Identify the Flaw in the Mental Health Argument

A recent article argued that regular exercise improves mental health, citing a study that showed individuals who engaged in physical activity were less likely to report feelings of depression. However, the article did not consider other factors that might contribute to mental health, such as genetics or socioeconomic status. The argument suggests that exercise alone is sufficient to improve mental health.