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A mathematical-statistical analysis indicates that, as we keep adding criteria to a multi-criteria conjunctive or disjunctive decision rule, errors in the data produce decision errors asymmetrically. As a result, in conjunctive decisions, the probability of a false negative increases while the probability of a false positive decreases. In contrast, in disjunctive decisions, as we keep adding criteria, the probability of a false positive increases while that of a false negative decreases. For instance, in a conjunctive business decision rule, the probability of overlooking a bargain can be far greater than the probability of misjudging an unattractive offer to be a good one. 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