Determine whether each statement implies correlation or causation between two variables:

Watching more TV increases the bill for electricity.
Drinking water helps flush out toxins.
Students with high scores in physics also got high scores in chemistry.
A survey shows that people who own a TV also own an automobile.
Vaccination reduces the chance of getting infected by the disease.

Question

03-11-2026
Mathematics

Answered

Determine whether each statement implies correlation or causation between two variables:

Watching more TV increases the bill for electricity.
Drinking water helps flush out toxins.
Students with high scores in physics also got high scores in chemistry.
A survey shows that people who own a TV also own an automobile.
Vaccination reduces the chance of getting infected by the disease.

Verified Answer :

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GinnyAnswer GinnyAnswer · Answer 1 · 2026-11-03T16:56:51-05:00

Final answer:

The analysis differentiates between correlation and causation in various statements. Some statements imply causation, such as watching more TV increasing the electricity bill, while others denote correlation, like students scoring high in physics also performing well in chemistry. Understanding these concepts helps clarify relationships between variables.

Explanation:

Understanding Correlation and Causation

In social sciences and health, it is essential to differentiate between correlation and causation. Here, we will analyze several statements to determine whether they imply correlation or causation.

Watching more TV increases the bill for electricity. - This statement implies causation because watching more TV typically leads to a higher electricity consumption, thereby increasing the electricity bill.

Drinking water helps flush out toxins. - This statement suggests causation, indicating that drinking water actively contributes to the process of flushing toxins from the body.

Students with high scores in physics also got high scores in chemistry. - This indicates correlation, as high scoring in one subject does not necessarily cause high scoring in another, although it may suggest a common factor, like overall intelligence or study habits.

A survey shows that people who own a TV also own an automobile. - This suggests correlation, as the ownership of these items may be related due to lifestyle or economic factors, but one does not cause the other.

Vaccination reduces the chance of getting infected by the disease. - This statement reflects causation, demonstrating that vaccination directly contributes to reducing the likelihood of infection.

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