Registration & opening Room: Hall 1/3rd floor/SRHR CoE Building - Hall 1

Overview of Data Analysis Plan

• Mekitie Wondafrash (SPIRHR)

Room: Hall 1/3rd floor/SRHR CoE Building - Hall 1 - Understanding terms used in data analysis planning - Linking research questions to type of analysis / statistical test

Getting acquainted with the IBM SPSS environment Room: Hall 1/3rd floor/SRHR CoE Building - Hall 1 SPSS interface: Data View, Variable View, Output, Syntax Window Menu navigation and useful features

Data Management in SPSS (Part I) Room: Hall 1/3rd floor/SRHR CoE Building - Hall 1 Opening and importing datasets Naming, labeling, defining, recoding variables Generating variables Missing data

Data management in SPSS (part II) Room: Hall 1/3rd floor/SRHR CoE Building - Hall 1 Sorting, selecting, splitting, merging, and aggregating data Creating and recoding variables (string, numeric, date)

Univariate analysis and basic graphics Room: Hall 1/3rd floor/SRHR CoE Building - Hall 1 Descriptive statistics Visualizing data: bar charts, histograms, boxplots, scatter plot, Box plot, etc. One-sample t-test and non-parametric alternatives (Wilcoxon Signed Ranked Test (1 sample)

Days evaluation Room: Hall 1/3rd floor/SRHR CoE Building - Hall 1 Participant feedback

Recap and questions Room: Hall 1/3rd floor/SRHR CoE Building - Hall 1 Summary of Day 1, troubleshooting

Bivariate analysis: two categorical variables Room: Hall 1/3rd floor/SRHR CoE Building - Hall 1 Cross-tabulation and Chi-square tests Fisher’s exact test Clustered bar charts

Bivariate Analysis: comparing means with parametric tests Room: Hall 1/3rd floor/SRHR CoE Building - Hall 1 Scatter plots Paired t-test Independent-sample t-test One-way ANOVA Repeated measures ANOVA

Bivariate analysis: comparing means with non-parametric tests Room: Hall 1/3rd floor/SRHR CoE Building - Hall 1 Mann–Whitney test Kruskal–Wallis tests Wilcoxon Signed Ranked Test (2 sample) Friedman’s ANOVA

Introduction to multivariate regression analysis Room: Hall 1/3rd floor/SRHR CoE Building - Hall 1 Concepts of multivariate analysis Model diagnostics Introduction to logistic and linear regressions

Wrap-up and evaluation Room: Hall 1/3rd floor/SRHR CoE Building - Hall 1 Summary, participant feedback