Respuesta :
Answer:
Researchers cannot claim that one variable causes another because they are not entirely sure which variable impacts the other when examining the relationship between them.
Explanation:
Researchers cannot claim causation when examining the relationship between variables because when analyzing the relationship between them, they are not totally certain which variable affects the other. Additionally, researchers are unsure of the exact number of unknown or untested variables that affect one variable.
Why Correlation is not causation?
Although there may be a correlation between two variables, this does not necessarily imply that the change in one variable is what led to the change in the values of the other variable. According to the concept of causation, there is a causal connection between the two events, meaning that one event results from the occurrence of the other event.
Only an experiment with a proper design can establish causation. When two variables are correlated, the relationship may occasionally be coincidental or the effects of a third factor may be driving both variables' changes.
It doesn't necessarily follow that one measurement caused another just because they are connected. It is more difficult to demonstrate causation when a system undergoes more changes. The more you can pinpoint the adjustment you make, the easier it will be to determine whether it actually caused the observed effects.
Learn more about Causation here:
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