Purpose This study aimed to examine how educational researchers in Spain promoted the dissemination of scientific knowledge on Twitter/X as a platform and to contrast their approach with science influencers in the same country.
Methods Accounts on the Twitter/X service belonging to 210 Spanish researchers were analyzed, and their 2016–2020 tweets were compared to those of 38 Twitter/X influencers. Text mining techniques, sentiment and emotion analysis, network analysis, and the Kardashian index (K-index) were used in the study.
Results The results indicated a low academic presence of researchers (4.4%) on Twitter/X. The researchers shared 185,020 posts (38.7% original content and 61.3% retweets). A network analysis revealed low interconnectivity among researchers, with distinct clusters based on their interests or affiliations. The top influencers had strong connections with the news media. The researchers focused minimally on academic topics, while the influencers emphasized the dissemination of scientific findings. The impact of the researchers’ posts was minimal, with low K-index values, whereas the influencers had greater reach because of their follower base.
Conclusion When using Twitter/X, the researchers had a minimal impact on the dissemination of scientific information because they published few original posts and relied instead on retweets unrelated to their academic or research activities. Consequently, the researchers did not use Twitter/X as a tool for scientific communication, which limited the potential for forming new connections beyond their existing social and academic networks. Promoting informal learning that encompasses diverse knowledge and learning levels is crucial to fostering greater engagement and collaboration.
Sameh Hany Emile, Hytham K. S. Hamid, Semra Demirli Atici, Doga Nur Kosker, Mario Virgilio Papa, Hossam Elfeki, Chee Yang Tan, Alaa El-Hussuna, Steven D. Wexner
Sci Ed. 2022;9(1):3-14. Published online February 20, 2022
This review aimed to illustrate the types, limitations, and possible alternatives of peer review (PR) based on a literature review together with the opinions of a social media audience via Twitter. This study was conducted via the #OpenSourceResearch collaborative platform and combined a comprehensive literature search on the current PR system with the opinions of a social media audience of surgeons who are actively engaged in the current PR system. Six independent researchers conducted a literature search of electronic databases in addition to Google Scholar. Electronic polls were organized via Twitter to assess surgeons’ opinions on the current PR system and potential alternative approaches. PR can be classified into single-blind, double-blind, triple-blind, and open PR. Newer PR systems include interactive platforms, prepublication and postpublication commenting or review, transparent review, and collaborative review. The main limitations of the current PR system are its allegedly time-consuming nature and inconsistent, biased, and non-transparent results. Suggestions to improve the PR process include employing an interactive, double-blind PR system, using artificial intelligence to recruit reviewers, providing incentives for reviewers, and using PR templates. The above results offer several concepts for possible alternative approaches and modifications to this critically important process.
This review article presents the latest trends in innovative global scholarly journal publication and distribution platforms, with implications for local journals. Changes have taken place in distribution policies, as pre-publication distribution has become a viable option, and for post-publication distribution, public access or mandatory open access policies have been introduced for articles supported by public or governmental funds. New formats of articles include graphical abstracts, interactive PDFs, the application of semantic enhancements, and the utilization of research data, social networking sites, such as Mendeley and ResearchGate, have become common sites for information exchange. Altmetrics have been adopted to complement traditional journal metrics. PubMed Central, F1000Research, KoreaMed Synapse, and ScienceCentral have been introduced as innovative full-text scholarly journal distribution systems. To publish web-based scholarly journals, it is necessary to adopt an open platform and to explore options such as an author profile database, an online collaborative editing module, and Crossref text and data mining services. To maximize the influence of local journals, it is necessary to integrate various external tools, such as researcher ID, research data, social media, and altmetrics services.
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