透视图(图形)
虚假关系
主题(计算)
复制(统计)
出版
资源(消歧)
职位(财务)
实证研究
政治学
社会学
实证经济学
认识论
计算机科学
法学
经济
生物
财务
病毒学
人工智能
哲学
机器学习
操作系统
计算机网络
作者
Don van Ravenzwaaij,Marjan Bakker,Remco Heesen,Felipe Romero,N. van Dongen,Sophia Crüwell,Sarahanne Field,Leonhard Held,Marcus R. Munafò,Merle-Marie Pittelkow,Leonid Tiokhin,Vincent Traag,Olmo R. van den Akker,Anna van 't Veer,Eric‐Jan Wagenmakers
摘要
Theoretical arguments and empirical investigations indicate that a high proportion of published findings do not replicate and are likely false. The current position paper provides a broad perspective on scientific error, which may lead to replication failures. This broad perspective focuses on reform history and on opportunities for future reform. We organize our perspective along four main themes: institutional reform, methodological reform, statistical reform and publishing reform. For each theme, we illustrate potential errors by narrating the story of a fictional researcher during the research cycle. We discuss future opportunities for reform. The resulting agenda provides a resource to usher in an era that is marked by a research culture that is less error-prone and a scientific publication landscape with fewer spurious findings.
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