Compression socks or stockings are supportive, snug-fitting socks that typically come up to the top of your calf and encourage the healthy circulation of blood from your ankles back up to your heart. Compression socks are typically worn during the day and taken off during bedtime. They can be worn on one or both legs depending on the condition and recommendations by your doctor.