Spurious Correlation: Concepts, Examples, and Media Misrepresentation in Contemporary News
Overview
This paper examines the concept of spurious correlation—a false or misleading relationship between two unrelated variables. It explores how spurious correlations arise from media frenzy, data misunderstanding, and poor scientific practices, and provides real-world examples including a Fox News headline incorrectly linking national healthcare to terrorism.
What this essay covers
- Definition and explanation of spurious correlation concept
- Sources and causes of spurious correlations in media and society
- Real-world example of Fox News spurious correlation regarding healthcare and terrorism
Preview
Statistics
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Statistics
A spurious correlation entails a wrong explanation between two variables, with one being the cause and the other one being the effect. According to Stephanie (2016), spurious correlation is everywhere in different life situations, including the news conveyed to audiences, blog posts, and news sites. Notably, spurious correlations are common in renowned new places on diverse issues and topics. This paper will discuss spurious correlation concepts and provide several examples between two unrelated variables.
Different people have various ways of illustrating how spurious correlation works. In most cases, spurious correlation is demonstrated through a graph, while in other cases, they do not have graphs attached to them. Notably, spurious correlation results from several aspects like frenzy from the media, data misunderstanding, or factors related to old bad science (Stephanie, 2016). One of the recent examples of spurious correlations perpetrated by media was done through Fox News. In this situation, an on-screen headline by Fox News reported that "National healthcare is one of the breeding grounds for terrorism." This is an example of two unrelated variables been connected by a media outlet. In essence, national healthcare and terrorism are two variables that have no slight connection between them. However, Fox News did not have any data to prove that people who signed for various national healthcare programs had turned out to be terrorists. Such news/screen headline was only written based on the personal opinions of an “expert” who did not have any actual data to support their claims (Stephanie, 2016).