[1] The production on the album was handled by the group's longtime producer Paul Worley.

On October 26, 2020, the group announced the release of a deluxe edition with 4 new tracks under their new name of Lady A.

[2] On This Winter's Night debuted at number nine on the US Billboard 200 chart, selling 25,000 copies in its first week.

[3] In its sixth week, the album returned to the top-ten, reaching a new peak at number eight selling 59,000 copies.

[4] On December 13, 2012, the album was certified gold by the Recording Industry Association of America (RIAA) for shipments of over 500,000 copies in the US.