A scientist is interested in the relationship between exercise and good health. According to the data collected, there is a strong correlation showing that people who exercise regularly are healthier than people who do not. Can the researcher conclude that exercise alone causes good health? Explain.(1 point)

Responses

No. The correlation is too weak to prove causation.
No. The correlation is too weak to prove causation.

No. While there is a strong correlation between good health and exercise, other factors affect a person's health. The scientist did not control all other possible variables.
No. While there is a strong correlation between good health and exercise, other factors affect a person's health. The scientist did not control all other possible variables.

Yes. Since the data shows that people who exercise are healthier than people who do not, causation is proven.
Yes. Since the data shows that people who exercise are healthier than people who do not, causation is proven.

Yes. It is common knowledge that exercise causes good health.
Yes. It is common knowledge that exercise causes good health.

No. The researcher cannot conclude that exercise alone causes good health based solely on the correlation observed. Other variables, such as diet, genetics, and overall lifestyle, can also play a role in determining a person's health. It is important to consider and control for these other factors in order to establish a causal relationship between exercise and good health.