The Chelsea boot is a boot-style shoe. It can also be used for other styles of shoes, like a wellington boot. The Chelsea boot originated as a style of riding boot made in the 1800s by J. Sparkes-Hall of Northampton, England. It became popular in the 1960s and 1970s as a slenderizing fashion item.