Problem: As an international development researcher, you have already tested whether perceptions about the current levels of democracy differ from a value of 6. Given recent social change movements in North Africa, you now want to determine whether there is a statistical difference in these perceptions between North Africa and Southern Africa. Using the data from the 2015 Afrobarometer, please provide: a 1-2 APA style paragraph statement that furnishes an answer to this question, note the relevant statistics, comment on meaningfulness, and include your relevant SPSS output. Based on your results, provide an explanation of what the implications of social change might be.

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Question: The output was done in SPSS using an Independent sample t test, what variables did you use for the grouping variables and how did you define the groups? Please show step by step details and formulas.