The presence of a researcher and an artificial environment can make participants behave differently to please the researcher - making data invalid. Mayo - explained this through researching factors which affect workers' productivity, after altering variables, output was higher when the conditions were good and bad. Demonstrating that workers weren't responding to the variables, it was the fact that they were being studied.