For pregnant women who want to stay active or need to be on their feet for long periods of time, compression socks for pregnancy can provide much-needed support as your feet and leg muscles adjust to a heavier workload. Swelling (edema) in the feet and lower legs is a common discomfort among pregnant women, especially in the third trimester as blood volume increases.