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manipulation is one of the essential ingredients of a true experiment manipulation generally refers to control over the independent variable in a true experiment the value or level of the independent variable that a participant experiences is determined or manipulated by the researcher it also helps to control external variables by keeping variables of disinterest constant we can rule out any alternative explanations they might have otherwise provided lets start with manipulation of the independent variable suppose we hypothesize that violent imagery is a direct cause of aggression in order to test this hypothesis we could manipulate the independent variable violent imagery by letting participants play a violent video game for either two hours four hours or not at all in this case weve created three levels of the independent variable violent imagery the term levels nicely indicates that the independent variable is present in different ways or two different degrees in these three set