Leibniz Institute for Psychology (ZPID), Trier, Germany.
PLoS One. 2023 Mar 16;18(3):e0281086. doi: 10.1371/journal.pone.0281086. eCollection 2023.
Preregistration, the open science practice of specifying and registering details of a planned study prior to knowing the data, increases the transparency and reproducibility of research. Large-scale replication attempts for psychological results yielded shockingly low success rates and contributed to an increasing demand for open science practices among psychologists. However, preregistering one's studies is still not the norm in the field. Here, we conducted a study to explore possible reasons for this discrepancy.
In a mixed-methods approach, we conducted an online survey assessing attitudes, motivations, and perceived obstacles with respect to preregistration. Respondents (N = 289) were psychological researchers that were recruited through their publications on Web of Science, PubMed, PSYNDEX, and PsycInfo, and preregistrations on OSF Registries. Based on the theory of planned behavior, we predicted that positive attitudes (moderated by the perceived importance of preregistration) as well as a favorable subjective norm and higher perceived behavioral control positively influence researchers' intention to preregister (directional hypothesis 1). Furthermore, we expected an influence of research experience on attitudes and perceived motivations and obstacles regarding preregistration (non-directional hypothesis 2). We analyzed these hypotheses with multiple regression models and included preregistration experience as a control variable.
Researchers' attitudes, subjective norms, perceived behavioral control, and the perceived importance of preregistration significantly predicted researchers' intention to use preregistration in the future (see hypothesis 1). Research experience influenced both researchers' attitudes and their perception of motivations to preregister, but not the perception of obstacles (see hypothesis 2). Descriptive reports on researchers' attitudes, motivations and obstacles regarding preregistration are provided.
Many researchers had already preregistered and had a rather positive attitude toward preregistration. Nevertheless, several obstacles were identified that may be addressed to improve and foster preregistration.
预注册是一种在了解数据之前就指定和注册计划研究细节的开放科学实践,它可以提高研究的透明度和可重复性。针对心理学结果的大规模复制尝试的成功率低得惊人,这导致心理学家对开放科学实践的需求不断增加。然而,在该领域,预注册研究仍然不是常态。在这里,我们进行了一项研究,以探讨这种差异的可能原因。
在混合方法的基础上,我们进行了一项在线调查,评估了与预注册相关的态度、动机和感知障碍。受访者(N=289)是通过他们在 Web of Science、PubMed、PSYNDEX 和 PsycInfo 上的出版物以及在 OSF Registries 上的预注册招募的心理学研究人员。基于计划行为理论,我们预测积极的态度(由预注册的重要性适度调节)以及有利的主观规范和更高的感知行为控制将积极影响研究人员预注册的意愿(方向性假设 1)。此外,我们预计研究经验会对态度和对预注册的感知动机和障碍产生影响(非方向性假设 2)。我们使用多元回归模型分析了这些假设,并将预注册经验作为控制变量。
研究人员的态度、主观规范、感知行为控制和预注册的重要性显著预测了他们未来使用预注册的意愿(见假设 1)。研究经验影响了研究人员的态度和对预注册的动机感知,但不影响对障碍的感知(见假设 2)。提供了关于研究人员对预注册的态度、动机和障碍的描述性报告。
许多研究人员已经进行了预注册,并且对预注册持相当积极的态度。尽管如此,还是确定了一些可能需要解决的障碍,以改善和促进预注册。