LEARNING OBJECTIVES
Learning Outcomes
- Understand the main concepts.
- Apply the concepts to examples and exercises.
FacultyUmum
Study ProgramLintas Program Studi
CourseMetodologi Penelitian
Level/SemesterSarjana/Magister · Semua
KEY TAKEAWAY
A practical video guide to outer loadings, AVE, reliability, HTMT, and Fornell–Larcker. This material can be combined with classroom discussion, independent exercises, and formative assessment.
CORE DISCUSSION
Core Discussion
The lesson begins with definitions and core assumptions before moving to relationships among variables, conceptual interpretation, and applications to real cases. Every result should be critically assessed in light of context, data quality, and methodological limitations.
Strong understanding goes beyond memorizing formulas; it requires explaining their meaning and implications.
Interpretation example
When one variable changes, analysis should explain not only the direction of change, but also the mechanism, assumptions, and affected groups.
QUANTITATIVE NOTE
Formula and Analysis
Y = C(Y-T) + I(r) + G
| Scenario | G | Y | r | Interpretation |
|---|---|---|---|---|
| Baseline | 100 | 1,000 | 5% | Initial equilibrium |
| Fiscal expansion | 130 | 1,080 | 5.8% | Output and interest rate rise |
PRACTICE
Exercises and Reflection
- Explain the main concept in your own words.
- Provide one application in the Indonesian context.
- Identify one limitation of the concept or method.
REFERENCES
References and Citation
- Science News 360 Editorial Research Desk. (2026). SmartPLS Tutorial: Assessing the Measurement Model. DOI: 10.3600/sn360.learning.0006.
- UNESCO. (2023). Guidance for generative AI in education and research.
- National Academies of Sciences. (2019). Reproducibility and Replicability in Science.
APA CITATION
Research Methods Desk (2026). SmartPLS Tutorial: Assessing the Measurement Model. Science News 360 Learning Center.
Reader Discussion
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