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Challenges and recommendations to publishing and using credible evidence in software engineering

机译:在软件工程中发布和使用可信证据的挑战和建议

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Context: An evidence-based scientific discipline should produce, consume and disseminate credible evidence. Unfortunately, mistakes are sometimes made, resulting in the production, consumption and dissemination of invalid or otherwise questionable evidence. In the worst cases, such questionable evidence achieves the status of accepted knowledge. There is, therefore, the need to ensure that producers and consumers seek to identify and rectify such situations. Objectives: To raise awareness of the negative impact of misinterpreting evidence and of propagating that misinterpreted evidence, and to provide guidance on how to improve on the type of issues identified.Methods: We use a case-based approach to present and analyse the production, consumption and dissemination of evidence. The cases are based on the literature and our professional experience. These cases illustrate a range of challenges confronting evidence-based researchers as well as the consequences to research when invalid evidence is not corrected in a timely way.Results: We use the cases and the challenges to formulate a framework and a set of recommendations to help the community in producing and consuming credible evidence.Conclusions: We encourage the community to collectively remain alert to the emergence and dissemination of invalid, or otherwise questionable, evidence, and to proactively seek to identify and rectify it.
机译:背景:基于证据的科学学科应该产生,消耗和传播可信证据。不幸的是,有时会产生错误,导致生产,消费和传播无效或其他可疑的证据。在最糟糕的情况下,这种可疑的证据实现了知识的地位。因此,需要确保生产者和消费者寻求识别和纠正这种情况。目标:提高对误解证据的负面影响以及传播误解证据的对抗的认识,并为如何改进有关所确定的问题类型的指导。方法:我们使用基于案例的方法来呈现和分析生产,消费和传播证据。案件基于文献和我们的专业经验。这些情况说明了一系列挑战,面临基于证据的研究人员以及在不及时纠正无效证据时对研究的后果。结果:我们使用案件和挑战来制定框架和一系列建议社区在制作和消费可信证据。结论:我们鼓励社区共同地保持警惕无效,或以其他方式可疑,证据的出现和传播,并主动寻求识别和纠正它。

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