and
Arabic
Versions)
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University Of Jordan
A questionnaire about The effect of organizational
structure on job satisfaction in IT companies
This research aims at measuring job satisfaction as a function of theorganizational structure. Please read thoroughly and objectively answer the
questions included in this questionnaire on the attached scale, keeping in
mind that all information you submit will be confidentiality dealt with and
just for the purpose of this research. This research is conducted as a
partial fulfillment of the course Organizational Behavior
requirements and is supervised by Dr. Ziad Al Bakhit.
Prepared by:
Diala Khawaldeh Huda Jaouni
MBA/ Management International Business
Student ID: 8090018 Student ID: 8090514
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Part 1: individual and organizational structure
basic information
Instructions: Please fill the table below with reference to yourself and
the IT organization you are currently employed at.
1-Individual Basic Information:1. Gender Male Female2.Age 20-30 31-40 41-50 Above
50
3. Job level Topmanager
Middle
level
manager
Team
leader
Employee
Other
(specify)
.
.
2. The organizations basic information:
1. Size of theorganization
(number of
employees)
1-20
20-
50
50-
100
100-
500
500-
1000
1000+
2. Number ofmanagerial
levels in the
organization
1 2 3 4 5 or
more
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Part 2 Measuring Job Satisfaction
Instructions:
The purpose of this part of the questionnaire is to give you a chance to
tell how you feel about your present job, what things you are satisfied
with and what things you are not satisfied with.
On the following pages you will find statements about your present
job, please do the following:
-Read each statement carefully.
-Decide how satisfied you feel about the aspect of your job described
by the statement.
Keeping the statement in mind:
If you feel that your job gives you more than you expected, check
the box under "Very Sat." (Very Satisfied).
If you feel that your job gives you what you expected, check the
box under "Sat." (Satisfied).
If you cannot make up your mind whether or not the job gives
you what you expected, check the box under "N (Neither
satisfied nor dissatisfied).
If you feel that your job gives you less than you expected, check
the box under "Dissat."(Dissatisfied).
If you feel that your job gives you much less than you expected,
check the box under "Very Dissat." (Very Dissatisfied).
-Do this for all statements. Please answer every item.
-Be frank and honest. Give a true picture of your feelings about your
present job.
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Minnesota Job Satisfaction Questionnaire:
Satisfaction subscale Very
Dissat.
Dissat. N Sat. Very
Sat.
1- The chance to be of service to others
2- The chance to try out some of my own
ideas
3- Being able to do the job without feeling
it is morally wrong
4- The chance to work by myself
5- The variety in my work
6- The chance to have other workers look
to me for direction
7- The chance to do the kind of work thatI do best
8- The social position in the community
that goes with the job
9- The policies and practices towards
employees of this company
10- The way my supervisor and I
understand each other
11- My job security
12- The amount of pay for the work that I
do
13- The working conditions (heating,
lighting, ventilation, etc..) on this job
14- The opportunities for advancement in
this job
15- The technical know-how of mysupervisor
16- The spirit of cooperation among my
co-workers
17- The chance of being responsible of
planning my work
18- The way I am noticed when I do a good
job
19- Being able to see the results of the
work I do
20- The chance to be active much of the
time
21- The chance to be of service to people
22- The chance to do new and original
things on my own
23- Being able to do things that dont goagainst my religious beliefs
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24- The chance to work alone on the job
25- The chance to do different things from
time to time
26- The chance to tell other workers how
to do things
27- The chance to do work that is well
suited to my abilities
28- The chance to be somebody in thecommunity
29- Company policies and the way in which
they are administered
30- The way my boss handles his/her
employees
31- The way my job provides for a secure
future
32- The chance to make as much money as
my friends
33- The physical surroundings where I
work
34- The chance of getting ahead on this job
35- The competence of my supervisor in
making decisions
36- The chance to develop close
friendships with my co-workers
37- The chance to make decisions on my
own
38- The way I get full credit for the work I
do
39- Being able to take pride in a job well
done
40- Being able to do something much of
the time
41- The chance to help people
42- The chance to try something different
43- Being able to do things that dont goagainst my conscience
44- The chance to be alone on the job
45- The routine in my work
46- The chance to supervise other people
47- The chance to make use of my best
abilities
48- The chance to rub elbows withimportant people
49- The way employees are informed
about company policies
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50- The way my boss backs up his/her
employees (with top management)
51- The way my job provides for steady
employment
52- How my pay compares with that forsimilar jobs in other companies
53- The pleasantness of the working
conditions
54- The way promotions are given out on
this job
55- The way my boss delegates work to
others
56- The friendliness of my co-workers
57- The chance to be responsible for the
work of others
58- The recognition I get for the work I do
59- Being able to do something worthwhile
60- Being able to stay busy
61- The chance to do things for other
people
62- The chance to develop new and better
ways to do the job
63- The chance to do things that dont hurt
other people64- The chance to work independently of
others
65- The chance to do something different
everyday
66- The chance to tell people what to do
67- The chance to do something that
makes use of my abilities
68- The chance to be important in the eyes
of others
69- The way company policies are put intopractice
70- the way my boss takes care of the
complaints of his/her employees
71- how steady my job is
72- My pay and the amount of work I do
73- The physical working conditions of the
job
74- The chances for advancement on this
job
75- The way my boss provides help onhard problems
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76- The way my co-workers are easy to
make friends with
77- The freedom to use my own judgment
78- The way they usually tell me when I do
my job well
79- The chance to do my best at all times
80- The chance to be "on the go" all the
time
81- The chance to be of some small service
to other people
82- The chance to try my own methods of
doing the job
83- The chance to do the job without
feeling I am cheating anyone
84- The chance to work away from others85- The chance to do many different things
on the job
86- The chance to tell others what to do
87- The chance to make use of my abilities
and skills
88- The chance to have a definite place in
the community
89- The way the company treats its
employees
90- The personal relationship between myboss and his/her employees
91- The way layoffs and transfers are
avoided in my job
92- How my pay compares with that of
other workers
93- The working conditions
94- My chances for advancement
95- The way my boss trains his/her
employees
96- The way my co-workers get along witheach other
97- The responsibility of my job
98- The praise I get for doing a good job
99- The feeling of accomplishment I get
from the job
100- Being able to keep busy all the time
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APPENDIX-B
SPSS
Descriptiveand Inferential
Analysis
Detailed
Reports
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Descriptive Analysis Detailed Reports
This section lists the detailed reports for all descriptive analysis mentioned in the
documentation.
Tables B1-5 list the arithmetic means for all job satisfaction dimensions and the overall
job satisfaction categorized by structure type and organization name:
Table B1 Job Satisfaction levels in the organizations (Part-1)
Str.
type Organization name
Ability
Utilization
Achieve
-ment Activity
Advance-
ment Authority
flat ExcellentTrai
n
Mea
n
3.6286 3.7714 3.6857 3.7714 3.9714
N 7 7 7 7 7Method Mea
n
4.3000 4.2667 3.9667 4.3000 4.0000
N 6 6 6 6 6
MasterPieces Mea
n
4.4000 4.2800 4.2800 3.4800 3.8800
N 5 5 5 5 5
Progressoft Mea
n
3.2194 3.4258 3.5677 3.0516 3.3677
N 31 31 31 31 31
Total Mea
n
3.5306 3.6653 3.7061 3.3510 3.5837
N 49 49 49 49 49
tall knowledge
Horizon
Mea
n
3.6727 3.7091 3.8182 3.6818 3.7091
N 22 22 22 22 22
optimiza Mea
n
3.4000 3.2222 3.9111 3.3556 3.4444
N 9 9 9 9 9
STS Mea
n
3.4000 3.5800 3.4300 3.2300 3.5400
N 20 20 20 20 20
Total Mea
n
3.5176 3.5725 3.6824 3.4471 3.5961
N 51 51 51 51 51
Tota
l
ExcellentTrai
n
Mea
n
3.6286 3.7714 3.6857 3.7714 3.9714
N 7 7 7 7 7
knowledge
Horizon
Mea
n
3.6727 3.7091 3.8182 3.6818 3.7091
N 22 22 22 22 22
Method Mea
n
4.3000 4.2667 3.9667 4.3000 4.0000
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N 6 6 6 6 6
MasterPieces Mea
n
4.4000 4.2800 4.2800 3.4800 3.8800
N 5 5 5 5 5
optimiza Mea
n
3.4000 3.2222 3.9111 3.3556 3.4444
N 9 9 9 9 9
Progressoft Mea
n
3.2194 3.4258 3.5677 3.0516 3.3677
N 31 31 31 31 31
STS Mea
n
3.4000 3.5800 3.4300 3.2300 3.5400
N 20 20 20 20 20
Total Mea
n
3.5240 3.6180 3.6940 3.4000 3.5900
N 100 100 100 100 100
Table B2 Job Satisfaction levels in the organizations (Part-2)
Str.
type organization name
Compan
y
Policies
andPractice
s
Compensati
on
Co-worker
s
Creativit
y
Independen
ce
flat ExcellentTra
in
Mea
n
3.5714 3.9143 3.7714 3.4571 3.8857
N 7 7 7 7 7
Method Mea
n
4.1667 4.1000 4.3333 4.3000 4.0000
N 6 6 6 6 6
MasterPiece
s
Mea
n
3.6800 3.0400 3.6400 3.9200 4.1200
N 5 5 5 5 5
Progressoft Mea
n
2.8645 3.3355 3.7871 3.4258 3.6258
N 31 31 31 31 31
Total Mea
n
3.2082 3.4816 3.8367 3.5878 3.7592
N 49 49 49 49 49
tall knowledge
Horizon
Mea
n
3.7818 3.7182 3.7636 3.7909 3.9273
N 22 22 22 22 22
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optimiza Mea
n
3.2000 3.1111 3.8222 3.4222 3.5778
N 9 9 9 9 9
STS Mea
n
3.3800 2.8200 3.7300 3.4000 3.5300
N 20 20 20 20 20
Total Mea
n
3.5216 3.2588 3.7608 3.5725 3.7098
N 51 51 51 51 51
Tota
l
ExcellentTra
in
Mea
n
3.5714 3.9143 3.7714 3.4571 3.8857
N 7 7 7 7 7
knowledge
Horizon
Mea
n
3.7818 3.7182 3.7636 3.7909 3.9273
N 22 22 22 22 22
Method Mea
n
4.1667 4.1000 4.3333 4.3000 4.0000
N 6 6 6 6 6
MasterPiece
s
Mea
n
3.6800 3.0400 3.6400 3.9200 4.1200
N 5 5 5 5 5
optimiza Mea
n
3.2000 3.1111 3.8222 3.4222 3.5778
N 9 9 9 9 9Progressoft Mea
n
2.8645 3.3355 3.7871 3.4258 3.6258
N 31 31 31 31 31
STS Mea
n
3.3800 2.8200 3.7300 3.4000 3.5300
N 20 20 20 20 20
Total Mea
n
3.3680 3.3680 3.7980 3.5800 3.7340
N 100 100 100 100 100
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Table B3 Job Satisfaction levels in the organizations (Part-3)
Str. type organization name Recognition
Moral
Values Responsibility Security
flat ExcellentTrain Mean 3.4857 3.6571 3.8000 3.9143N 7 7 7 7
Method Mean 4.2333 4.0333 4.3667 4.3333
N 6 6 6 6
MasterPieces Mean 4.0000 3.7200 3.8400 4.2400
N 5 5 5 5
Progressoft Mean 3.1871 3.8774 3.4258 3.7419
N 31 31 31 31
Total Mean 3.4408 3.8490 3.6367 3.8898
N 49 49 49 49
tall knowledge
Horizon
Mean 3.5273 3.8273 3.7091 3.8091
N 22 22 22 22
optimiza Mean 3.4667 3.4889
N
3.2000 3.6667
9 9
STS Mean 9 9 3.5800 3.4300
N 3.3200 3.6600 20 20
Total Mean 20 20 3.6157 3.6039
N 3.3882 3.7333 51 51
Total ExcellentTrain Mean 51 51 3.8000 3.9143N 3.4857 3.6571 7 7
knowledge
Horizon
Mean 7 7 3.7091 3.8091
N 3.5273 3.8273 22 22
Method Mean 22 22 4.3667 4.3333
N 4.2333 4.0333 6 6
MasterPieces Mean 6 6 3.8400 4.2400
N 4.0000 3.7200 5 5
optimiza Mean 5 5 3.4667 3.4889
N 3.2000 3.6667 9 9
Progressoft Mean 9 9 3.4258 3.7419
N 3.1871 3.8774 31 31
31 31
STS Mean
3.3200 3.6600
3.5800 3.4300
N 20 20 20 20
Total Mean 3.4140 3.7900 3.6260 3.7440
N 100 100 100 100
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Table B4 Job Satisfaction levels in the organizations (Part-4)
Str. type organization name
Social
Service
Social
Status
Supervision-
HR
Supervision-
Tech
flat ExcellentTrain Mean 3.6571 4.0000 3.5429 3.7429
N 7 7 7 7
Method Mean 4.1667 4.3667 4.3000 4.2333
N 6 6 6 6
MasterPieces Mean 3.4400 4.0400 4.3200 3.8800
N 5 5 5 5
Progressoft Mean 3.3419 3.1871 3.4968 3.0452
N 31 31 31 31
Total Mean 3.4980 3.5347 3.6857 3.3755
N 49 49 49 49tall knowledge
Horizon
Mean 3.5364 3.7545 3.8727 3.7182
N 22 22 22 22
optimiza Mean 3.4222 3.5778 3.4889 3.3111
N 9 9 9 9
STS Mean 3.2700 3.7000 3.4200 3.5400
N 20 20 20 20
Total Mean 3.4118 3.7020 3.6275 3.5765
N 51 51 51 51
Total ExcellentTrain Mean 3.6571 4.0000 3.5429 3.7429
N 7 7 7 7
knowledge
Horizon
Mean 3.5364 3.7545 3.8727 3.7182
N 22 22 22 22
Method Mean 4.1667 4.3667 4.3000 4.2333
N 6 6 6 6
MasterPieces Mean 3.4400 4.0400 4.3200 3.8800
N 5 5 5 5
optimiza Mean 3.4222 3.5778 3.4889 3.3111
N 9 9 9 9
Progressoft Mean 3.3419 3.1871 3.4968 3.0452N 31 31 31 31
STS Mean 3.2700 3.7000 3.4200 3.5400
N 20 20 20 20
Total Mean 3.4540 3.6200 3.6560 3.4780
N 100 100 100 100
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Table B5 Job Satisfaction levels in the organizations (Part-5)
Str. type organization name Variety
Working
conditions
Job
Satisfaction
flat ExcellentTrain Mean 3.4857 3.6857 3.7200N 7 7 7
Method Mean 4.1000 4.3333 4.2100
N 6 6 6
MasterPieces Mean 3.7600 3.6400 3.8800
N 5 5 5
Progressoft Mean 3.0581 3.7290 3.3881
N 31 31 31
Total Mean 3.3184 3.7878 3.5863
N 49 49 49tall knowledge
Horizon
Mean 3.9545 3.8273 3.7555
N 22 22 22
optimiza Mean 3.3556 3.1111 3.4278
N 9 9 9
STS Mean 3.3400 3.3300 3.4315
N 20 20 20
Total Mean 3.6078 3.5059 3.5706
N 51 51 51
Total ExcellentTrain Mean 3.4857 3.6857 3.7200
N 7 7 7
KH Mean 3.9545 3.8273 3.7555
N 22 22 22
Method Mean 4.1000 4.3333 4.2100
N 6 6 6
MasterPieces Mean 3.7600 3.6400 3.8800
N 5 5 5
optimiza Mean 3.3556 3.1111 3.4278
N 9 9 9
Progressoft Mean 3.0581 3.7290 3.3881N 31 31 31
STS Mean 3.3400 3.3300 3.4315
N 20 20 20
Total Mean 3.4660 3.6440 3.5783
N 100 100 100
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Inferential Analysis
This section lists the detailed reports for all inferential analysis (the t-tests) mentioned
in the documentation.
The Tables B6 illustrates the t-tests results for the 21 relations studied in this research.
Table B6 Independent Samples Test
Levene'sTest for
Equality ofVariances t-test for Equality of Means
95% ConfidenceInterval of the
Difference
F Sig. t df
Sig.(2-
tailed)
MeanDifferenc
e
Std. ErrorDifferenc
e Lower Upper
AbilityUtilization
Equalvariancesassumed
1.459
.230
.080 98 .936 .01297 .16203 -.30858
.33451
Equalvariancesnotassumed
.080 95.509
.937 .01297 .16243 -.30948
.33541
Acheivement Equalvariancesassumed
.239 .626
.672 98 .503 .09276 .13793 -.18096
.36648
Equalvariancesnotassumed
.672 96.981
.503 .09276 .13810 -.18134
.36686
Activity Equalvariancesassumed
2.026
.158
.181 98 .857 .02377 .13161 -.23741
.28495
Equalvariancesnotassumed
.181 96.908
.857 .02377 .13123 -.23668
.28422
Advancement Equalvariancesassumed
.614 .435
-.622 98 .535 -.09604 .15433 -.40230
.21022
Equalvariancesnotassumed
-.620 93.318
.537 -.09604 .15490 -.40364
.21156
Authority Equalvariancesassumed
1.425
.235
-.101 98 .920 -.01240 .12342 -.25733
.23252
Equalvariancesnotassumed
-.100 92.921
.920 -.01240 .12391 -.25846
.23365
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CompanyPolicies andpractices
Equalvariancesassumed
2.592
.111
-2.034
98 .045 -.31341 .15411 -.61923
-.00758
Equalvariancesnot
assumed
-2.026
92.918
.046 -.31341 .15471 -.62064
-.00617
Compensation
Equalvariancesassumed
.807 .371
1.225 98 .224 .22281 .18193 -.13822
.58384
Equalvariancesnotassumed
1.227 97.847
.223 .22281 .18163 -.13765
.58326
Co-workers Equalvariancesassumed
.016 .900
.649 98 .518 .07595 .11695 -.15613
.30803
Equal
variancesnotassumed
.649 97.72
7
.518 .07595 .11698 -
.15620
.30810
Creativity Equalvariancesassumed
.069 .794
.105 98 .916 .01521 .14430 -.27115
.30156
Equalvariancesnotassumed
.106 97.130
.916 .01521 .14391 -.27040
.30082
Independence
Equalvariancesassumed
.531 .468
.417 98 .678 .04938 .11842 -.18562
.28438
Equalvariancesnotassumed
.416 95.136
.678 .04938 .11874 -.18634
.28510
Moral Values Equalvariancesassumed
1.195
.277
1.099 98 .275 .11565 .10526 -.09324
.32454
Equalvariancesnotassumed
1.101 97.525
.274 .11565 .10503 -.09279
.32409
Recognition Equalvariancesassumed
.853 .358
.351 98 .726 .05258 .14974 -.24457
.34973
Equalvariancesnotassumed
.350 96.079
.727 .05258 .15005 -.24525
.35042
Responsibility Equalvariancesassumed
.101 .751
.447 98 .656 .05826 .13021 -.20013
.31666
Equalvariancesnot
assumed
.448 97.974
.655 .05826 .13015 -.20001
.31653
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Security Equalvariancesassumed
.002 .968
.167 98 .868 .02105 .12594 -.22887
.27096
Equalvariancesnot
assumed
.167 97.910
.867 .02105 .12576 -.22851
.27061
SocialService
Equalvariancesassumed
4.002
.048
2.436 98 .017 .28587 .11735 .05300 .51875
Equalvariancesnotassumed
2.448 93.829
.016 .28587 .11676 .05405 .51770
Social Status Equalvariancesassumed
.737 .393
.677 98 .500 .08619 .12723 -.16629
.33868
Equal
variancesnotassumed
.677 97.27
4
.500 .08619 .12735 -
.16655
.33893
Supervision-HR
Equalvariancesassumed
.490 .486
-1.092
98 .277 -.16727 .15312 -.47113
.13660
Equalvariancesnotassumed
-1.091
97.008
.278 -.16727 .15331 -.47155
.13701
Supervision-Tech
Equalvariancesassumed
.190 .664
-1.345
98 .182 -.20096 .14940 -.49744
.09552
Equalvariancesnotassumed
-1.344
97.446
.182 -.20096 .14950 -.49767
.09575
Variety Equalvariancesassumed
.521 .472
-2.281
98 .025 -.28948 .12689 -.54128
-.03767
Equalvariancesnotassumed
-2.277
96.336
.025 -.28948 .12712 -.54180
-.03715
Workingconditions
Equalvariancesassumed
2.130
.148
2.129 98 .036 .28187 .13242 .01910 .54465
Equalvariancesnotassumed
2.137 95.758
.035 .28187 .13190 .02004 .54370
JobSatisfaction
Equalvariancesassumed
.216 .643
.163 98 .871 .01574 .09672 -.17621
.20768
Equali
.163 97.363
.871 .01574 .09680 -17638
.20786