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Multiple Regression
Use the following information to complete this discussion.
The research question is: What factors are associated with participating in multiple civic organizations?
Your data are from a survey of city residents who have lived in the city for at least 12 months.
Your sample is a random sample of 23,000 participants representing 15 percent of the city’s population.
Your variables are:
Annual salary measured in dollars.
Own a home, measured as yes or no.
Head of household gender measured as male or female.
Job satisfaction measured on a Likert scale from 0 (not satisfied) to 5 (very satisfied).
Time in current job, measured in days. Unemployed measured as 0.
Have family who reside in the city, measured as yes or no.
Children, measured in number of children. Childless measured as 0.
Time lived in the city measured in days.
Number of civic organizations participated. None measured as 0.
Based on the information above, complete the following:
Identify the level of measurement of each variable.
Identify the independent and dependent variables in this research question.
Determine whether the appropriate design would assess a causal or correlational relationship between the independent and dependent variable. Pay particular attention to the dependent variable here, it will help you identify the appropriate statistical test for this research question.
Identify the statistical technique that would be most appropriate for this research question.
Identify the assumptions of the statistical technique.
Identify the tests you would use to examine the assumptions.
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