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!

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