Survivorship bias occurs when dealing with money and risk, causing people to systematically overestimate their chances of success by only looking at successful outcomes and not considering failures. To avoid survivorship bias, one must thoroughly research past results rather than only looking at current successes. Survivorship bias can be eluded by doing thorough research yourself rather than only looking at current successful cases.