You might be interested to learn that there is a large literature devoted to quantifying this effect: http://en.wikipedia.org/wiki/Multi-armed_bandit
You might be interested to learn that there is a large literature devoted to quantifying this effect: http://en.wikipedia.org/wiki/Multi-armed_bandit