Likert scale analysis through Exploratory and Confirmatory Factor Analysis

PatternMatrix by Gaskin
Google Drive link: https://drive.google.com/drive/folder...
Pattern Matrix Plugins for AMOS 24 + Installation:    • Plugins for AMOS version 24+  
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Goodness of fit measures and their evaluation criteria (Hair, 2011)
Absolute fit
Chi-square (PCMIN/Df˂.30)
p-value .05
RMSEA ˂ .08
GFI .90
Incremental fit
AGFI .90
CFI .90
TLI .90
NFI .90
Parsimonious fit
Chisq/df ˂ .03
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📌 For assistance with data analysis, kindly contact me via this email: [email protected] or WhatsApp: +212619398603 / wa.link/l6jvny / https://t.me/DrBenhima
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E-mail: [email protected]
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📚🔍 Get Your Research Model Template for Reliability and Validity! 📊🔬

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1️⃣ Literature review with references
2️⃣ TAM, ETAM, UTAUT, FoMO templates with references for literature review:
3️⃣ Research variables: Independent, dependent, moderator, mediator, control
4️⃣ Hypothesis development
5️⃣ Research procedures flowchart
6️⃣ Validity and reliability measures
7️⃣ Preliminary analysis: collinearity, common method bias
8️⃣ Confirmatory factor analysis: Chi-square, CFI, RMSEA, GFI with cutoffs and references
9️⃣ Structural Equation Modelling (SEM)
🔢 Measurement model: Factor loadings, AVE, HTMT, Cronbach’s Alpha (α) reliability
📈 Structural model: Path coefficients (beta) with p-values
📑 References and cut-off values
📒 Appendix: Likert scales questionnaire + Google Forms

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