论文标题

双盲与公开评论:拟定作者和审稿人的行为的进化游戏logit

Double blind vs. open review: an evolutionary game logit-simulating the behavior of authors and reviewers

论文作者

Radzvilas, Mantas, De Pretis, Francesco, Peden, William, Tortoli, Daniele, Osimani, Barbara

论文摘要

尽管科学在提供知识和技术方面取得了巨大的成功,但复制危机仍强调,科学机构有很大的改进空间。同行评审是批评的目标之一,并提出了改革。但是,尽管有许多争议的同行评审系统,以及影响作者和审稿人决策的激励措施的明显复杂性,但对同行评审系统的系统和战略分析很少。在本文中,我们开始通过应用游戏理论工具来解决同行评审文献的这一功能。在探索一些趋势之前,我们使用仿真来开发基于作者和审稿人玩的游戏的进化模型。特别是,我们研究了双盲同行评审和开放审查对在各种参数下激励审阅者工作的相对影响。我们还将(a)一种审查系统与另一个审查系统的影响与(b)其他更改(例如更高的审查成本)进行了比较。我们发现,在我们的模型中,同行评审系统之间没有可靠的差异。此外,在某些条件下,较高的良好审查收益可能会导致在公开审查中少(而不是更多)作者的努力。最后,与我们不同的其他参数相比,作者努力的外在实用性在我们的模型中产生了重要而可靠的差异,这增加了同行评审可能不是制度改革的重要目标的可能性。

Despite the tremendous successes of science in providing knowledge and technologies, the Replication Crisis has highlighted that scientific institutions have much room for improvement. Peer-review is one target of criticism and suggested reforms. However, despite numerous controversies peer review systems, plus the obvious complexity of the incentives affecting the decisions of authors and reviewers, there is very little systematic and strategic analysis of peer-review systems. In this paper, we begin to address this feature of the peer-review literature by applying the tools of game theory. We use simulations to develop an evolutionary model based around a game played by authors and reviewers, before exploring some of its tendencies. In particular, we examine the relative impact of double-blind peer-review and open review on incentivising reviewer effort under a variety of parameters. We also compare (a) the impact of one review system versus another with (b) other alterations, such as higher costs of reviewing. We find that is no reliable difference between peer-review systems in our model. Furthermore, under some conditions, higher payoffs for good reviewing can lead to less (rather than more) author effort under open review. Finally, compared to the other parameters that we vary, it is the exogenous utility of author effort that makes an important and reliable difference in our model, which raises the possibility that peer-review might not be an important target for institutional reforms.

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