Do you need to meditate for a long time for it to work?

No. Short sessions genuinely help, and consistency matters considerably more than length. A few minutes on most days does more than a rare long sitting, and even one to five minutes is enough to settle your nervous system and reset your attention. The best length is the one you will actually keep coming back to, which for most people is shorter than they were told.