I’m working on a psychology exercise and need a sample draft to help me understand better.
This week, you will critique a research study that uses factor analysis. First, you must locate an empirical article that presents research (preferably related to a topic in psychology) that uses a form of exploratory factor analysis. Tip: Please do not select an article that uses confirmatory factor analysis as this topic will not be covered until Week 11. Once you have chosen an appropriate article, write a paper to summarize the study, and provide a response to each of the following :
Explain the purpose of this study and how this purpose aligns with the use of factor analysis. Determine if the use of factor analysis was appropriate, given the study’s purpose.
Identify the assumptions that must be met to utilize factor analysis. Did the study meet these assumptions? Review the statistics that were performed to test for these assumptions.
Examine the different factors used to determine the ideal sample size for this factor analysis. Did the study adhere to the recommended number of cases (participants)?
Describe the analysis and results.
Identify the type of extraction that was used.
Explain where the factors were rotated and if so, describe how they were rotated. If not, why not?
Explain charts, plots, or matrixes that were presented to aid in the interpretation of results.
Summarize the results of the study.
Critique common sources of bias in factor analysis and how the study addressed these issues.
Explain the implications of this study based on the results of the factor analysis.
Length: 4-6 pages, not including title or reference pages
References: Include a minimum of 2 scholarly resources.
The completed assignment should address all of the assignment requirements, exhibit evidence of concept knowledge, and demonstrate thoughtful consideration of the content presented in the course.