EN

An open automation system for predatory journal detection

Posted on by Hans Dillaerts

Authors : Li‑Xian Chen, Shih‑Wen Su, Chia‑Hung Liao, Kai‑Sin Wong, Shyan‑Ming Yuan

The growing number of online open-access journals promotes academic exchanges, but the prevalence of predatory journals is undermining the scholarly reporting process. Data collection, feature extraction, and model prediction are common steps in tools designed to distinguish between legitimate and predatory academic journals and publisher websites.

The authors include them in their proposed academic journal predatory checking (AJPC) system based on machine learning methods. The AJPC data collection process extracts 833 blacklists and 1213 whitelists information from websites to be used for identifying words and phrases that might indicate the presence of predatory journals.

Feature extraction is used to identify words and terms that help detect predatory websites, and the system’s prediction stage uses eight classification algorithms to distinguish between potentially predatory and legitimate journals.

We found that enhancing the classification efficiency of the bag of words model and TF-IDF algorithm with diff scores (a measure of differences in specific word frequencies between journals) can assist in identifying predatory journal feature words.

Results from performance tests suggest that our system works as well as or better than those currently being used to identify suspect publishers and publications.

The open system only provides reference results rather than absolute opinions and accepts user inquiries and feedback to update the system and optimize performance.

URL : An open automation system for predatory journal detection

DOI : https://doi.org/10.1038/s41598-023-30176-z

EN

Policy seduction and governance resistance? Examining public funding agencies and academic institutions on decarbonisation research

Posted on by Hans Dillaerts

Author : Abbas AbdulRafiu

Public research funding is a critical instrument in technology and social innovation. This paper explores the emerging themes and topical trends that commonly influence interdisciplinary research within a sample of global research projects, including reviewing a recent study of 1,000 projects used in the selection of expert interview participants (n = 15).

It examines the extent to which research funding agencies and academic institutions are shifting research priorities in the energy and climate change domain. It asks: What challenges does interdisciplinary research raise?

The study reveals how cross-disciplinary research funding focuses on or fails to address the themes of sustainable development goals. In addition, it emphasises policy seduction and difficulty (resistance) in understanding cross-disciplinary methods in research and how research collaborations promote (or fail to promote) global South institutions and topics.

Finally, the paper recommends that research funding needs involve a broader array of stakeholders in industrial decarbonisation research, including policymakers, industries, and citizens.

URL : Policy seduction and governance resistance? Examining public funding agencies and academic institutions on decarbonisation research

DOI : https://doi.org/10.1093/scipol/scac051

EN

Balancing interests between freedom and censorship: Organizational strategies for quality assurance in science communication

Posted on by Hans Dillaerts

Authors : Benedikt Fecher, Freia Kuper, Birte Fähnrich, Hannah Schmid-Petri, Thomas Schildhauer, Peter Weingart, Holger Wormer

While science communication is increasingly being discussed as a third mission alongside research and teaching, there is little research on how universities and research organizations deal with issues regarding the quality of science communication.

This article examines, from an organizational perspective, which new forms of quality assurance processes scientific organizations in Germany apply when addressing quality risks for science communication such as exaggeration in press releases or in the online communication of individual faculty members.

Six focus group discussions were conducted with 22 participants (rectors or presidents of universities, heads of communication, ombudsmen, and high-impact researchers). Based on the results, proposals were developed to extend central as well as decentral organizational structures to assure good scientific communication practice.

Their possible implementation was discussed in a workshop with representatives of all abovementioned groups. In conclusion, recommendations for future institutional policy are presented.

URL : Balancing interests between freedom and censorship: Organizational strategies for quality assurance in science communication

DOI : https://doi.org/10.1093/scipol/scac043

EN

There really is a lot of shared understanding, but there are also differences”: identity configurations in science communicators’ professional identity

Posted on by Hans Dillaerts

Authors : Liliann Fischer, Hannah Schmid-Petri

Science communication is a relatively new field of practice, shaped by a diverse group of professional science communicators and the way they make sense of their work. A distinguishing feature of these professional science communicators is the organisational context they work in.

Based on a typology from an organisational theory framework, this study explores the perspectives of 15 German science communicators through qualitative interviews. It seems that while they tend to draw on a common set of building blocks, they use them to construct individual professional identity configurations partly influenced by their organisational context.

URL : There really is a lot of shared understanding, but there are also differences”: identity configurations in science communicators’ professional identity

DOI : https://doi.org/10.22323/2.22010207

EN

Gender inequality and self-publication are common among academic editors

Posted on by Hans Dillaerts

Authors : Fengyuan Liu, Petter Holme, Matteo Chiesa, Bedoor AlShebli, Talal Rahwan

Scientific editors shape the content of academic journals and set standards for their fields. Yet, the degree to which the gender makeup of editors reflects that of scientists, and the rate at which editors publish in their own journals, are not entirely understood.

Here, we use algorithmic tools to infer the gender of 81,000 editors serving more than 1,000 journals and 15 disciplines over five decades. Only 26% of authors in our dataset are women, and we find even fewer women among editors (14%) and editors-in-chief (8%).

Career length explains the gender gap among editors, but not editors-in-chief. Moreover, by analysing the publication records of 20,000 editors, we find that 12% publish at least one-fifth, and 6% publish at least one-third, of their papers in the journal they edit.

Editors-in-chief tend to self-publish at a higher rate. Finally, compared with women, men have a higher increase in the rate at which they publish in a journal soon after becoming its editor.

URL : Gender inequality and self-publication are common among academic editors

DOI : https://doi.org/10.1038/s41562-022-01498-1

EN

Characteristics of European Universities that Participate in Library Crowdfunding Initiatives for Open Access Monographs

Posted on by Hans Dillaerts

Author : Mirela Roncevic

The aim of the study was to identify the traits of 100 European universities across 26 countries that did or did not support one particular library crowdfunding initiative for open access (OA) monographs over the past few years.

By relying on the rankings of four sources, including THE, ARWU, QS, and Leiden, the study identifies some of the traits of the universities that have shown strong interest in the model by already taking part in an established library crowdfunding initiative, as well as those that may play a vital role in its sustainability.

The study’s results show that the institutions that are likely to participate in library crowdfunding initiatives for OA monographs may be defined as highly ranked and produce research in quantity, quantity, relevance, and timeliness. The study’s key revelation is the high academic standing of the institutions that rarely participate in one crowdfunding initiative.

These institutions may not be as “international” in their outlooks, but they stand out for their high-quality and significant research output. As such, they may accelerate the model’s adoption with more consistent participation in library crowdfunding.

URL : Characteristics of European Universities that Participate in Library Crowdfunding Initiatives for Open Access Monographs

DOI : https://doi.org/10.3390/publications11010009

EN

Factors that affect scientific publication in Africa—A gender perspective

Posted on by Hans Dillaerts

Authors : Catherine Beaudry, Heidi Prozesky, Carl St-Pierre, Seyed Reza Mirnezami

A large body of literature on gender differences in scientific publication output has clearly established that women scientists publish less that men do. Yet, no single explanation or group of explanations satisfactorily accounts for this difference, which has been called the “productivity puzzle”.

To provide a more refined portrait of the scientific publication output of women in relation to that of their male peers, we conducted a web-based survey in 2016 of individual researchers across all African countries, except Libya.

The resulting 6,875 valid questionnaires submitted by respondents in the STEM, Health Science and SSH fields were analyzed using multivariate regressions on the self-reported number of articles published in the preceding 3 years. Controlling for a variety of variables including career stage, workload, mobility, research field, and collaboration, we measured the direct and moderating effect of gender on scientific production of African researchers.

Our results show that, while women’s scientific publication output is positively affected by collaboration and age (impediments to women’s scientific output decrease later in their careers), it is negatively impacted by care-work and household chores, limited mobility, and teaching hours.

Women are as prolific when they devote the same hours to other academic tasks and raise the same amount of research funding as their male colleagues.

Our results lead us to argue that the standard academic career model, relying on continuous publications and regular promotions, assumes a masculine life cycle that reinforces the general perception that women with discontinuous careers are less productive than their male colleagues, and systematically disadvantages women.

We conclude that the solution resides beyond women’s empowerment, i.e., in the broader institutions of education and the family, which have an important role to play in fostering men’s equal contribution to household chores and care-work.

URL : Factors that affect scientific publication in Africa—A gender perspective

DOI : https://doi.org/10.3389/frma.2023.1040823