Likert scale survey data analysis and interpretation on Excel and SPSS

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 ✨Social media: Mohamed Benhima, PhD Email: [email protected] WhatsApp: +212619398603 / wa.link/l6jvny #questionnaire