The least effective evidence for Chelsea's argumentative essay would be:
"Students need more time to spend with family and friends. One time I spent four hours on homework after spending eight hours at school."
This statement is more anecdotal and personal rather than presenting factual evidence or a statistical basis. It relies on a single experience rather than broader research or studies that support the argument of homework not being directly linked to academic success.