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FAIRness of Research Data in the European Humanities Landscape

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Authors : Ljiljana Poljak Bilić, Kristina Posavec

This paper explores the landscape of research data in the humanities in the European context, delving into their diversity and the challenges of defining and sharing them. It investigates three aspects: the types of data in the humanities, their representation in repositories, and their alignment with the FAIR principles (Findable, Accessible, Interoperable, Reusable).

By reviewing datasets in repositories, this research determines the dominant data types, their openness, licensing, and compliance with the FAIR principles. This research provides important insight into the heterogeneous nature of humanities data, their representation in the repository, and their alignment with FAIR principles, highlighting the need for improved accessibility and reusability to improve the overall quality and utility of humanities research data.

URL : FAIRness of Research Data in the European Humanities Landscape

DOI : https://doi.org/10.3390/publications12010006

Does it pay to pay? A comparison of the benefits of open-access publishing across various sub-fields in biology

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Authors : Amanda D. Clark, Tanner C. Myers, Todd D. Steury, Ali Krzton et al.

Authors are often faced with the decision of whether to maximize traditional impact metrics or minimize costs when choosing where to publish the results of their research. Many subscription-based journals now offer the option of paying an article processing charge (APC) to make their work open.

Though such “hybrid” journals make research more accessible to readers, their APCs often come with high price tags and can exclude authors who lack the capacity to pay to make their research accessible.

Here, we tested if paying to publish open access in a subscription-based journal benefited authors by conferring more citations relative to closed access articles. We identified 146,415 articles published in 152 hybrid journals in the field of biology from 2013–2018 to compare the number of citations between various types of open access and closed access articles.

In a simple generalized linear model analysis of our full dataset, we found that publishing open access in hybrid journals that offer the option confers an average citation advantage to authors of 17.8 citations compared to closed access articles in similar journals.

After taking into account the number of authors, Journal Citation Reports 2020 Quartile, year of publication, and Web of Science category, we still found that open access generated significantly more citations than closed access (p < 0.0001).

However, results were complex, with exact differences in citation rates among access types impacted by these other variables. This citation advantage based on access type was even similar when comparing open and closed access articles published in the same issue of a journal (p < 0.0001).

However, by examining articles where the authors paid an article processing charge, we found that cost itself was not predictive of citation rates (p = 0.14). Based on our findings of access type and other model parameters, we suggest that, in the case of the 152 journals we analyzed, paying for open access does confer a citation advantage.

For authors with limited budgets, we recommend pursuing open access alternatives that do not require paying a fee as they still yielded more citations than closed access. For authors who are considering where to submit their next article, we offer additional suggestions on how to balance exposure via citations with publishing costs.

URL : Does it pay to pay? A comparison of the benefits of open-access publishing across various sub-fields in biology

DOI : https://doi.org/10.7717/peerj.16824

Analysis on open data as a foundation for data-driven research

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Authors : Honami Numajiri, Takayuki Hayashi

Open Data, one of the key elements of Open Science, serves as a foundation for “data-driven research” and has been promoted in many countries. However, the current status of the use of publicly available data consisting of Open Data in new research styles and the impact of such use remains unclear.

Following a comparative analysis in terms of the coverage with the OpenAIRE Graph, we analyzed the Data Citation Index, a comprehensive collection of research datasets and repositories with information of citation from articles. The results reveal that different countries and disciplines tend to show different trends in Open Data.

In recent years, the number of data sets in repositories where researchers publish their data, regardless of the discipline, has increased dramatically, and researchers are publishing more data. Furthermore, there are some disciplines where data citation rates are not high, but the databases used are diverse.

URL : Analysis on open data as a foundation for data-driven research

DOI : https://doi.org/10.1007/s11192-024-04956-x

How open are hybrid journals included in transformative agreements?

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Author : Najko Jahn

The ongoing controversy surrounding transformative agreements, which aim to transition journal publishing to full open access, highlight the need for large-scale studies assessing the uptake of open access in hybrid journals. This includes evaluating the extent to which transformative agreements enabled open access.

By combining publicly available data from various sources, including cOAlition S Journal Checker, Crossref, and OpenAlex, this study presents a novel approach that analyses over 700 agreements and nine million journal articles published in more than 11.000 hybrid journals. Estimates suggest a strong growth in open access between 2018 and 2022 from 4.3% to 15%. In 2022, 58% of hybrid open access was enabled by transformative agreements.

This trend was largely driven by the three commercial publishers Elsevier, Springer Nature, and Wiley, but the open access uptake varied substantially across journals, publishers, disciplines, and country affiliations. In particular, comparing the developments in the OECD and BRICS areas revealed different publication trends relative to hybrid open access.

In conclusion, estimates suggest that current levels of implementation of transformative agreements is insufficient to bring about a large-scale transition to full open access.

URL : How open are hybrid journals included in transformative agreements?

Arxiv : https://arxiv.org/abs/2402.18255

Handling Open Research Data within the Max Planck Society — Looking Closer at the Year 2020

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Authors : Martin Boosen, Michael Franke, Yves Vincent Grossmann, Sy Dat Ho, Larissa Leiminger, Jan Matthiesen

This paper analyses the practice of publishing research data within the Max Planck Society in the year 2020. The central finding of the study is that up to 40\% of the empirical text publications had research data available. The aggregation of the available data is predominantly analysed.

There are differences between the sections of the Max Planck Society but they are not as great as one might expect. In the case of the journals, it is also apparent that a data policy can increase the availability of data related to textual publications.

Finally, we found that the statement on data availability “upon (reasonable) request” does not work.

URL : Handling Open Research Data within the Max Planck Society — Looking Closer at the Year 2020

Arxiv : https://arxiv.org/abs/2402.18182

Gender differences in Dutch research funding over time: A statistical investigation of the innovation scheme 2012–2021

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Authors : Casper Albers, Sense Jan van der Molen, Thijs Bol

Background

In 2015, the Dutch research council, NWO, took measures to combat gender bias disadvantaging female applicants in a popular three-tiered funding scheme called the Talent Programme. The innovation scheme consists of three grants for different career stages, called Veni, Vidi and Vici.

Objectives

This paper studies the question whether or not NWO has been successful in removing gender differences in their funding procedure.

Methods

Using all available data from 2012 onwards of grant applications in the Talent Programme (16,249 applications of which 2,449 received funding), we study whether these measures had an effect using binomial generalized linear models.

Results

We find strong statistical evidence of a shift in gender effects in favour of female applicants in the first tier, the Veni (p < .001). Significant gender differences are not found in the two other tiers, the Vidi and Vici schemes.

Conclusions

In recent years, female applicants are more likely to be awarded with a Veni grant than male applicants and this gender gap has increased over time. This suggests that gender differences still exist in the assessment of Talent Programme submissions, albeit in a different direction than a decade ago.

URL : Gender differences in Dutch research funding over time: A statistical investigation of the innovation scheme 2012–2021

DOI : https://doi.org/10.1371/journal.pone.0297311

Effects of transdisciplinary research on scientific knowledge and reflexivity

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Authors : Oskar Marg, Lena Theiler

Transdisciplinary research (TDR) is conceptualized as not only providing societal effects but also benefiting academia. However, recent literature on the evaluation of TDR has focused almost entirely on the societal effects of TDR. A discussion of the scientific effects of TDR is needed to do justice to the potential of this research mode.

To date, little empirical research has focused on the effects of TDR on science. Our explorative study addresses this gap. The empirical basis are qualitative interviews with scientists engaged in transdisciplinary research and anchored in three sub-disciplines: environmental sociology, sustainable chemistry, and participatory health research.

We identify as main effects of the transdisciplinary research mode: changes in the understanding of scientific problems, changes in the quality of scientific insights, and the promotion of a reflexive turn in science.

URL : Effects of transdisciplinary research on scientific knowledge and reflexivity

DOI : https://doi.org/10.1093/reseval/rvad033