Home > Free Essays > Sciences > Scientific Method > Correlation and Causation Distinction
2 min
Cite this

Correlation and Causation Distinction Essay


The distinction between correlation and causation is important because their relationship creates the ultimate base for critical thinking. Human minds work in a way that makes us search for mechanisms, consistent patterns, sequences, and regularities and then build assumptions. Such judgments are mainly generalizations founded on statistical data which helps us predict the future based on past experiences in several cases, but is not true in all of the situations. This means that each situation is individual and unique, and should not be evaluated based on assumptions. Instead, each case should be tested and researched objectively and a generalization should not be made without proper proof. The issue is that this proof is only available in such fields as Science, Physics, or Mechanics, while in History, Sociology or Philosophy it is impossible to collect enough data to completely exclude possibilities of all causes leaving just one to be true. This way, a certain level of generalization is always present.

As a researcher, to make a study maximally objective and at the same time provide valid research, I would collect as much data as possible to prove my assumptions. Besides, since generalization and seeming causality based on correlation is often used as a basis for framing in politics and journalism I would be very careful making statements and drawing conclusions. An objective researcher is to prove the connections and always mention that even though there are certain regularities, the particular statistical data do not determine the causality between the two happenings with a 100 percent guarantee. In such a study data analysis and statistics should include both the patterns that prove causality and the ones that work against it. Only in this case, the study is fair and unbiased.

Avoiding unfounded assumptions is vital for a highly qualified researcher working in any field. Observation of the correlation between various happenings is necessary, yet it does not allow the researchers to state that the correlated phenomena are in a causal relationship. An unbiased study provides the data and makes conclusions only to a certain extent.

This essay on Correlation and Causation Distinction was written and submitted by your fellow student. You are free to use it for research and reference purposes in order to write your own paper; however, you must cite it accordingly.
Removal Request
If you are the copyright owner of this paper and no longer wish to have your work published on IvyPanda.
Request the removal

Need a custom Essay sample written from scratch by
professional specifically for you?

Writer online avatar
Writer online avatar
Writer online avatar
Writer online avatar
Writer online avatar
Writer online avatar
Writer online avatar
Writer online avatar
Writer online avatar
Writer online avatar
Writer online avatar
Writer online avatar

certified writers online

GET WRITING HELP
Cite This paper

Select a referencing style:

Reference

IvyPanda. (2020, July 3). Correlation and Causation Distinction. Retrieved from https://ivypanda.com/essays/correlation-and-causation-distinction/

Work Cited

"Correlation and Causation Distinction." IvyPanda, 3 July 2020, ivypanda.com/essays/correlation-and-causation-distinction/.

1. IvyPanda. "Correlation and Causation Distinction." July 3, 2020. https://ivypanda.com/essays/correlation-and-causation-distinction/.


Bibliography


IvyPanda. "Correlation and Causation Distinction." July 3, 2020. https://ivypanda.com/essays/correlation-and-causation-distinction/.

References

IvyPanda. 2020. "Correlation and Causation Distinction." July 3, 2020. https://ivypanda.com/essays/correlation-and-causation-distinction/.

References

IvyPanda. (2020) 'Correlation and Causation Distinction'. 3 July.

More related papers
Psst... Stuck with your
assignment? 😱
Hellen
Online
Psst... Stuck with your assignment? 😱
Do you need an essay to be done?
What type of assignment 📝 do you need?
How many pages (words) do you need? Let's see if we can help you!