Saints looked shell-shocked having started the brighter and were fortunate to go in at the break level, with Gaston Ramirez following up a Julio Cesar fumble.
Saints manager Mauricio Pochettino also celebrating his birthday sent his side out with renewed vigour but they were caught napping.
Nearly all the pre-match build-up surrounded Redknapp's first return to Southampton, who were relegated eight years ago under his leadership before he then rejoined bitter rivals Portsmouth.
"You're going down with the Redknapp" was one of the few polite chants directed at the QPR boss.
More top news
Tuesday afternoon's weather for the east of the region
Tuesday afternoon's weather for the west of the region
Simon's Blog - A Bird In The Hand