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This work adds an explanation for centrality and leniency biases in subjective performance evaluations. An agency model is used to show that superiors deliberately manipulate the results of subjective evaluations in order to control the reactions of fairness-sensitive employees to the evaluation result. Besides examining their determinants, the paper illustrates economic consequences of such biases.