Dear members,
I am asking for your kind help on a data analysis for my thesis.
Main goal of the analysis:
I want to measure the difference of learning outcome for two different learning method groups. Also I want to see if visual literacy has a moderating effect on this relationship.
A short overview of the model and dataset:
- I have a categorical Independent variable, which is learning method. It has 2 levels: text ot video.
- The dependent variable is recall. It is measured on with a 10 question recall test, with 0 being no good answers and 10 being all answers were correct.
- The visual literacy acts a potential moderator. It is measured by an assessment test with 19 questions. Each question is is scored from 1 to 5. Therefore, the visual literacy of an individual can range from 19 to 95. divided into 3 groups: low, medium, high
- Additionally, I have 4 control variables: age, gender, educational level and English level.
Which statistical analysis should I use? Also, I am not sure how to conduct the moderator analysis and how to include the control variables.
I am using SPSS for the analysis.
Any help is greatly appreciated. Thanks a lot in advance!