Working the literature harder: what can text mining and bibliometric analysis reveal?

Han, Yu; Wennersten, Sara A.; Lam, Maggie P. Y.

doi:10.1080/14789450.2019.1703678

Cited by 18 publications

(15 citation statements)

References 15 publications

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“…With respect to the scientific community, publications from various areas are rapidly and exponentially expanding, almost as quickly as the spread of the virus ( Kambhampati et al, 2020 ). A bibliometric analysis of publications during this period is, therefore, necessary, allowing us to organize large volumes of information, assess the current status of a certain research domain and help to provide directions or ideas for future research ( Alessandro et al, 2019 , Han et al, 2019 ). However, the previously published bibliometric articles on COVID-19 have mostly investigated research activity in environmental fields ( Zyoud and Zyoud, 2020 ), business management fields ( Verma and Gustafsson, 2020 ), and biomedical research areas ( Deng et al, 2020 , Francesca and Antonella, 2020 , Tao et al, 2020 ).…”

Section: Introductionmentioning

confidence: 99%

Bibliometric analysis of mental health during the COVID-19 pandemic

Chen

Zhang

Chen

et al. 2021

Asian Journal of Psychiatry

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Background As a global pandemic, coronavirus disease 2019 (COVID-19) has had a profound effect on public mental health. Methods Publications related to mental health during the COVID-19 pandemic from December 1, 2019, to November 13, 2020, were extracted from the Web of Science database. Bibliometric indicator analysis was performed using VOSviewer 1.6.15. Results In total, 1,233 documents from 2020 were retrieved, of which 680 were original articles. The United States contributed the largest publication output (285, 23.1%). Huazhong University of Science and Technology published the most articles in this field (35), while Wuhan University received the most citations (1,149). The United Kingdom had the strongest collaboration network. Four keyword clusters representing hotspots in this field were identified. Conclusions In addition to developed countries, countries seriously affected by the COVID-19 pandemic also made significant contributions to mental health research during the COVID-19 pandemic. This study focused on various aspects, such as mental health during isolation, mental health in healthcare workers, and public mental health issues during the COVID-19 pandemic. In the future, countries should strengthen global cooperation and pay more attention to the mental health of vulnerable groups during pandemics.

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Section: Introductionmentioning

confidence: 99%

Bibliometric analysis of mental health during the COVID-19 pandemic

Chen

Zhang

Chen

et al. 2021

Asian Journal of Psychiatry

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“…Text mining is the automated extraction which can make unstructured data text become structured information, whereas bibliometric is the statistical approach to analyze the current research trends and patterns in the metadata. Both of those approaches are really useful in SLR which sometimes overlap, but have the same pattern to summarize information and identify the relationship between literatures to gather new scientific concepts [ 15 ].…”

Section: Methodsmentioning

confidence: 99%

Advancements of Nanotechnology and Nanomaterials in Environmental and Human Protection for Combatting the COVID-19 During and Post-pandemic Era: A Comprehensive Scientific Review

Wibowo

Ramadan

Taher

et al. 2023

Biomedical Materials & Devices

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In December 2019, an outbreak of unknown pneumonia emerged in Wuhan City, Hubei Province, China. It was later identified as the SARS-CoV-2 virus and has since infected over 9 million people in more than 213 countries worldwide. Massive papers on the topic of SARS-CoV-2 that have already been published are necessary to be analyzed and discussed. This paper used the combination of systematic literature network analysis and content analysis to develop a comprehensive discussion related to the use of nanotechnology and materials in environmental and human protection. Its is shown that various efforts have been made to control the transmission of this pandemic. Nanotechnology plays a crucial role in modern vaccine design, as nanomaterials are essential tools for antigen delivery, adjuvants, and mimics of viral structures. In addition, nanomaterials and nanotechnology also reported a crucial role in environmental protection for defence and treating the pandemic. To eradicate pandemics now and in the future, successful treatments must enable rapid discovery, scalable manufacturing, and global distribution. In this review, we discuss the current approaches to COVID-19 development and highlight the critical role of nanotechnology and nanomaterials in combating the virus in the human body and the environment.

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“…To arrive at the information pertinent to this review study, the data were extracted in December 2022 from Scopus, the world's core collection platform of scientific studies and citations. The database consists of a collection of top-tier and reputed journals and is most relevant for bibliometric [ 31 , 32 ]. Since the first epidemic case was confirmed in 2019, thus, the literature on psychological and mental well-being was constricted from January 2020 to December 26, 2022 (when the search process was completed).…”

Section: Methodsmentioning

confidence: 99%