COURSE: APPLIED SPSS & SMARTPLS FOR RESEARCH
From Research Design to Advanced Data Analysis SPSS and SmartPLS are two widely used tools in scientific research—especially in social sciences, business, economics, and education. This course provides learners with a clear understanding of research methodology, software application, and data analysis (basic to advanced) for thesis writing, academic publishing, or professional research.
COURSE CONTENT:
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Scientific Research Methodology
→ Learn research steps: problem definition, model design, sampling, scale development, data collection & processing. -
Introduction to SPSS & SmartPLS Software
→ Software overview, interface, data entry, and basic processing steps. -
Basic Data Analysis using SPSS & SmartPLS
→ Descriptive statistics, Cronbach’s Alpha, EFA, linear regression (SPSS).
→ Measurement model, outer loadings, AVE, CR, R²... (SmartPLS). -
Advanced Data Analysis using SPSS & SmartPLS
→ CFA, SEM, mediation, moderation, Bootstrapping, multi-group analysis (MGA).
→ Report writing, interpreting outputs, and preparing visuals for academic papers.
LEARNING OUTCOMES:
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Master data analysis using SPSS & SmartPLS.
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Confidently conduct quantitative research for thesis or publication.
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Accurately interpret statistical results using international academic standards.
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Receive a Certificate of Completion (upon request).
