StudentShare solutions
Triangle menu

Structural equation modeling - Research Paper Example

Not dowloaded yet

Extract of sample
Structural equation modeling

In addition, the SEM holds the capability to test models with multiple dependent variables. It also holds the capability to model mediators and residuals.
It is essential to consider here that since the model and data have been given prior to the assignment, only model testing, results and interpretation shall seek the attention of performance here. The data therefore shall be put in the Amos software and the model shall be tested to obtain the results. The results obtained can be utilized for the modification of the model. However, it is essential to consider here that a change can result in a change in model's meaning. It is therefore essential to consider whether or not the changes hold consistency with the theory. If the results reveal the need for change in the model then it should be done. However, since theory was not provided for the practical assignment, the changes should be performed in the light of cautious steps.
The essential task is to find out as to what extent does the independent variable (reputation, skill, information exchange, power and flexibility) predict trust (independent variable). In addition, it is also required to find whether or not trust is a mediator to long-term orientation.
It is important to note that all the variables have been presented in an oral shape in the figure above. The oral shape on the variables represents the fact that they are latent variables. Since all the variables were provided in the data set, it can be assumed that these were provided on the basis of factor scores and therefore these variables no longer remains latent variables, but become observed variables. Therefore one should conceptualize them as observable variables from this point of time.

The presented model above has no covariance shown between the five independent variables. Since the task of assignment is to specify that the above model is based on covariance, there exists a dominant need to add bi-directional arrows between the five independent variables.
It is important to note here that the five independent variables are exogenous because they have no prior casual variable. In addition, it is essential to understand that trust is a mediating variable and is an effect of other five mentioned exogenous variables, and it results in long-term orientation, a dependent variable. It is essential to note here that both trust and long-term orientation are endogenous variables.
The model shows no residuals, so they are required to be allocated to endogenous variables. This is because the residuals are unobserved and thus have to be depicted as ovals.
Normality and sample size
Evaluation of absolute model fit can be done by means of probability of chi-square test. However, it is important to consider here that the probability of chi-square test if highly sensitive to both sample size and non-normality in distribution of variables. It is therefore essential to find out whether or not the variables are distributed in normal patter ...Show more

Summary

Structural equation modeling (SEM) holds its essential focus on the examination of a set of regression equations concurrently and is thus an expansion of general linear model since As compared to multiple regression, the SEM holds an advantage of higher flexibility in area of assumptions…
Author : breannamcglynn
Structural equation modeling essay example
Read Text Preview
Save Your Time for More Important Things
Let us write or edit the research paper on your topic
"Structural equation modeling"
with a personal 20% discount.
Grab the best paper

Related Essays

Difference between Genders in Decision-Making
The findings show both women and men having some differences and similarities in decision-making aspects and process. Vast differences have always existed between genders, the most perceptible being the physical difference. In recent times, gender equality has grown and people have shifted to seeing women and men as equal beings thus creating an erroneous perception and view that both genders are equal.
8 pages (2000 words) Research Paper
Challenges of quantitative research
There have been negating views which supplement the importance of both the researches. Quantitative research methods are used by the researchers when they wish to make statements of situations which might take place in a population. This research style is based on probabilistic measures which form the basis of the theory.
11 pages (2750 words) Research Paper
Statistics for Counseling and Program Evaluation
lytical in nature; and attempts to make sense of the results of a plethora of studies in order to get a more comprehensive understanding of the dynamics that govern success and failure in making vocational choices, and succeeding at them. Correlation: Correlation is a
3 pages (750 words) Research Paper
Research Methods for Business
The academic journal refers to undertaking a quantitative study with the small business organization in order to appraise the strategies of leadership in relation to the quality management and customer satisfaction within the organization to conduct the performance
15 pages (3750 words) Research Paper
Vroom's Equation Theory Discussion
The equation could be an estimator of how I am motivated because my vision and utility in achieving my desired goals form the basis of my level of motivation but the subjective scope of the equation
1 pages (250 words) Research Paper
The final project
It is a very essential and necessary tool for any organization and or business. The process of budgeting involves a lot of consultation and team work. The process involves
5 pages (1250 words) Research Paper
Research design
Successful learning of a foreign language is multi-faceted, and these variables possess a complex relationship, having the potential to influence the attitudes and motivations of a
3 pages (750 words) Research Paper
Structural Equation Modeling Analyse
Factor scale indicator is represented by the first variable measured. Model 2 (shown on the right side) is characterized by a constrained factor variance to unity and a situation where there is free variance of entire indicator paths. Similar to normal regression, it
2 pages (500 words) Research Paper
Learning outcomes of Statistics for Managers
Statistics now days have become a vital tool in many academic disciplines such as education, engineering, sociology, medicine and psychology. Statistics also applies in many other aspects such as
3 pages (750 words) Research Paper
Solid modeling
These principles support the formation, animation, exchange, interrogation, visualization, annotation, and examination of digital prototypes of physical matters (Escobar et al.
9 pages (2250 words) Research Paper
Get a custom paper written
by a pro under your requirements!
Win a special DISCOUNT!
Put in your e-mail and click the button with your lucky finger
Your email
YOUR PRIZE:
Apply my DISCOUNT
Comments (0)
Rate this paper:
Thank you! Your comment has been sent and will be posted after moderation