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Fast-and-frugal heuristics are simple strategies that base decisions on only a few predictor variables. In so doing, heuristics can not only reduce complexity, but also boost the accuracy of decisions, their speed, and transparency. In this paper, bibliometrics-based decision trees (BBDTs) are introduced for research evaluation purposes which are based on bibliometrics. BBDTs visualize bibliometrics-based heuristics (BBHs) which are judgement strategies solely using publication and citationdoi:10.1162/qss_a_00012 fatcat:b6y7e7bsj5f65kablgbcsd3hca