Department of Psychology, Northeastern University, Boston, MA, USA.
Department of Radiology, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA.
Trends Cogn Sci. 2023 Mar;27(3):246-257. doi: 10.1016/j.tics.2022.12.015. Epub 2023 Feb 2.
Neuroimaging research has been at the forefront of concerns regarding the failure of experimental findings to replicate. In the study of brain-behavior relationships, past failures to find replicable and robust effects have been attributed to methodological shortcomings. Methodological rigor is important, but there are other overlooked possibilities: most published studies share three foundational assumptions, often implicitly, that may be faulty. In this paper, we consider the empirical evidence from human brain imaging and the study of non-human animals that calls each foundational assumption into question. We then consider the opportunities for a robust science of brain-behavior relationships that await if scientists ground their research efforts in revised assumptions supported by current empirical evidence.
神经影像学研究一直处于关注实验结果无法复制的前沿。在大脑-行为关系的研究中,过去未能发现可重复和稳健的影响归因于方法学上的缺陷。方法学的严谨性很重要,但还有其他被忽视的可能性:大多数已发表的研究都隐含地共享三个基础假设,这些假设可能存在缺陷。在本文中,我们考虑了来自人类大脑成像和非人类动物研究的经验证据,这些证据对每个基础假设提出了质疑。然后,我们考虑了如果科学家们在当前经验证据支持的修订假设的基础上开展研究工作,那么大脑-行为关系的稳健科学将会有哪些机会。