Week 8 Assignment

Instructions

Assignment: Testing for Correlation and Bivariate RegressionYou had the chance earlier in the week to perform an article critique on correlation and simple linear regression and obtain peer feedback. Hopefully you are excited about the potential these tests hold; equally important is that you recognize some of their weaknesses. Now, it is once again time to put all of that good brainstorming to use and answer a social research question with the correlation and simple linear regression. As you begin the Assignment, be sure and pay close attention to the assumptions of the test. Specifically, make sure that your variables are metric level variables that can easily be interpreted in these tests.For this Assignment, you will examine correlation and bivariate regression testing.To prepare for this Assignment:Review this weeks Learning Resources and media program related to regression and correlation.Using the SPSS software, open the Afrobarometer dataset or the High School Longitudinal Study dataset (whichever you choose) found in the Learning Resources for this week.Based on the dataset you chose, construct a research question that can be answered with a Pearson correlation and bivariate regression.Once you perform your correlation and bivariate regression analysis, review Chapter 11 of the Wagner text to understand how to copy and paste your output into your Word document.For this Assignment:Write a 2- to 3-paragraph analysis of your correlation and bivariate regression results for each research question. Do not forget to evaluate if the correlation and bivariate regression assumptions are met and report the effect size. In your analysis, display the data for the output. Based on your results, provide an explanation of what the implications of social change might be.Use proper APA format, citations, and referencing for your analysis, research question, and display of output.

Answer

Week 8 AssignmentIn this week, focus will be on correlation and bivariate regression. The study will be aimed at investigating any relationship between the variables identified in the previous weeks. As such, the tests conducted will be aimed at identifying the relationship between total hours worked and wages, for both the individuals employed and those in self-employment. Wagner (2016) establishes that testing correlation is aimed at establishing the direction and strength of the relationship between two variables. Specifically, the test is utilized in calculating the presence of linear relationships. For the variables identified in the previous weeks, the reliability of the study is dependent on the number of observations made. Another factor that will influence the test for correlation...

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