Actions for Correlations and Linear Regression

Importantly, I am not merely looking for a “right answer” in this Discussion. Rather, it is the intention of this Discussion to lead you to a clear understanding of these concepts through an ongoing asynchronous dialogue with your peers. Toward this end, you are more than welcome to contribute with specific questions, examples, analogies, etc.

During the first week of the module your task will be preparing the answers using reading relevant materials. You may discuss the questions with peers (post your questions). During the second week of the module you will write and post your answers to the four questions based on the group discussion. Be sure that your posts are thoughtful, professional, and respectful.

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Actions for Correlations and Linear Regression
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Pearson’s Correlation Coefficient (r): What does the value of r indicate? What is range of correlation?
The regression coefficient: What does the value of the regression coefficient indicate?
What is the difference between correlation and regression?
Why do we need to check assumption before we run regression?



Please note that the “readings” of peer-reviewed and non-peer-reviewed are just references. The peer-reviewed readings are introduced just for showing the papers applied with specific module key concepts in the peer reviewed journals and non-peer-reviewed readings can be used for overall references for the course. However, you will find references for your modular assignments mostly from the Web resources. Sometimes, you may need to search more references from outside of the course materials.

The following readings and resources will help you complete your Case Assignment and Session Long Project. Click on the link and be sure to read the following information.

Correlation and Correlation Coefficient

Laerd Statistics. (2018). Pearson’s Product Moment Correlation Using SPSS Statistics. Retrieved June 2018 from

Simple linear regression

Lane, D. (2018). Online Statistics Education: A Multimedia Course of Study ( Rice University. Retrieved September 2019 from

SPSS Tutorials. (2018). Simple Linear Regression. Retrieved June 2018 from

Regression SPSS output:

SPSS Tutorials. (2018). Linear Regression in SPSS Example. Retrieved June 2018 from

Spearman’s Rank Correlation

Laerd Statistics. (2018). Spearman’s Rank Order Correlation Using SPSS Statistics. Retrieved June 2018 from

Additional resources for SPSS…“How to do a – correlation and regression with SPSS” follow these steps:

Access Online Room
Go to “Recordings”
Go to Room RMS618
Go to the date of the live session
Open your speakers

Write-up results of tables and figures in APA format:

Quick, D. (N/A) Making Tables and Figures. Retrieved July, 2018 from:
Kirk, S. How to write the results section. Retrieved from July, 2018 from:

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