The next major sporting event she took part in was the 2004 Athens Olympics where she finished second. The winner was the home hero Athanasia Tsoumeleka, who deeply moved the ecstatic Greek crowd by getting her country's first ever medal in the event (time 1:29:12). Ivanova finished four seconds later and could not hide her disappointment. She did, however, win the gold for the 20 km walk in the 2005 Helsinki World Championships, beating the world record. For this record she was added to the 2007 Guinness World Record.[citation needed]
Ivanova was stripped of her silver medal in the 10 kilometer walk at the 1997 World Championships in Athletics after she had tested positive for stanozolol, and she was banned for two years. She is part of a group of over a dozen elite Russian race walkers, all coached by Viktor Chegin to receive doping bans.[citation needed]
Olimpiada Ivanova is married and has a daughter.[citation needed]