Relationship between grade point average

Correlational Analysis

Before beginning this assignment, please watch the following videos on correlation:(Links to an external site.)

Study Description:A school educator is interested in determining the potential relationship between (GPA) and IQ scores among ninth graders. The educator takes a random sample of 30 ninth graders aged 14 years old and administers the Wechsler Intelligence Scale for (WISC-IV). The WISC-IV includes a Full Scale IQ (FSIQ; however, for this assignment we will just call it IQ).

Output file:See.

Answer the following Questions:

a. Hypotheses – Formulate null and alternative hypotheses. What do you think is the relationship between IQ scores and GPA?

b. Variables Describe the scale of measurement (nominal, ordinal, interval, or ratio) for each of the variables.

c. Correlation Write an overview of the results of the correlation (at least two paragraphs), including the appropriate and necessary statistical results within sentences and in proper APA formatting. Be sure to provide sufficient explanation for any numbers presented. Consider the following in your overview and conclusions:

Is there a significant correlation between IQ scores and GPA? If so, what does a significant correlation mean?

Using the correlation table and scatterplot, explain whether the relationship is positive, negative, or no correlation.

Describe the strength of the relationship (e.g. very strong, moderate, weak, etc.).

What do the results tell us about your hypotheses?

What conclusions can we draw from these results? What conclusions can we NOT make using these results?

Write a total of 400-700 words in response to these questions.

Resources

Required Text

Malec, T. & Newman, M. (2013).Research methods: Building a knowledge base.San Diego, CA: Bridgepoint Education, Inc. ISBN-13: 9781621785743, ISBN-10: 1621785742.Chapter 4: Survey Research-Describing and Predicting Behavior

Required References

Benedict K (2014, April 11).Correlation – The Basic Idea Explained[Video file]. Retrieved from

Diem, K. G. (2002).A to and survey procedures for program evaluation & research.Available at

Mariampolski, H. (2001). Qualitative vs. quantitative.Qualitative Market Research, 22-25. SAGE Publications Ltd. doi: 10.4135/9781412985529.n13

Rice, G. T. (2005).Developing high quality multiple-choice test questions.Available at

Smith, Lara (2013, November 18).Correlation Basics[Video file]. Retrieved from

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