Resources

The paper analyzes the notion of exploration that can be found in the distinction between exploratory and confirmatory research, which is sometimes appealed to in the metascience literature. We argue that this notion (a) differs in important respects …

We discuss a relatively new meta-scientific research design: many-analyst studies that attempt to assess the replicability and credibility of research based on large-scale observational data. In these studies, a large number of analysts try to answer …

Journal policy on research data and code availability is an important part of the ongoing shift toward publishing reproducible computational science. This article extends the literature by studying journal data sharing policies by year (for both 2011 …

The UK House of Commons Science and Technology Committee has called for evidence on the roles that different stakeholders play in reproducibility and research integrity. Of central priority are proposals for improving research integrity and quality, …

When the scientific dataset evolves or is reused in workflows creating derived datasets, the integrity of the dataset with its metadata information, including provenance, needs to be securely preserved while providing assurances that they are not …

Securing research funding is a challenge faced by most scientists in academic institutions worldwide. Funding success rates for all career stages are low, but the burden falls most heavily on early career researchers (ECRs) - young investigators in …

Mentoring is a core part of training the next generation of psychologists. Recognizing how culture and social identities inform mentorship and science is essential for creating a diverse and therefore robust workforce of psychologists.

Mentoring is a core part of training the next generation of psychologists. Recognizing how culture and social identities inform mentorship and science is essential for creating a diverse and therefore robust workforce of psychologists.

Objectives To investigate the model-, code-, and data-sharing practices in the current radiomics research landscape and to introduce a radiomics research database. Methods A total of 1254 articles published between January 1, 2021, and December 31, …

Recent reports have suggested that many published results are unreliable. To increase the reliability and accuracy of published papers, multiple changes have been proposed, such as changes in statistical methods. We support such reforms. However, we …