STRUCTURAL
EQUATION MODELLING (SEM)
USING AMOS GRAPHIC
USING AMOS GRAPHIC
ORGANISER
Softskill Development &
Resources,
Hafizi Shafiin, h/p: 6019-9898463, hafizi.shafiin@gmail.com
Nurazlani
Abdullah, h/p: 6010-9074350, nurazlani.kb@gmail.com
AMOS (Analysis
of Moments Structures) is a software which enables researchers to analyze the
inter-relationships among constructs having multiple indicators in a model.
Using AMOS graphic, the analysis is executed effectively, accurately, and
efficiently. And more importantly, the inter-relationships in a model are
computed simultaneously. Recently almost all established journal publishers proposed
the use of model in writing.
OBJECTIVE
The workshop will expose participants with the application of
Structural Equation Modeling or SEM, the Second Generation Statistical Method.
SEM is widely used by researchers to analyze the inter-relationships among
constructs in a model. Upon understanding the concept of SEM, the participants
will enjoy the hands-on guides on how to execute SEM using AMOS software, and
also how to interpret the results.
WHO SHOULD BE THE PARTICIPANTS?
Academicians, researchers,
scholars, consultants, postgraduate students, those who require SEM for their
data analysis
PRESENTER
Associate Professor Dr Zainudin Hj Awang is a lecturer of
Statistics and Quantitative Management in the Faculty of Computer Science and
Mathematics, UiTM Kelantan. He has been a lecturer since 1989 and a research
consultant since then. His main area of consultancy is Structural Equation
Modeling (SEM). He holds a B.Sc in Statistics from Iowa State, M.Sc in Applied
Statistics from Western Michigan and a PhD in Marketing from UMT. He has
published several books in his area of specialization. Among the books are
Business Statistics, Quantitative Business Analysis, Research Methodology,
Guides in Writing Research Proposal, Statistical Data Analysis, and Structural
Equation Modeling using AMOS. His lecture will be held practically, so please
bring along your laptops.
PHASE OF COURSES
Level 1 – two days : Beginner and Intermediate*
Level 2 – two days : Advanced*
*see course outlines,
the course conducted separately
THE FEES
The fees for each level are USD 350 per head (includes certificate);
We prefer a group of 25–30 person per class for a specific
places, or else joining our closest class;
Confirmation must be made a week before by sending list of
names via email or simply filling the GoogleDocs;
METHOD OF PAYMENTS
Please bank in USD 150 to confirm your participations, a week
before;
Another USD 200, must be paid on the course’s date;
Or else we accept right away USD 30 0 bank transfer, cheque,
L.O.
for bank transfer please keep the payment slip, inform us
then should bring it along on the course’s date
acc. number: CIMB 0311-0004186-056 Softskill
Development & Resources
for online registration, please click here
for online registration, please click here
WORKSHOP ON STRUCTURAL EQUATION
MODELING USING AMOS GRAPHIC* Course Outlines
*The complete reading material (book) is available for the
course
LEVEL 1—BEGINNERS & INTERMEDIATE
DURATION:
2 DAYS (14 HOURS)
Day 1: Morning Session
· Introduction to Structural Equation Modeling (SEM)
· The concept of SEM and how it works
· The advantages of SEM compared to OLS
· Converting regression models into AMOS graphic
· The concept of latent construct in research
· The AMOS software and its terms in SEM
· Modeling the observed variables versus the latent
constructs
· Modeling multiple variables in AMOS: The multiple
regression
· Modeling the moderating variable in AMOS graphic.
Day 1: Afternoon Session
· The elements of Structural Equation Modeling
· The role of theory in Structural Equation Modeling
· The Structural Model: estimating the correlational
relationship
· The Structural Model: estimating the causal
relationship
· The Structural Model: estimating the mediating
relationship
· The Structural Model: estimating the
inter-relationships
· The Procedure for Running the Confirmatory Factor
Analysis
· The Measure of Validity and Reliability of the
Model
· The Second CFA Method of Assessing the Measurement
Model
· The Assessment of Normality for the data
Day 2: Morning Session
· Analyzing the structural equation model in AMOS
· Steps Involved in Performing the Structural
Equation Modeling
· Interpreting the text output: The Standardized and
Unstandardized Regression Weights
Day 2: Afternoon session
· Analyzing the Correlational Relationships and Causal
Effects
· Analyzing the correlational relationship among
observed variables
· Analyzing the correlational relationship among
latent constructs
· Analyzing the Causal Effects among Observed
Variables
· Question and Answer Session
· Workshop Ends
LEVEL 2— THE ADVANCED LEVEL
DURATION:
2 DAYS (14 HOURS)
Day 1: Morning Session
· Modeling the Theoretical
Framework of the Study - Recap
· The Measurement Model for
Every Construct - Recap
· The Exploratory Factor
Analysis - Recap
· Running the CFA for
Single Measurement Model - Recap
· Checking for
Unidimensionality, Validity, and Reliability
· Practical Session 1
Day 1: Afternoon Session
· Analyzing the Theoretical
Framework of the Study -Recap
· Modeling the
Inter-Relationships among Constructs -Recap
· Analyzing the
Inter-Relationships among Constructs -Recap
· Practical Session 2
· Testing the Correlational
and Causal Effects
· Modeling the Mediating
Construct in a Structural Model - Recap
· Analyzing the Mediating
Construct in a Structural Model
· Practical Session 3
· Testing the Mediation
Effects
· Practical Session 4
Day 2: Morning Session
· Modeling the Moderating
Construct in a Structural Model - Recap
· Analyzing the Moderating
Construct in a Structural Model
· Practical Session 5
· Testing the Moderation
Effects
· Practical Session 6
· Assessing the Moderation
Effects for Every Level of Moderator variable
· Practical Session 7
Day 2: Afternoon Session
· The Second Order
Confirmatory Factor Analysis
· The Rationale for Second
Order CFA
· Running the Second Order
CFA
· Writing report for SEM
output – Thesis, Journals
· Presentation of AMOS
Models from the Participants
· Question and Answer
Session
· Workshop Ends