Questionable Metascience Practices

Mark Rubin
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引用次数: 1

Abstract

Questionable research practices may reduce the public’s trust in science. The present article considers some questionable metascience practices (QMPs) that may threaten scientists’ trust in metascience. A QMP is a research practice, assumption, or perspective that has been questioned by several commentators as being potentially problematic for the credibility of metascience and/or the science reform movement. The present article reviews 10 QMPs that relate to criticism, replication, bias, generalization, and the characterization of science. Specifically, the following QMPs are considered: (1) rejecting or ignoring self-criticism; (2) a fast ‘n’ bropen scientific criticism style; (3) overplaying the role of replication in science; (4) assuming a replication rate is “too low” without specifying an “acceptable” rate; (5) an unacknowledged metabias towards explaining the replication crisis in terms of researcher bias; (6) assuming that researcher bias can be reduced; (7) devaluing exploratory results as more “tentative” than confirmatory results; (8) presuming that QRPs are problematic research practices; (9) focusing on knowledge accumulation as an index of scientific progress; and (10) focusing on specific scientific methods. It is stressed that only some metascientists engage in some QMPs some of the time, and that these QMPs may not always be problematic. Research is required to estimate the prevalence and impact of QMPs. In the meantime, QMPs should be viewed as invitations to ask “questions” about how we go about doing metascience rather than as grounds for mistrusting the credibility of metascience.
可疑的元科学实践
有问题的研究实践可能会降低公众对科学的信任。本文考虑了一些可疑的元科学实践(qmp),它们可能威胁到科学家对元科学的信任。QMP是一种研究实践、假设或观点,已经被一些评论家质疑,因为它们可能对元科学和/或科学改革运动的可信度产生潜在问题。本文综述了与批评、复制、偏倚、概括和科学表征相关的10个qmp。具体来说,我们考虑以下qmp:(1)拒绝或忽视自我批评;(2)快速“n”化的科学批评风格;(3)过分夸大复制在科学中的作用;(4)假设复制速率“太低”而没有指定“可接受”的速率;(5)从研究者偏倚角度解释复制危机的未被承认的偏差;(6)假设研究者偏见可以减少;(7)贬低探索性结果,认为它比确认性结果更“试探性”;(8)假设qrp是有问题的研究实践;(9)注重将知识积累作为科学进步的指标;(10)注重具体的科学方法。需要强调的是,只有一些元科学家在某些时候参与一些qmp,而这些qmp可能并不总是有问题。需要进行研究来估计qmp的流行程度和影响。与此同时,qmp应该被视为对我们如何进行元科学提出“问题”的邀请,而不是怀疑元科学可信度的理由。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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