Keziban Seckin Codal; Eda Sönmez
Abstract
As the volume and diversity of COVID-19 manuscripts grow, trend topic detection has become a more crucial issue to utilize information from pandemic-specific literature. Latent Dirichlet Allocation (LDA) and bibliometric analysis are common ways of detecting trend topics. In this study, a hybrid approach ...
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As the volume and diversity of COVID-19 manuscripts grow, trend topic detection has become a more crucial issue to utilize information from pandemic-specific literature. Latent Dirichlet Allocation (LDA) and bibliometric analysis are common ways of detecting trend topics. In this study, a hybrid approach is suggested by combining both techniques as a novelty perspective to attain comprehensive information. The topics studied in the COVID-19 literature were outlined with the LDA analysis, and then the COVID-19 studies were examined specifically in the field of information systems (IS) with bibliometric analysis. As an outcome of LDA analysis, it has been determined that the topics studied on COVID-19 are concentrated under the categories of clinical studies, epidemiology and transmission of COVID-19, national and global policy responses to the COVID-19 pandemic, and the impacts of the COVID-19. Infodemiology in social media, computer-aided detection methods for diagnosis, information systems for contact tracing and health systems, distance learning solutions, data analytics for modeling and forecasting COVID-19, epidemiology, molecular docking of COVID-19 are primary topics of IS literature in COVID-19 era. This paper assists researchers in providing a comprehensive view of the compatibility of COVID-19 literature at a macro level and in the scope of IS and also offers suggestions for future work by IS researchers.
Fatimah Noor Rashidah Mohd Sofian; Khairul Hafezad Abdullah; Ibrahim Mohd-Sabrun
Abstract
Corporate reputation is vital in today’s uncertain and challenging business environment. It is crucial for firms’ long-term viability, prominence in a competitive market, and relationship with the stakeholders. Research on corporate reputation has been increasing tremendously. This study ...
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Corporate reputation is vital in today’s uncertain and challenging business environment. It is crucial for firms’ long-term viability, prominence in a competitive market, and relationship with the stakeholders. Research on corporate reputation has been increasing tremendously. This study aimed to perform a bibliometric analysis to find the trends in corporate reputation publications, influential countries, institutions, sources, and scholars and propose a model that could impact corporate reputation. The keyword “corporate reputation” was used as it is a collective view of all stakeholders by using the TITLE-ABS-KEY, inserted with quotation marks. One thousand eight hundred seven publications from 1977 to 2020 were extracted from the Scopus database. Data were exported to Microsoft Excel, Publish or Perish (PoP), and VOSviewer. The trends show an increase in corporate reputation research, with most corporate reputation studies focusing on business, management, and accounting fields. The United States accounted for nearly half of the corporate reputation publications, with New York University being the most productive institution. Some of the scholars have been mentioned in this paper. A proposed model has been developed, comprising the corporate image, e-communication, stakeholder, philanthropy, and leadership as the variables that could impact corporate reputation. This model could be further explored using qualitative or case studies. Also, contingency theory could be explored in the corporate reputation area. This study’s contribution is to provide an overview to scholars on the corporate reputation research area.
Mahdi Abdolhamid; Mohammadreza Abdolhoseinzadeh; Mohammadreza Esmaeili Givi; Mohammad Karim Saberi; Seyedeh Zahra Mirezati; Mohammad Reza Amiri
Abstract
This study aims to perform a bibliometric analysis of documents published in the field of Public Administration during the years 1923-2020. In this bibliometric study, all Web of Science (WOS) databases were used to retrieve the publications in this field. Using a proper search strategy, 93093 records ...
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This study aims to perform a bibliometric analysis of documents published in the field of Public Administration during the years 1923-2020. In this bibliometric study, all Web of Science (WOS) databases were used to retrieve the publications in this field. Using a proper search strategy, 93093 records were retrieved in the WOS database from 1923 to 2020. Excel and VOSviewer software were used for bibliometric analysis and visualization of documents. The findings show that 64.31% of documents (59860 documents) were articles; most documents were published in the Public Administration Review-Journal (n= 9011). The United States (with 31930 documents), ENGLAND (with 14636 documents), and Canada (with 7104 documents) published the most documents in this field, respectively. The University of Birmingham was the most productive institution (n=1,441, 1.54 %). Meier, K. J. S was the most productive author (n= 119, 0.12%). Keywords with the highest frequency were "management", "governance", "government", "policy", "performance", "politics", "state", and "organizations". The most co-occurrence keywords existed within three clusters, the first including keywords related to policy issues, the second including author keywords about management and performance, and the third including keywords related to state and local management. The global trend of publications in the field of Public Administration has been upward, from 54 documents in 1923 to 4561 documents in 2020. This study not only presents a full view of global Public Administration research but also can contribute to future research in this field and bibliometric studies.
Mohammad Reza Amiri; Mohammad Karim Saberi; Ali Ouchi; Heidar Mokhtari; Sana Barkhan
Abstract
Bibliometric analysis of different fields of knowledge leads to a better understanding of the trend and quality of scientific products. The present study examined the publications on Altmetrics through bibliometric analysis and knowledge mapping. In this survey research, using quantitative indicators ...
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Bibliometric analysis of different fields of knowledge leads to a better understanding of the trend and quality of scientific products. The present study examined the publications on Altmetrics through bibliometric analysis and knowledge mapping. In this survey research, using quantitative indicators of scientometric, scientific developments in the field of altmetrics have been evaluated. The study population included all articles in the field of altmetrics (1077 documents) indexed in the Scopus database from the beginning to the end of 2020. The Excel and VOSviewer software packages were used to analyze the data. The findings show that scientific products in the field of altmetrics indexed in Scopus have been published since 2012; the quantitative trend of publications has been upward; Most of the scientific products in the field of altmetrics were original articles and in English. The United States, the United Kingdom, and Spain were the top and most productive countries in publishing documents in the field. Iran was ranked ninth with 52 documents. Regarding the number of publications, the University of Wolverhampton, the Administrative Headquarters of the Max Planck Society, and Leiden University were ranked first to third, respectively. Thelwall, M., with 42 articles, Bornmann, L., with 32 articles, and Haunschild, R., with 25 articles, were the most active authors. The most frequently used keywords were "Altmetrics", "bibliometrics" and "Social media". The highest number of documents in the field of Altmetrics has been published in the journal "Scientometrics". The most cited author was Thelwall, M., with 2691 citations. Due to the upward trend of scientific publications in Altmetrics and the beginning of its way, this upward trend will continue. Also, most of the top authors in the field are from universities and countries active in this field.
Artificial Intelligent
Oladosu Oladimeji
Abstract
The advent of new technologies such as Machine Learning has highly influenced the health sector's activities; with this, there is an ease in diagnosis and decision-making processes in the sector. Hence, this study aims to analyze the application of Machine Learning in Smart Health research. This study ...
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The advent of new technologies such as Machine Learning has highly influenced the health sector's activities; with this, there is an ease in diagnosis and decision-making processes in the sector. Hence, this study aims to analyze the application of Machine Learning in Smart Health research. This study uses 192 records from the Scopus database based on a well-crafted search term to identify nations with the highest publication output, the principal research subject areas, the top funding sponsors, and research keywords in this subject matter. The result shows that the first document on machine learning in smart health was published in 2011. The research output on this subject has dramatically increased, with India now being the top nation where research in this area is conducted. It was also discovered that the journal IEEE Access has the highest number of publications in this area. This analysis will help researchers, policy developers, and professionals in the health sector to better understand the development of Machine Learning in Smart Health research. Machine Learning in Smart Health portends Growth in the future.
Ain Zuraini Zin Aris; Siti Zubaidah Othman
Volume 20, Issue 4 , October 2022, , Pages 137-152
Abstract
Mental health problems have become one of the global health burdens, according to the reports from World Health Organization in 2020. By realizing the potential increase in mental health problems worldwide, the encouragement of help-seeking behaviour is pivotal to tackling the issue of mental health. ...
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Mental health problems have become one of the global health burdens, according to the reports from World Health Organization in 2020. By realizing the potential increase in mental health problems worldwide, the encouragement of help-seeking behaviour is pivotal to tackling the issue of mental health. Thus, this study aims to present the bibliometric analysis of help-seeking behaviour for mental health problems focusing on employees by using the Scopus database. The specific keywords and terms that fulfill the criteria related to this study were executed. In general, this study found that the research trends in help-seeking behaviour are growing but still lack empirical evidence that can help fully understand the scenario in the work context. Hence, further studies are warranted to improve the apprehensions on the issue.https://dorl.net/dor/20.1001.1.20088302.2022.20.4.8.7
Sajad Gholampour; Behzad Gholampour; Alireza Noruzi
Volume 20, Issue 2 , April 2022, , Pages 305-324
Abstract
Highly cited papers reflect the top 1% of field and publication year papers. Highly cited papers are important in terms of the number of citations they receive in their subject area and often attract the attention of most researchers in terms of their high quality. Therefore, this study aimed to analyze ...
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Highly cited papers reflect the top 1% of field and publication year papers. Highly cited papers are important in terms of the number of citations they receive in their subject area and often attract the attention of most researchers in terms of their high quality. Therefore, this study aimed to analyze highly cited papers in the field of sport sciences from a bibliometric perspective and to identify subject areas that have the potential to be highly cited. This research analyzed highly cited papers in the field of sport sciences published during 2010-2020, indexed in the Web of Science of the Clarivate Analytics. The results show that most of the highly cited papers in sport sciences are in sport medicine and published by prominent and renowned researchers. Moreover, most of these papers were contributed by researchers from the European and American continents. The results also show that the United States of America (USA), McMaster University of Canada, and Professor Lars Engebretsen led in publishing highly cited papers in sport sciences. It can be concluded that five thematic clusters were formed by highly cited papers in sport sciences, most of which were in the subject area of sport injuries and exercise physiology. Only highly cited papers in the field of sport sciences were analyzed, and a thorough analysis of all papers in this field is needed for a definite conclusion. This study identifies that the subject area has a great impact on a paper to be highly cited, and only some subject areas in the discipline of Sport Sciences have the potential to be highly cited.https://dorl.net/dor/20.1001.1.20088302.2022.20.2.19.4
