SMARTPLS 4 workshop (Part 1):
Basic structural equation modeling (PLS-SEM) data analysis using SMARTPLS 4
Date: 16 - 17 November 2024 (Saturday - Sunday) / Time: 9 - 4 pm
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We provide online data analysis workshops for SPSS, SMARTPLS and AMOS
Dear All,
You are cordially invited to join the following workshop:
Workshop Title: Basic Structural Equation Modeling (PLS-SEM) Data Analysis Using SMARTPLS 4
Speaker: Professor Dr Chua Yan Piaw
Date: 16 - 17 November 2024 (Saturday - Sunday)
Time: 9.00 am - 4.00 pm
Method: Online (Googlemeet)
Fee: RM200
Certificate: Provided
Registration: Ms. Lina (email: researchtreeresources@gmail.com)
Workshop Synopsis
In a quantitative study, a researcher proposes a conceptual framework or a hypothesised model for relationships between variables. Then he collects data for all the variables from a research sample using a research instrument. To analyse the validity and reliability of the instrument and to test whether the hypothesised model can be applied to the population of the study, he can use the SmartPLS 4 software.
This 2-day workshop is for academicians, researchers or postgraduate students with no / little basic working knowledge of statistics, who are/will be required to carry out statistical analysis for their research. It introduces the use of the latest version of SmartPLS 4 software for structural equation modeling (PLS-SEM) analysis. Through the workshop, participants will be able to establish the validity and reliability of their research instruments, as well as analysing relationships among multiple variables in their research models / conceptual frameworks.
The workshop uses a practical hands-on approach. Participants will be able to practice their data analysis skills in SmartPLS 4 based on data given to them during the workshop.
The following is an example mediation model in SmartPLS 4.
Workshop Contents
1. Introduction to data analysis using SmartPLS 4: PLS-SEM, CB-SEM, PROCESS and REGRESSION
2. Types of SEM models
3. Reflective and formative measurement models
4. Drawing and analysing PLS-SEM models using SmartPLS 4
5. Construct validity and reliability of questionnaire items (research instruments)
6. Convergent validity - Factor loadings, Average variance extracted (AVE)
7. Discriminant validity – Cross loadings, Fornell-Larcker Criterion, HTMT
8. Construct reliability – Cronbach’s alpha, Composite reliabilities (a and b)
8. Multicollinearity – Variance inflation factor (VIF)
9. Structural models - Path coefficients, R-squares, f-squares
10. Model fit - SRMR, d_ULS, d_G, NFI
11. Predictive power of research models – PLSpredict and CVPAT
12. Importance-performance map analysis (IPMA)
13. Construct validity for formative models – Redundancy analysis, collinearity analysis
14. Mediation models - Analysing mediating effects
15. Moderation models - Analysing moderating effects
16. Reporting the results of PLS-SEM analysis
ABOUT THE SPEAKER
REGISTRATION
To attend the workshop,
(1) download and fill the registration form. The form is attached to this email. It can also be downloaded from this link: Registration form
(2) pay the registration fee directly to RESEARCHTREE RESOURCES, Account Number: 8011050200, CIMB Bank.
(3) email your (1) registration form and (2) the proof of payment/receipt to Ms Lina (email: researchtreeresources@gmail.com).
For further information, please email researchtreeresources@gmail.com
We look forward to your participation.
Ms. Lina
Academic Workshop Coordinator
Researchtree Resources
Email: researchtreeresources@gmail.com
To download the Registration Form:
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