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Question
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which example best describes causation rather than correlation?
the sale of ice cream and the number of shark attacks.
a persons shoe size and their age.
the number of books in a box and the weight of the box.
a persons level of education and their salary.
Brief Explanations
Causation means one variable directly causes another. Correlation is just a relationship.
- Ice - cream sales and shark attacks: There is no direct cause - effect. They may both be related to a third variable (e.g., summer).
- Shoe size and age: Shoe size may increase with age up to a point, but it's not a direct cause (age is a complex factor, not a simple cause for shoe size).
- Number of books and box weight: More books (cause) directly make the box heavier (effect).
- Education level and salary: While there is a relationship, there are many other factors (e.g., experience, field of work) that can affect salary, so it's more of a correlation.
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The number of books in a box and the weight of the box.