5. Quantitative Data Analysis for Research Students | SPSS for Beginners

In this video, I explain important sections of data analysis for research students. It will give you an overall understanding of following five sections:

1. Data preparation process
2. Analysis of multivariate assumption
3. Assessment of measurement model
4. Analysis of proposed research model
5. Analysis of structural model

In this video, I explain the data preparation process which consist of following steps:

1.1. Data coding & Cleaning
1.2. Missing data handling
1.3. Monotone response pattern analysis
1.4. Demographic analysis
1.5. Assessment of non-response bias
1.6. Exploratory factor analysis (EFA)
1.7. Examination of outliers