McConnell alongside Fraser, Catherine Murphy, and Ohuruogu finished fourth in the 4 × 400 m relay at the 2004 Olympics, but could inherit bronze medals from this event as American athlete Crystal Cox was later found guilty of doping offences. Cox and not the US team had her medal revoked but that could still change.