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- Common examples of confounding factors include123:
- Temperature: In a study where ice cream sales are correlated with shark attacks, the confounding variable is the heat index.
- Selection bias: When certain groups are more likely to be included in a study, leading to skewed results.
- Information bias: Errors in data collection or measurement.
- Time-related confounding: Changes over time affecting the relationship between variables.
- Age-related confounding: Age influencing the observed association between variables.
Learn more:✕This summary was generated using AI based on multiple online sources. To view the original source information, use the "Learn more" links.In a study where the independent variable is ice cream sales and the dependent variable is shark attacks, a researcher sees that increased sales go hand-in-hand with shark attacks. The confounding variable is the heat index. When it’s hotter, more people buy ice cream and more people go swimming in (shark-infested) waters.sciencenotes.org/what-is-a-confounding-variable-d…Confounding variables can make it seem that cause-and-effect relationships exist when they don’t. In our previous example, the confounding variable of temperature made it seem like there existed a cause-and-effect relationship between ice cream sales and shark attacks. However, we know that ice cream sales don’t cause shark attacks.www.statology.org/confounding-variable/Example of a confounding variable You collect data on sunburns and ice cream consumption. You find that higher ice cream consumption is associated with a higher probability of sunburn. Does that mean ice cream consumption causes sunburn?www.scribbr.com/methodology/confounding-variabl… - People also ask
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WEBFeb 19, 2021 · Confounding variables can make it seem that cause-and-effect relationships exist when they don’t. In our previous example, the confounding variable of temperature made it seem like there existed a …
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