We use cookies to give you the best experience possible. By continuing we’ll assume you’re on board with our cookie policy

Misinterpretation of Correlation Paper

Words: 313, Paragraphs: 9, Pages: 2

Paper type: Essay, Subject: Medicine

Correlation in statistics is the measure of the association between two variables. The number computed in correlation is known as the correlation coefficient. The correlation coefficient’s value ranges from -1 up to +1. The -1 value means that there is a perfect negative association between two variables.

The +1 value means that there is a perfect positive association between two variables. A coefficient of zero means that there is no association between two variables (Agresti & Franklin, 2007). The next paragraph will analyze the scenario regarding John’s computation of correlation coefficient and Tom’s interpretation of the correlation coefficient.

One often misinterprets the use of correlation in statistics. In the scenario, Tom made a misinterpretation of the correlation coefficient. Correlation measures the level of association between two variables. Association does not demonstrate causal relationship between two variables.

We will write a custom essay sample on Misinterpretation of Correlation specifically for you
for only $16.38 $13.9/page

Order now

The correlation coefficient stated in the scenario is 0.85. This means that there is high association between the medication and the stomach upset. This high association can be a ground for testing the causation between the medication and stomach upset.

In order to test for causation, two variables must be associated to each other. The 0.85 correlation coefficient is not enough to say that the medication is the cause of Tom’s stomach upset. Thus, Tom’s statement is incorrect. If would be more correct if Tom states that there is an association between the medication and his stomach upset.

Misinterpretation of data is one of the usual problem people encounters. Data can be seen everywhere, from newspapers up to the television sets. Statistics is a powerful tool used in interpreting data. Without proper knowledge in statistics, many data misinterpretation may rise. These give a hint about how important statistics is in one’s everyday life.


Agresti, A. & Franklin, C. (2007). Statistics : The art and science of learning from data. Upper Saddle River, N.J. Pearson Prentice Hall.

How to cite this page

Choose cite format:

Misinterpretation of Correlation. (2018, Jul 29). Retrieved from https://paperap.com/paper-on-misinterpretation-of-correlation/

We will write a custom paper sample onMisinterpretation of Correlationspecifically for you

for only $16.38 $13.9/page
Order now

Our customer support team is available Monday-Friday 9am-5pm EST. If you contact us after hours, we'll get back to you in 24 hours or less.

By clicking "Send Message", you agree to our terms of service and privacy policy. We'll occasionally send you account related and promo emails.
No results found for “ image
Try Our service

Hi, I am Colleen from Paperap.

Hi there, would you like to get such a paper? How about receiving a customized one? Click to learn more https://goo.gl/CYf83b