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31 - DAB- Data Analytics & Business Intelligience
DAB 413 - Structural Equational Modelling (SEM)
| Code | Start Date | Duration | Venue | |
|---|---|---|---|---|
| DAB 413 | 14 October 2024 | 5 Days | Istanbul | Registration Form Link |
| DAB 413 | 18 November 2024 | 5 Days | Istanbul | Registration Form Link |
| DAB 413 | 23 December 2024 | 5 Days | Istanbul | Registration Form Link |
Course Description
It is a crucial subject to define and study through a consistent and accurate model in statistical research. Thus, it is necessary to define the objectives of the research study, the elements that will be the subject of the study and the relationships between them.A good explanation of relationships ensures that the goals of the survey are realized with minor errors and convinces the readers that the study has a scientific point of view. One of the best models to choose within this framework is SEM. SEM modeling defines relationships not only in mathematical expressions, but also in schematic expressions. Since SEM explains relationships with error multipliers, it reports the results where the fewest errors will occur. Thus, it supports the researcher in concluding their goals safely and in the most accurate way. SEM design, which requires a strong application and statistical infrastructure during the design phase, is also handled and processed by powerful software. This course introduces SEM from a conceptual perspective. It presents schematically what can be done and how to do it. It aims to show how interpret sthe result reports with the relevant SEM software (SPSS-AMOS).
Course Objectives
- Overview of SPSS usage and basic analysis methods
- Basic concepts in the use of SEM
- SEM application methods
- Basic tutorial of SPSS_AMOS
- SEM practical case studies and results comments
Who Should Attend?
- Those who work in the fields of Business, Marketing, Medicine and Social Sciences
- Those who will prepare academic studies or take part in such studies
- Managers or bosses who set senior policy in businesses
- Those who carry out studies such as surveying/reporting in the market
- Anyone who want to improve themselves and are interested in the subject
Course Details/Schedule
Day 1
- Overview of SPSS usage and basic analysis methods
- Types of methods handling for study in SPSS
- Type of variables in SPSS
- Correlation/Linearity/Regression/Anova with SPSS
- Confirmatory factor analysis in SPSS
Day 2
- Basic concepts in the use of SEM
- What is SEM ?
- Importance of SEM in research
- General approach for conducting a SEM analysis
- Traditional statistical techniques and SEM
- Types of structural equation models
Day 3
- SEM technical aspects of SEM
- Basic terminology of SEM
- Basic symbols and relationships used in structural in SEM
- Path analysis
- Mathematical specification of structural equation
Day 4
- Basic tutorial of SPSS_AMOS
- What is AMOS,IBM SPSS ?
- Solving SEM using AMOS
Day 5
- SEM practical case studies and results comments.
- At least one sample SEM practical case of following subjects will be analized with AMOS-SPSS. ( Healthcare System, Marketing Model, Productivity Model, SEM for Job Satisfaction and HR Policies, SEM for Student Performance and Teaching Pedagogy Model)
