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In page Illusory superiority:

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Perloff and Fetzer (1986) suggested that when making peer comparisons on a specific characteristic, an individual chooses a comparison target—the peer to whom he is being compared—with lower abilities. To test this theory, Perloff and Fetzer asked participants to compare themselves to specific comparison targets like a close friend, and found that illusory superiority decreased when they were told to envision a specific person rather than vague constructs like "the average peer". However these results are not completely reliable and could be affected by the fact that individuals like their close friends more than an "average peer" and may as a result rate their friend as being higher than average, therefore the friend would not be an objective comparison target.[2]