While data sharing has received research interest in recent times, its real status remains unclear, owing to its ambiguous concept. To understand the current status of data sharing, this study examined primary reuse, data integration, and dataset release as the actual practices of data sharing. A total of 963 articles, chosen from those published in 2018 and registered in the Web of Science global citation database, were manually checked. Existing data were reused in the mode of data integration (13.3%) as frequently as they were for the mode of primary reuse (12.1%). Dataset release was the least common mode (9.0%). The results show the variation in data sharing and indicate the need for standardization of data description in articles based on thorough registration and expansion in public data archives to close the loop that results in the virtuous cycle of research data.
Peer review plays an essential role as one of the cornerstones of the scholarly publishing system. There are many initiatives that aim to improve the way in which peer review is organized, resulting in a highly complex landscape of innovation in peer review. Different initiatives are based on different views on the most urgent challenges faced by the peer review system, leading to a diversity of perspectives on how the system can be improved. To provide a more systematic understanding of the landscape of innovation in peer review, we suggest that the landscape is shaped by four schools of thought: The Quality & Reproducibility school, the Democracy & Transparency school, the Equity & Inclusion school, and the Efficiency & Incentives school. Each school has a different view on the key problems of the peer review system and the innovations necessary to address these problems. The schools partly complement each other, but we argue that there are also important tensions between them. We hope that the four schools of thought offer a useful framework to facilitate conversations about the future development of the peer review system.
To enhance open access (OA) journal publishing environments, this study proposed and applied a diagnostic framework for OA journal publishing. The framework includes three dimensions: OA policy establishment and disclosure, OA sustainability and journal openness quality. By applying this framework to nine OA journals in the field of science and technology in Korea, challenges faced by OA publishing were uncovered. For the dimension of OA policy establishment and disclosure, it was found that participants had lower perceptions of the importance of OA-related financial disclosure and archiving policies compared with copyright policies. The dimension of OA sustainability was recognized as critical among participants. Finance was recognized as the most critical component of OA sustainability. Financial sources were mostly internal funding and article processing charges (APC), and participants perceived the current financial status of their journal positively. However, they were concerned about long-term financial security. For the journal openness quality dimension, the participants were hesitant in disclosing reviews and reviewers, which can facilitate the prevention of fake peer review of predatory journals. Based on the findings, the article discusses how the challenging issues identified could be addressed. The results of this study may provide a guide for OA policy and OA system development.
The growing prevalence of the gold open access model can exacerbate the monoculture of research and inequality in knowledge production. This study examines publication trends in the Directory of Open Access Journals (DOAJ) journals by countries' income level from 1987 to 2020. By combining article metadata from journals listed in the DOAJ with World Bank country income data, this analysis examines the trends visible in plots of historical open access publication data. In 2020, the number of articles published in DOAJ journals by authors affiliated with high-income countries exceeds the sum of the other income categories. Article processing charge waivers seem to have more impact on high- and low-income countries than middle-income countries. The results show that the gold open access model has not been able to improve the extremely low number of open access articles from low-income regions. In addition, authors in middle-income countries publish in gold open access DOAJ journals at lower rates than authors based in other economic regions. The gold open access model is disadvantageous to researchers outside of high-income countries, highlighting the importance of supporting the diamond open access model as a potential means of improving global equity and epistemic diversity in knowledge production.