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week 11 stat research question

Overview

A social work intern is conducting a parenting class for clients at her agency. The social work intern is interested in examining if there is a relationship between participants’ level of education (measured by how many years of schooling completed) and participants’ training posttest scores.

The student ran a Pearson’s correlation to address the research question. The intern's data file is attached. Focus on the relevant variables: “Level of Education” and “Posttest skill scores”.

For this homework, do the following:

  • State your research question
  • State your independent and dependent variables
  • State your research hypothesis
  • State your null hypothesis
  • Conduct a Pearson's correlation in JASP with the intern data. Here is how to do it (details are in this week's PowerPoints):
  1. Create a spreadsheet with the intern data so that you can run it in JASP
  2. Save your file as .csv
    1. If using JASP online: Upload file to OSF
  3. Open your file in JASP: Open > My Computer > [Your file]
    1. If using JASP online: Open > OSF > Log in to OSF > [Your file]
  4. Double check that the variables are measured at the correct levels
  5. Run descriptives
  6. Run a graph
  7. Run your Pearson's correlation
  8. Interpret output; be sure to report:
    • Your descriptives output table
      • Write one - two sentences describing each of the variables
    • Your graphs
    • Your Pearson's correlation test output table
    • Write an explanation of your Pearson's correlation test results in sentence form. Use this format, and fill in the information in red based on your results:
      • I ran a Pearson's correlation test in JASP to examine [insert a brief explanation of what you were trying to understand]. I set the alpha level to ___. Results show that there was/was not a [if applicable: small/medium/strong] [if applicable: positive/negative] significant ______ between education and posttest scores, where p=___, r = ____. Therefore, I reject/do not reject the null hypothesis. In summary, [in simple terms, what does this mean about relationship between the variables?]