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功能神经影像学中的开放科学实践调查。

Survey on Open Science Practices in Functional Neuroimaging.

机构信息

Department of Psychosomatic Medicine and Psychotherapy, Central Institute of Mental Health Mannheim, Medical Faculty Mannheim / Heidelberg University, Germany; Sagol Brain Institute, Wohl Institute for Advanced Imaging, Tel-Aviv Sourasky Medical Center and School of Psychological Sciences, Tel-Aviv University, Israel.

Department of Psychosomatic Medicine and Psychotherapy, Central Institute of Mental Health Mannheim, Medical Faculty Mannheim / Heidelberg University, Germany.

出版信息

Neuroimage. 2022 Aug 15;257:119306. doi: 10.1016/j.neuroimage.2022.119306. Epub 2022 May 17.

Abstract

Replicability and reproducibility of scientific findings is paramount for sustainable progress in neuroscience. Preregistration of the hypotheses and methods of an empirical study before analysis, the sharing of primary research data, and compliance with data standards such as the Brain Imaging Data Structure (BIDS), are considered effective practices to secure progress and to substantiate quality of research. We investigated the current level of adoption of open science practices in neuroimaging and the difficulties that prevent researchers from using them. Email invitations to participate in the survey were sent to addresses received through a PubMed search of human functional magnetic resonance imaging studies that were published between 2010 and 2020. 283 persons completed the questionnaire. Although half of the participants were experienced with preregistration, the willingness to preregister studies in the future was modest. The majority of participants had experience with the sharing of primary neuroimaging data. Most of the participants were interested in implementing a standardized data structure such as BIDS in their labs. Based on demographic variables, we compared participants on seven subscales, which had been generated through factor analysis. Exploratory analyses found that experienced researchers at lower career level had higher fear of being transparent and researchers with residence in the EU had a higher need for data governance. Additionally, researchers at medical faculties as compared to other university faculties reported a more unsupportive supervisor with regards to open science practices and a higher need for data governance. The results suggest growing adoption of open science practices but also highlight a number of important impediments.

摘要

科学发现的可重复性和可再现性对于神经科学的可持续发展至关重要。在分析之前对实证研究的假设和方法进行预先登记、共享原始研究数据以及遵守数据标准(如脑成像数据结构 (BIDS)),被认为是确保进展和证实研究质量的有效做法。我们调查了神经影像学中开放科学实践的当前采用水平,以及阻碍研究人员使用这些实践的困难。通过对发表于 2010 年至 2020 年的人类功能磁共振成像研究的 PubMed 搜索,向收到的电子邮件地址发送了参与调查的邀请。283 人完成了问卷调查。尽管一半的参与者有预先登记的经验,但未来愿意预先登记研究的意愿并不强烈。大多数参与者有共享原始神经影像学数据的经验。大多数参与者有兴趣在他们的实验室中实施标准化的数据结构,如 BIDS。根据人口统计学变量,我们通过因子分析生成了七个子量表,然后在这些子量表上对参与者进行了比较。探索性分析发现,处于较低职业水平的经验丰富的研究人员对透明度的恐惧程度更高,而居住在欧盟的研究人员对数据治理的需求更高。此外,与其他大学院系相比,医学系的研究人员报告称,他们的主管对开放科学实践的支持度较低,对数据治理的需求也更高。研究结果表明,开放科学实践的采用率正在上升,但也突出了一些重要的障碍。

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