A significant result from a small study is more likely to be a false positive than a significant result from a large study. In a paper published in 2012, psychologists calculated the likelihood of obtaining statistically significant results and showed that it’s easier to meet this goal by doing five small studies with twenty participants each rather than one study with one hundred people.
