Happiness... Is Not a Fish That You Can Catch is the third studio album by Canadian alternative rock band Our Lady Peace. It was released on September 21, 1999, by Columbia Records. The album was very successful in Canada, debuting at #1 on the Canadian Albums Chart. The album was certified 3× Platinum in July 2001. Hit singles from the album include "One Man Army", "Annie", "Is Anybody Home?", and "Thief". The final track on the CD, "Stealing Babies", features Elvin Jones, a prominent post-bop jazz drummer. The photo shoot for this album took place around Staten Island in New York State.

Our Lady Peace is a Canadian rock band formed in Toronto, Ontario in 1992. Led by lead vocalist Raine Maida since its formation, the band currently also features Duncan Coutts on bass, Steve Mazur on guitars, and Jason Pierce on drums. The band has sold several million albums worldwide, won four Juno Awards, and won ten MuchMusic Video Awards—the most MMVAs ever awarded to a band. Nineteen of their singles have reached the Top Ten on one of Canada's singles charts. Between 1996 and 2016, Our Lady Peace was the third best-selling Canadian band and the ninth best-selling Canadian artist overall in Canada.