Why is it important to consider factors beyond variables $x$ and $Y$ when analyzing their relationship?

To increase the correlation coefficient between $x$ and $Y$

To simplify the analysis process

To gain a more comprehensive understanding of the relationship between $x$ and $Y$

To focus exclusively on quantifying $x\text{'}$s impact on $Y$