A Publication Engineering Bootcamp — Not Just an SPSS Course
This intensive 3-day workshop is designed to equip researchers, academicians, and students with the exact analytical and writing framework expected in Scopus, Web of Science (WoS), and ABDC-indexed journal publications using IBM SPSS Statistics and IBM AMOS (for Structural Equation Modeling).
Unlike conventional workshops that focus on isolated statistical techniques, this programme is built around a "Complete Research Paper Analysis Package" approach — from basic data screening to advanced latent variable modeling (CFA & SEM) — ensuring participants learn the minimum essential analytical structure required by high-quality journals.
The goal is simple: enable participants to produce a journal-ready empirical paper — not just run statistical tests.
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Journal-Aligned Framework
Methodological rigor expected by Scopus, WoS & ABDC journals — logical sequencing, hypothesis-method-result alignment, and APA/Elsevier-style reporting.
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SPSS + AMOS Integration
Learn how to connect SPSS (EFA, regression) and AMOS (CFA, SEM) into a single, coherent, publishable paper — not isolated tools.
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Results to Publication
Transformation of software outputs into publishable academic writing — including SEM tables, path diagrams, and fit indices presented in reviewer-friendly formats.
3Days of Training
500+Researchers Trained
6Analysis Stages
CFA+SEMAMOS Coverage
Why This Workshop
🔍 The Researcher's Problem — & Our Solution
You have a promising research idea. You collected data. You ran some tests in SPSS. But when you submitted your paper to a Scopus, Web of Science, or ABDC journal — it came back within a week, desk rejected. Sound familiar?
❌ The Problem — What Stops You
Desk rejection: "Methodology does not meet journal standards"
Measurement validity is not established
Statistical analysis is too basic or incomplete
Results are not interpreted at a publishable level
SEM required but not performed
SPSS taught in isolation — no unified paper framework
No connection: descriptives → EFA → CFA → SEM
✔ Our Solution — What You'll Get
The exact analytical package required for Scopus/WoS/ABDC
SPSS for fundamentals: descriptives, EFA, reliability, regression
AMOS for advanced: CFA, SEM, fit indices, discriminant validity
Report every output in APA/Elsevier style
Avoid the top 10 desk-rejection mistakes in methodology
Write results & discussion in journal format
Submission-ready draft for Scopus/WoS/ABDC journals
⚠️ Common Desk-Rejection Comments This Workshop Helps You Avoid
✗"Methodology does not meet the journal's standards."
✗"Measurement validity is not established."
✗"Statistical analysis is too basic or incomplete."
✗"Results are not interpreted at a publishable level."
✗"Structural equation modeling is required but not performed."
✗"Analysis is inadequate." (vague — but devastating)
The Core Framework
📐 The Complete Research Paper Analysis Pipeline
Top-tier journals expect a structured analytical pipeline — not isolated tests. This workshop trains you in the core empirical model seen in Scopus/WoS/ABDC papers, extended with latent variable modeling:
🗃️STEP 1Data Preparation & ScreeningSPSS
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📊STEP 2Descriptive StatisticsSPSS
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🔬STEP 3EFA + CFA ValidationSPSS+AMOS
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🧪STEP 4Hypothesis TestingSPSS
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🔗STEP 5Correlation & RegressionSPSS
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🏆STEP 6SEM Path ModelingAMOS
Programme Structure
📅 3-Day Workshop Schedule
Day 1
SPSS Foundation Journal-Compliant Analysis — Part 1
📌 Focus: Building the core empirical base expected in Scopus, WoS & ABDC submissions
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🗃️ Data Entry, Coding & Screening
Data entry and variable coding in SPSS
Missing values detection and treatment
Outlier identification and handling
Normality testing and distribution assessment
Variable structuring for analysis
📊 Descriptive Statistics — Sample Profiling
Demographic profiling (frequencies, percentages)
Mean, Standard Deviation, distribution insights
Crosstabs and Chi-square test (categorical relationships)
🧪 Group Comparisons
Independent sample T-test (two group comparisons)
One-way ANOVA (multiple group comparisons)
Post-hoc analysis and interpretation
🔗 Association & Prediction
Correlation analysis (Pearson, Spearman)
Logistic regression
📌 All outputs interpreted in journal-standard academic writing format
Day 2
SPSS Validation & Basic Modeling Journal-Compliant Analysis — Part 2
📌 Focus: Completing the SPSS framework and transitioning to latent variable modeling
Drawing structural models (path diagrams with latent variables)
Testing direct and indirect effects
Mediation analysis in SEM
Interpreting SEM outputs for journal publication
Common SEM mistakes that cause desk rejection
📝 Reporting CFA/SEM Results for Publication
Reporting CFA/SEM results in Scopus/WoS/ABDC format
Journal-standard SEM tables and path diagram figures
Selecting Scopus / WoS / ABDC journals for SEM-based research
End-to-end mini research project: data → SEM → submission draft
🏆 Capstone: Complete analysis template ready for your own data
AMOS Deep-Dive
🧩 CFA & SEM — What You'll Master in AMOS
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Draw Measurement Models
Build CFA diagrams with latent and observed variables in AMOS
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Fit Indices
Interpret CMIN/DF, CFI, TLI, RMSEA, SRMR for model acceptance
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Model Refinement
Use modification indices to improve model fit systematically
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CR & AVE Validity
Composite Reliability, Average Variance Extracted, Fornell-Larcker criterion
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SEM Path Diagrams
Draw structural models and test direct, indirect, and mediation effects
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Journal-Ready Reporting
Tables, figures, and results narrative in APA/Elsevier format
Unique Value
⭐ What Makes This Workshop Different
❌ Other SPSS Workshops Teach
How to click buttons in SPSS
T-tests, ANOVA, regression — in isolation
No unified paper framework
No AMOS or SEM coverage
No desk-rejection prevention
No connection between analysis and publication
✔ This Workshop Teaches
Which exact tests are required for Scopus/WoS/ABDC
Why reviewers expect them — the logic behind the tests
How to connect SPSS and AMOS into one publishable paper
CFA + SEM for advanced quantitative publications
How to avoid the top SEM mistakes that cause desk rejection
Writing results & discussion in APA/Elsevier style
Track Record
🏆 Who Has Already Benefited?
👨🎓
500+
Researchers Trained & Published
This framework has helped over 500+ researchers — PhD scholars, faculty members, and master's students — publish in Scopus, Web of Science, and ABDC-listed journals. Many came with zero SEM knowledge and left with a complete analysis template they could directly adapt to their own data. You are not just learning software — you are learning how to get published.
After the Workshop
🎓 Key Learning Outcomes
✔Design analysis aligned with Scopus, WoS & ABDC journal expectations
✔Execute the complete empirical analysis package (SPSS + AMOS)
✔Ensure construct validity and reliability (EFA + CFA)
✔Avoid common desk-rejection mistakes in methodology
✔Build and test measurement models (CFA) using AMOS
✔Run and interpret Structural Equation Models (SEM) in AMOS
✔Write results & discussion in journal format (APA/Elsevier style)
✔Develop a submission-ready draft for Scopus/WoS/ABDC journals
