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10. EFFECTS OF MEDIA VIOLENCE                                  277

        Controversy About the Effects of Media Violence

        If most scholars agree that the research evidence tends to converge on the
        conclusion that exposure to media violence causes aggressive behavior,
        then why has scholarly and public debate on this topic produced so much
        controversy? One important source of the dispute revolves around confu-
        sion, even among researchers, about the concepts of statistical signifi-
        cance, statistical importance, and social importance. When statistically
        significant results show that media violence is causally related to aggres-
        sive behavior, researchers can be confident that they have observed a rela-
        tionship that is unlikely due to chance. Such a conclusion seems to point
        to a clear conclusion of a media effect.
           However, statistical significance says little about the strength of the rela-
        tionship. In order to gauge the strength of the relationship or its statistical
        importance, researchers usually appeal to some index of the statistical vari-
        ance accounted for in aggressive behavior by knowing the level of expo-
        sure to media violence. Studies on media violence and aggression are no
        different than studies on other areas of human behavior in that they typi-
        cally enable researchers to account for 10 to 15% of the variance in the
        dependent variable. There are two aspects to this state of affairs that lead
        some to minimize the overall magnitude of media violence effects on
        aggression. First, the effect appears to be quite modest in that 85 to 90% of
        aggressive behavior in most studies is left unaccounted for by media
        exposure. Second, the extent to which the variance accounted for in
        aggressive behavior in any given study can be used as a general guideline
        for the nature of the relationship between these variables in the real world
        is unclear. There is no easy way to map statistical indexes from isolated
        studies to a general statement about the strength of the relationship in the
        real world. Critics who minimize the relationship between media violence
        and aggression emphasize the large proportion of aggressive behavior
        that seems to derive from sources other than exposure to media violence.
        Alternatively, others emphasize that given the multiplicity of causes for
        any human behavior, to be able to account for 10 to 15% of the variance in
        aggressive behavior in a given study by knowing only about media expo-
        sure is quite impressive.
           Added to the controversy about the magnitude of the effect size (statis-
        tical importance) is the notion of social importance. Because media audi-
        ences sometimes number in the millions, even very small statistical effects
        can translate into very important social problems. If just one person in
        several hundred thousand is influenced by a violent movie to commit a
        serious act of aggression, the social consequences of several million view-
        ers watching that movie might be dramatic. On the other hand, such a
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