Description
For this Assignment, you will examine correlation and bivariate regression testing.
To prepare for this Assignment:
- Review this week’s 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. 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.
Explanation & Answer
See attached
Dataset HS Longitudinal
Correlation and Regression
For this paper, a study was conducted to explore whether the number of years a math
teacher has taught math is a significant predictor of the scale of student’s mathematics selfefficacy. The main variable of study were thus:
-
M1MTHYRS912- Years math teacher has taught high school math
X2MTHEFF - T2 Scale of student's mathematics self-efficacy
The Hypothesis for the study was:
Null: Years a math teacher has taught high school math is not a significant predictor of scale of
student’s mathematics self-efficacy.
Alternate: Years a math teacher has taught high school math is a significant predictor of scale of
student�...
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