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The intersection of eco-literacy and social media is an intriguing subject of scholarly investigation, wherein acknowledging their mutual reliance is appropriately recognised. This study aimed to analyse the publication trends in Scopus and the Web of Science (WoS) concerning eco-literacy and social media research. The current study employed ScientoPy and VOSviewer software to analyse the evolution and publication trends, encompassing document types, source titles, highly cited papers, research themes, and institutions. This study utilises a combined dataset of 143 entries from the Scopus and WoS databases, with duplicate entries removed. The present study observed that the cumulative quantity of publications in both databases reached its highest point in 2021. The scholarly publication known as "Sustainability" is recognised for its extensive coverage of the topics of eco-literacy and social media. The term "environmental awareness" has the highest frequency, mentioned in 32 documents. In addition, the overlay visualisation demonstrates the prominence of keywords such as "sentiment analysis," "Twitter," "social networking sites," and "environment awareness" in the year 2020. This study provides a comprehensive global outlook on the current prominent topics within eco-literacy and social media, catering to the interests of potential readers and researchers. Furthermore, this bibliometric technique provides a variety of analyses that can assist in the organisation of data to develop theories and methodologies on eco-literacy and research on social media. Moreover, the present examination of datasets plays a pivotal role in elucidating concepts and facilitating the execution of rigorous research in eco-literacy and social media in future. [ABSTRACT FROM AUTHOR]

The internet has offered marketers a new way to be more creative, resulting in more openness and transparency in marketing. The proliferation of digital media platforms and the commercial use of the internet have changed the business landscape. This study uses ScientoPy to analyze the global evolution of digital marketing research. It is grounded in the eminent Scopus and Web of Science databases. The parameters examined in this study were the number of publications, the most productive author, the analysis of the author's keywords, popular sources, and institutional information. This study discovered a rising trend in digital marketing research in both the Scopus and WoS databases. "Machine Learning" has exploded in popularity during 2019 and 2020. "Digital Marketing" is inextricably linked to "Social Media", "Big Data", "Marketing Communication", "Machine Learning", and "Sentiment Analysis", all of which gained traction in 2018 and beyond. Bucharest University of Economic Studies in Romania has become the most prolific research institution on digital marketing. The findings of this study enabled readers and future researchers to identify the primary research areas, keywords, related studies, and the most notable institutions and researchers. Besides, this study provides readers and future researchers with a global perspective on hot topics in digital marketing. It offers various analyzes for well-organized information utilization. This study also illustrates recent digital marketing research trends to inform practitioners, future researchers, and policymakers about developing digital marketing research theories and practices that merit scrutiny. [ABSTRACT FROM AUTHOR]

Safety and health are intricately interwoven and have become indispensable to the thriving business world and anthropology. It is concerned with ensuring employees' physical, emotional, and mental well-being. Based on the Scopus and Web of Science databases, the current study intends to analyse the global research output on machine learning in safety and health. This study utilized ScientoPy and VOSviewer to delve into the annual growth, patterns of research communication on source titles, international collaboration among countries, and authors' keyword analysis. This study found that the Web of Science database tracks the evolution of publications throughout time. PLoS One has surpassed all other source titles in terms of publishing activity. Also, this study indicated that US researchers are constantly working on machine learning in safety and health research and have developed significant collaborations with China and Australia. Between 2020 and 2021, the University of Toronto published 86% of all papers, outpacing other institutions. The keywords "machine learning", "artificial intelligence", "electronic health records", "deep learning", and "mental health" were the most popular and trending keywords in 2020 and 2021, and "artificial intelligence" appeared in most publications among others. Future researchers should conduct scoping or systematic literature reviews to elucidate the relationships between these terms. This study may entice the curiosity of practitioners and researchers to advance new knowledge in this field by being devoted to cutting-edge research in the contemporary philosophy of science, cognitive, and cultural anthropology on machine learning in safety and health research. In conclusion, this scientometric analysis demonstrates that machine learning in safety and health is a study domain that requires further refinement in future research, as this technology has the potential to significantly improve workplace safety and health through targeted applications with clear benefits. [ABSTRACT FROM AUTHOR]

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Every single person is entitled to equal space on the roads or sidewalks, so they rely on each other's empathy and compassion and not be self-centered. Therefore, it is essential to promote the ethics of road safety and road users' exemplary behavior upmost. This review analyzed the publication trends and thematic evolution of road user behaviour over 47 years from 1973 to 2020. The assessment uses the Scopus database and various bibliometric indicators, such as output growth trends, eminent countries, research hotspots, and author keywords. Also, this study presented a graphical visualization of bibliometric indicators using a VOSviewer. Another bibliometric software tool, known as SciMAT, was used to inspect road user behaviour research's thematic evolution. The verdicts revealed that the number of publications increased exponentially, starting in 2005 with a hike in publications in 2020. Road user behaviour researches were diverse by examining the various research hotspots. This review also focuses on several themes and dimensions of road user behaviour research. The essential motor theme during the first period (2005-2012) was "schools". Other motor themes, such as "cross-sectional studies," "car", and "space-temporal-analysis", became the most significant number of publications in the second period (2013-2020). These four themes may be beneficial as a benchmark for researchers focusing on the art of road user behaviour. This bibliometric study provides a comprehensive and in-depth view of road users' behaviour that may help future researchers advance potential knowledge in this field. [ABSTRACT FROM AUTHOR]

Biology is a vital and relevant branch of science that has a significant impact on daily life and the overall development of societies. Many advances in biology education have transformed much pedagogy, particularly learning in the more substantial part of higher education contexts. Thus, bibliometrics can be used to depict and analyze publication trends in updating scientific datasets and knowledge in this field. This bibliometric review scrutinized the progress, trends, and updates in the Scopus database for biology education publications. The total number of publications, citations, and publication patterns over 63 years are among the bibliometric parameters examined in this review. The obtained publication lists were analyzed using VOSviewer software, which displayed the bibliographic data graphically. The current study portrayed that the number of publications on biology education has increased in recent years. This inclination is probable to continue, as evidenced by the current peak of publications trajectories. The examining publications and research areas reveal that efforts to improve biology education cover miscellaneous topics and disciplines. Researchers and educators in biology education may benefit from this bibliometric review because it provides information, concepts, thoughts, and intuitions that can be used to strengthen their theories and practices. [ABSTRACT FROM AUTHOR]

Vocational education is seen as an integral part of the educational system, either at the school level or at a post-secondary level. It is indicated that vocational education has immensely influenced life and plays a vital role in evolving societies worldwide. Thus, analysing this scientific domain's evolution and creation is essential. This study discusses the bibliometric review of scholarly research performed in higher vocational education in recent years. The Scopus database and a wide range of bibliometric metrics, including descriptive and trend analysis of publications related to higher vocational education, were examined in greater depth. A graphical visualisation of bibliographic details using the VOS viewer software is also presented. Results show that the number of studies covering this subject has fluctuated, with the highest number of publications is 65 in 2020. Often, by reviewing publications and research areas, it can be construed that higher vocational education research is diverse, including social sciences, computer science, and engineering. The bibliometric review conducted offers a rigorous and thorough view of higher vocational education research that may benefit higher vocational education practitioners and researchers keen on the pursuit of enhancing or discovering new knowledge in this field. [ABSTRACT FROM AUTHOR]