Likert scale survey data analysis and interpretation on Excel and SPSS
Mohamed Benhima Mohamed Benhima
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 Published On Mar 30, 2024

Questionnaire items
Operationalization
Codes and labels
Descriptive statistics
Mean, standard deviation, min, max, and range
Frequencies and percentages
Cronbach alpha reliability
Exploratory factor analysis
Outlier removal
Sociodemographic variables in one table
Custom table function
Z score data transformation
Correlation
Regression
ANOVA
Chart and diagrams
Maslach burnout scale of exhaustion, cynicism and reduced efficacy
Self determination theory
Motivation and its types
Internal motivation
External motivation
Amotivation
The role of motivation on academic burnout
Millennials
Generation Z
Generation Alpha
Data interpretation and report in APA

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Mohamed Benhima, PhD
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