Personnel
- Sophie Ellis-Bextor – vocals, keyboards, programming
- Paul Brown – additional vocals
- Damian LeGassick – producer, keyboards, bass, programming, string arrangement
- Gregg Alexander – producer
- Matt Rowe – producer, programming, keyboards
- Jeremy Wheatley – producer, mixing, drums
- Lewis Taylor – guitar, bass
- Rob Davis – guitar
- Ali Staton – mixing, recording
- Paul Gendler – guitar
- Dave Way – mixing
- Rik Simpson – guitar, recording, keyboards, programming
- Winston Rollins – trombone
- Enrico Tomasso – trumpet
- Mike Lovatt – trumpet
- Guy Pratt – bass
- Brio Taliaferro – keyboards, guitar, additional programming
- Giulio Pierucci – piano
- Paul Stewart – drums
- Ross Newell – guitar
- Luís Jardim – percussion
- James Eller – bass
- Steve Sidelnyk – drums, percussion
- Monte Pittman – guitar
- John Smith – recording
- Alex James – bass
- Martin Waugh – guitar
- Bernard Butler – guitar, keyboards, string arrangement
- Andy Maclure – drums
- Carl Membrino – keyboards
- Pablo Cook – percussion
- James Woodrow – guitar
Charts
{| class="wikitable sortable plainrowheaders" style="text-align:center"
|+ Chart performance for Shoot from the Hip
! scope="col"| Chart (2003)
! scope="col"| Peak<br />position
|-
! scope="row"| Australian Albums (ARIA)
| 107
|-
|-
|-
! scope="row"| Mexican Albums (Top 100 Mexico)
| 25
|-
|-
|-
|-
|}
Certifications
Release history
{|class="wikitable plainrowheaders"
|+ Release history for Shoot from the Hip
!Region
!Date
|-
!scope="row"|United Kingdom
|27 October 2003
|-
!scope="row"|Various
|28 October 2003
|-
!scope="row"|United States (digital)
|26 June 2007
|-
!scope="row"|United Kingdom (vinyl re-release)
|25 September 2021
|}