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Math anxiety is real, and it affects millions of students worldwide. It’s that tightening in the chest when a teacher asks a question, the blank stare at a worksheet, and the tears at the kitchen table during homework time. For many parents, watching their child struggle with math confidence is heartbreaking. But there’s a solution that is gaining traction among educators and psychologists alike, and it’s not what you might expect. While 1:1 tutoring has long been the gold standard, new research suggests that 2:1 tutoring—one tutor working with two students—might actually be more effective for building confidence. The Power of Peer Learning When a student works alone with a tutor, the spotlight is 100% on them. For an anxious child, this can feel like an interrogation. Every mistake feels magnified. In a 2:1 setting, the pressure is shared. When one student is solving a problem, the other is observing, learning, and often realizing that they aren’t the only one who finds fractions tricky. This dynamic creates a sense of camaraderie rather than isolation.