Physical exercise and COVID-19: a bibliometric analysis

INTRODUCTION: To carry out a retrospective bibliometric analysis of articles, published since the beginning of the pandemic, which addressed the topic of physical exercise and COVID-19, in order to provide a reference of origin for research on the topic. EVIDENCE ACQUISITION: This is a bibliometric study, which addressed the production / dissemination, through information recorded in the PubMed database, about physical exercise and COVID-19, published since the beginning of the pandemic. EVIDENCE SYNTHESIS: 111 publications in total were retrieved from PubMed in the first round of research and 93 publications were identified after reviewing the study titles and s. Eligibility was assessed for these 93 publications throughout the text and 76 were entered after removing duplicates and irrelevant records. According to Bradford's Law, we identified 76 publications in 53 journals from seven different countries. The countries of the journals that published the most were the United States (20, 37.7%) and the United Kingdom (15, 28.3%). The journals that most published on the subject were: European Journal of Physical and Rehabilitation Medicine, Obesity, Encephale and Progress in Cardiovascular Diseases, each with 03 studies. According to Lotka's Law, the most productive authors: Lavie CJ Smith I, with 4 articles published. When evaluating the word frequencies by Zipf's Law, it was observed that 16 words had at least 10 occurrences, with the words Covid-19, Exercise and Pandemic with 80, 39 and 38 occurrences respectively. CONCLUSION(S): According to our analysis, this research provides a current scenario of how studies related to physical exercise and COVID-19 are going on in the world, serving as a reference for researchers on this topic.Copyright © 2020 EDIZIONI MINERVA MEDICA.

Big data analytics and innovation in e-commerce: current insights and future directions

Big data analytics (BDA), as a new innovation tool, played an important role in helping businesses to survive and thrive during great crises and mega disruptions like COVID-19 by transitioning to and scaling e-commerce. Accordingly, the main purpose of the current research was to have a meaningful comprehensive overview of BDA and innovation in e-commerce research published in journals indexed by the Scopus database. In order to describe, explore, and analyze the evolution of publication (co-citation, co-authorship, bibliographical coupling, etc.), the bibliometric method has been utilized to analyze 541 documents from the international Scopus database by using different programs such as VOSviewer and Rstudio. The results of this paper show that many researchers in the e-commerce area focused on and applied data analytical solutions to fight the COVID-19 disease and establish preventive actions against it in various innovative manners. In addition, BDA and innovation in e-commerce is an interdisciplinary research field that could be explored from different perspectives and approaches, such as technology, business, commerce, finance, sociology, and economics. Moreover, the research findings are considered an invitation to those data analysts and innovators to contribute more to the body of the literature through high-impact industry-oriented research which can improve the adoption process of big data analytics and innovation in organizations. Finally, this study proposes future research agenda and guidelines suggested to be explored further.

The 100 Top-Cited Studies on Loneliness: A Bibliometric Analysis.

The present study explores characteristics of the top 100 most-cited articles on loneliness. A systematic search was carried out using the Thomson Reuters Web of Science Core Collection to collect studies on loneliness from inception to June 1, 2022. The initial search resulted in 6,250 search results, which included articles, book chapters, conference proceedings, editorials, and letters. Two authors independently screened the literature and extracted the data. The study supervisor removed any discrepancies. Top 100 papers (articles and reviews) on loneliness published in English were extracted. Data analysis and visualization were performed on Excel, Web of Science (WoS) Data Analyzer, and VOSviewer 1.6.16. The total number of citations of the 100 top-cited articles was 42,044, ranging from 203 to 2,201 per article. All of the studies were published from 1989 to 2021, and the years with the highest number of top-cited articles published were 2003 and 2008. Most publications were from the following journals: Computers in Human Behavior, Developmental Psychology, Psychological Science, Psychology, and Aging (n=4 each). The most cited article was titled "UCLA Loneliness Scale (Version 3): Reliability, validity, and factor structure" by Russell, DW, in the Journal of Personality Assessment. The most productive institute was the University of Chicago. The two most productive authors were Cacioppo, JT, and Hawkley, LC. Of the 100 top-cited publications, 87 were original articles and 13 were reviews. The top three WoS categories were psychology multidisciplinary, gerontology, and psychiatry. In total, 37 author keywords were elicited and further clubbed into eight distinct clusters. The study provides new insight into loneliness research, which may help doctors, researchers, and stakeholders achieve a more comprehensive understanding of trends and influential contributions to the field and highlight under-researched areas, which could be the basis for future investigation.

COVID research across the social sciences in 2020: a bibliometric approach.

Research on the COVID-19 pandemic has produced an incredible volume of social science research. To explore the initial areas of COVID-19 scholarship, the following study uses bibliometric co-citation network analysis on data from Clarivate's Web of Science database to analyze 3327 peer-reviewed studies published during the first year of the pandemic and their 107,396 shared references. Findings indicate nine distinct disciplinary research clusters centered around a single medical core of COVID-19 pandemic research. Topics ranging from tourism collapse, fear scales, financial contagion, health surveillance, shifts in crime rates, quarantine psychology, and collective trauma among others are found to have emerged in this initial phase of research as covid spread across the world. A corresponding infodemic highlights early communication challenges and a broader need to thwart misinformation. As this body of work continues to grow across the social sciences, key intersections, shared themes, and long-term implications of this historic event are brought into view.

Bibliometric analysis of the classic cited papers in the American Journal of Surgery: Citation recapitulates surgical history.

BACKGROUND: We performed a bibliometric analysis of the American Journal of Surgery (AJS) to identify, characterize and place within a historical context, its published classic cited papers (CCPs). METHODS: Bibliometric data from papers published in the AJS between January 1, 1945, and December 31, 2021 was extracted from the Web of Science database. Analysis was performed utilizing Bibliometrix and VOSViewer software. RESULTS: 27,070 papers were published in the AJS over the study period. There were 16 CCPs, including 5 Top CCPs, identified. Review of the Top CCPs reveals that they are based on careful clinical observations, innovation and generally build on prior published work. Top CCPs usually are specific to a particular diagnosis or a commonly performed procedure, as such papers frequently present a scoring or classification system, or important details related to new operative approaches or techniques. CONCLUSIONS: Bibliometric study of the AJS has allowed for identification, characterization and appreciation of many of the key changes that have occurred in the discipline throughout the history of modern surgery.

JAE, 2022: Report of the Editor‐in‐Chief

Submissions to the Journal have stabilised since the Covid‐related surge in 2020, and continue their strong international pattern. Our response times continue to meet or exceed our targets, with a few regrettable exceptions, for which our sincere apologies. The JAE's citation impact factor increased again in 2021 to 4.16, a modest increase from the 2020 score. Our total 2‐year citations, however, show a worrying decline since last year. Our sincere thanks are due to our authors and our many reviewers for their contributions. Wiley continue to provide a strong publishing platform with our full archive, generating continuing growth in downloads.

A bibliometric analysis of the impact of COVID-19 social lockdowns on air quality: research trends and future directions.

Social lockdowns improved air quality during the COVID-19 pandemic. Governments had previously spent a lot of money addressing air pollution without success. This bibliometric study measured the influence of COVID-19 social lockdowns on air pollution, identified emerging issues, and discussed future perspectives. The researchers examined the contributions of countries, authors, and most productive journals to COVID-19 and air pollution research from January 1, 2020, to September 12, 2022, from the Web of Sciences Core Collection (WoS). The results showed that (a) publications on the COVID-19 pandemic and air pollution were 504 (research articles) with 7495 citations, (b) China ranked first in the number of publications (n = 151; 29.96% of the global output) and was the main country in international cooperation network, followed by India (n = 101; 20.04% of the total articles) and the USA (n = 41; 8.13% of the global output). Air pollution plagues China, India, and the USA, calling for many studies. After a high spike in 2020, research published in 2021 declined in 2022. The author's keywords have focused on "COVID-19," "air pollution," "lockdown," and "PM25." These keywords suggest that research in this area is focused on understanding the health impacts of air pollution, developing policies to address air pollution, and improving air quality monitoring. The COVID-19 social lockdown served as a specified procedure to reduce air pollution in these countries. However, this paper provides practical recommendations for future research and a model for environmental and health scientists to examine the likely impact of COVID-19 social lockdowns on urban air pollution.

A bibliometric review on knowledge management in tourism and hospitality: past, present and future trends

PurposeThe purpose of this study is to review the plethora of studies on knowledge management (KM) in the hospitality and tourism. The purposes of this paper through a bibliometric analysis via the VOSviewer tool are to analyze the current research stream and to assess emerging trends in KM in the tourism and hospitality field.Design/methodology/approachA total of 1,732 publications with 65,150 cited references were retrieved from the Web of Science to uncover the structure and intellectual base of studies in tourism with a KM perspective. Three bibliometric analyses were performed using VOSviewer software (citation, co-citation and co-occurrence of keywords);this study aims to uncover the knowledge structure of the past, current and future trends based on the bibliographic database by assessing the most influential past publication;determining the structure of the co-cited publications;and evaluating emerging trends for future studies.FindingsThis study produced two ground-breaking research streams inductively evaluated from the three bibliometric analyses: KM and digital technology;and innovation in tourism. Furthermore, the pressing issue of sustainability in tourism from the perspective of KM would be a crucial aspect in the tourism field. These streams would provide fundamental knowledge-based and further enhance the assimilation of KM within the tourism sector. The outcome would facilitate future scholars to link important tourism topics to benefit the tourism industry facing a competitive and challenging business environment.Research limitations/implicationsThis study contributes to the current theoretical understanding through thematic knowledge mapping of KM and the tourism and hospitality field.Originality/valueTo the best of the author's knowledge, this study is the first to apply bibliometric analysis to the tourism and KM field by providing a basis for the most significant issue in tourism and the essence of emerging topics and trends.

Wave after wave: unboxing 40 years of auditing ethics research

Purpose - To the best of the authors' knowledge, this is the first study that aims to present a comprehensive view of the auditing ethics literature by unboxing 40 years of efforts in the field. Design/methodology/approach - This study combined bibliometric, social network and content analysis by analyzing 114 articles published in accounting and top business ethics journals on the Web of Science database from 1980 to 2021.Findings - The results show a rising interest in this topic and reveal auditors' ethical decision-making and moral reasoning as the most discussed topics in the literature. The work also clusters the literature according to keywords and scopes, identifying literature gaps and suggesting new avenues for future research.Practical implications - The research results assist provide an overarching image of the auditing ethics field. In addition, these results draw possible future avenues to bridge the void in the current auditing ethics literature by presenting indispensable directions for potential research. For example, future research could pay more attention to whistleblowing, fraud, personal auditor characteristics, auditor ethical sensitivity, auditor ethical conflict, ethical climate and underreporting of time. Moreover, the rapidly changing business environment necessitates the auditing ethics research to move to more practical implications to mitigate previous mistakes and avoid any future risks.Originality/value - All crises are an ideal breeding ground to motivate fraud and audit failures. In fact, auditing ethics research has been subordinated to the different economic crises. However, despite increasing awareness of the topic's relevance, no comprehensive study focuses on auditing ethics literature. Now, the devastating effects of the COVID-19 crisis are producing a new wave of financial distresses and avoiding former mistakes is timelier than ever. With this novel and integrated approach, this work goes one step forward, developing a comprehensive picture of the auditing ethics literature.

Technological intelligence for circular supply chain: a co-citation analysis approach

PurposeThe COVID-19 pandemic has disrupted the supply chains, and this brought researchers and practitioners to think about more on circular supply chains (CSC). The CSC concept has been discussed in the literature more than a decade. This study aims to find out the theoretical roots of CSC by analyzing scholarly articles in literature.Design/methodology/approachThis paper uses document cocitation analysis for reaching this aim. After retrieving data from Web of Science database, this paper explores data set by considering used references of these publications and clusters them based on their title terms and visualizes them by using cosine similarity index.FindingsThis paper concludes that CSC is mainly discussed along with sustainability, sustainable supply chains and green supply chains, where the focus is integrating circular economy principles to supply chain management (SCM). On the other hand, although resiliency is an essential characteristic of SCM, contribution of CSC to supply chain resilience is neglected in the literature.Research limitations/implicationsCSC will gain importance in near future to increase national/firm productivity, and findings of this paper will give researchers insights for furthering their studies.Social implicationsTo avoid supply chain and market collapse caused by natural disruptions, supply chain resilience is of paramount importance. According to the findings of this paper, the authors believe that business resilience in COVID-19-restricted environment may have exit point by using circular perspective.Originality/valueThe importance of CSC has increased due to the disruptions caused by the COVID-19 pandemic. Therefore, this unique study was undertaken to investigate the evolution of this crucial topic with evidence from the literature through a cocitation analysis.

Highly cited tropical medicine articles in the Web of Science from 1991 to 2020: A bibliometric analysis.

BACKGROUND: An adequate response to health needs to include the identification of research patterns about the large number of people living in the tropics and subjected to tropical diseases. Studies have shown that research does not always match the real needs of those populations, and that citation reflects mostly the amount of money behind particular publications. Here we test the hypothesis that research from richer institutions is published in better-indexed journals, and thus has greater citation rates. METHODS: The data in this study were extracted from the Science Citation Index Expanded database; the 2020 journal Impact Factor (IF2020) was updated to 30 June 2021. We considered places, subjects, institutions and journals. RESULTS: We identified 1041 highly cited articles with ≥100 citations in the category of tropical medicine. About a decade is needed for an article to reach peak citation. Only two COVID-19-related articles were highly cited in the last 3 y. The most cited articles were published by the journals Memorias Do Instituto Oswaldo Cruz (Brazil), Acta Tropica (Switzerland) and PLoS Neglected Tropical Diseases (USA). The USA dominated five of the six publication indicators. International collaboration articles had more citations than single-country articles. The UK, South Africa and Switzerland had high citation rates, as did the London School of Hygiene and Tropical Medicine in the UK, the Centers for Disease Control and Prevention in the USA and the WHO in Switzerland. CONCLUSIONS: About 10 y of accumulated citations is needed to achieve ≥100 citations as highly cited articles in the Web of Science category of tropical medicine. Six publication and citation indicators, including authors' publication potential and characteristics evaluated by Y-index, indicate that the currently available indexing system places tropical researchers at a disadvantage against their colleagues in temperate countries, and suggest that, to progress towards better control of tropical diseases, international collaboration should increase, and other tropical countries should follow the example of Brazil, which provides significant financing to its scientific community.

The research foundation for COVID-19 vaccine development.

The development of effective vaccines in <1 year to combat the spread of coronavirus disease 19 (COVID-19) is an example of particularly rapid progress in biomedicine. However, this was only made possible by decades of investment in scientific research. Many important research commentaries and reviews have been provided to describe the various contributions and scientific breakthroughs that led to the development of COVID-19 vaccines. In this work, we sought to complement those efforts by adding a systematic and quantitative study of the research foundations that led to these vaccines. Here, we analyzed citations from COVID-19 vaccine research articles to determine which scientific areas of study contributed the most to this research. Our findings revealed that coronavirus research was cited most often, and by a large margin. However, significant contributions were also seen from a diverse set of fields such as cancer, diabetes, and HIV/AIDS. In addition, we examined the publication history of the most prolific authors of COVID-19 vaccine research to determine their research expertise prior to the pandemic. Interestingly, although COVID-19 vaccine research relied most heavily on previous coronavirus work, we find that the most prolific authors on these publications most often had expertise in other areas including influenza, cancer, and HIV/AIDS. Finally, we used machine learning to identify and group together publications based on their major topic areas. This allowed us to elucidate the differences in citations between research areas. These findings highlight and quantify the relevance of prior research from a variety of scientific fields to the rapid development of a COVID-19 vaccine. This study also illustrates the importance of funding and sustaining a diverse research enterprise to facilitate a rapid response to future pandemics.

Scientometric analysis of methanol intoxication literature: Global publication output between 1980 and 2019

Aim: Scientometrics refers to the analysis of scientific literature related to a certain field. Even though the number of publications on methyl alcohol poisoning has recently increased, there has been no bibliometric or scientometric analysis conducted to date. In 2020 in particular, cases of methyl alcohol poisoning have increased due to the COVID-19 pandemic, which is expected to draw greater attention to this field. Material(s) and Method(s): All data used in this study were collected from four databases accessed via the Web of Science. All studies published between 1980 and 2019 identified by searching for the keywords "methanol" and "poisoning" were included in the study. The relationship between the number of publications and productivity and characteristics of countries was analyzed with Spearman's correlation test, while GunnMap and VOSviewer were used to create infographics and infomaps. This study was conducted in accordance with the Declaration of Helsinki Results: A total of 744 articles, most of which were original (79.70%), were identified from the four databases accessed via the Web of Science. An analysis of the number of publications by country ranked the United States in the first place, with 174 articles (23.387 %), while the Czech Republic was found to have the most productive researchers. The most popular area was toxicology (20.565%), and Charles University was the most productive institution. It was found that the number of publications and citations did not increase over the years Discussion: The developed countries dominated the literature on methyl alcohol poisoning. It was further observed that articles on methyl alcohol abuse started to appear in 2020 in developing countries, which can be attributed to the COVID-19 pandemic, and the mistaken belief that it has anti-viral properties. Since the diagnosis and treatment of methyl alcohol poisoning are gaining significance, we recommend that researchers be encouraged to make further studies in this area.Copyright © 2022, Derman Medical Publishing. All rights reserved.

Publication metrics: Types, utility, and caveats

Publication metrics enable the assessment of the performance of citations or utilization of published work. Journal-level metrics depend on the database whose citations are analyzed. Publication metrics from the Web of Science include the widely-used journal impact factor (JIF) and other indices such as Journal Citation Impact, Eigenfactor, normalized Eigenfactor, and Article Influence Score. Metrics from Scopus include the CiteScore, Source Normalized Impact Factor, and SCImago Journal Rank. Author-level metrics such as total citations, h-index, i10-index, and g-index inevitably increase with time and can be inflated by self-citations. Article-level metrics such as total citations and online attention scores derived from Scopus (PlumX Metrics) or Altmetric indicate the extent of utilization and discussion in scientific circles of a particular article. Publication metrics are useful to provide a bird's eye view of how well an individual journal or article has been cited or used. They do not necessarily reflect article quality. As an example, some of the articles with the highest Altmetric Attention Scores are actually retracted publications that attained high scores due to the negative debate that they elicited. Journal-level metrics such as the JIF are fluid and prone to historical fluctuations from year to year, most recently observed by increases in the JIF of journals which published a lot of coronavirus disease 19-related content. Research assessment of individual scientists often misuses publication metrics such as the JIF, when they should instead rely on a critical appraisal of research articles by assessors.Copyright © 2022 Wolters Kluwer Medknow Publications. All rights reserved.

Emerging trends in telecollaboration and virtual exchange: a bibliometric study

As physical mobility finds itself impeded by the COVID-19 crisis, the world witnesses the potential of technology for connecting students who are physically distanced inside and cross-borders. In such scenarios, telecollaboration and virtual exchange have gained increased attention as powerful pedagogical strategies to allow for the continuity of intercultural exchanges and understanding the trends of this growing field can be of high significance to practitioners when planning future related initiatives. Although telecollaboration and virtual exchange are not new phenomena, to the best of our knowledge, a thorough bibliometric study of the area, considering the characteristics of its publications and its scientific community, has not yet been developed. This study carried out a bibliometric analysis of the telecollaboration and virtual exchange research field using a set of 254 articles from the Web of Science and Scopus databases with the objective of characterising the area as well as identifying research tendencies. In particular, this study uses four analytical scientometric tools: co-citation, co-authorship, keywords co-occurrence analysis and identification of research trends. This study identified emerging and declining themes in the field of telecollaboration and virtual exchange, confirming that the practice is increasingly adopting diverse formats and cutting across different knowledge fields. In addition, results showed that international collaboration so far involves few countries and there is much space to widen co-authorship networks to enhance intercultural exchanges. The review also explores the benefits and drawbacks of the technological tools adopted in the studies from our sample database. [ FROM AUTHOR] Copyright of Educational Review is the property of Routledge and its content may not be copied or emailed to multiple sites or posted to a listserv without the copyright holder's express written permission. However, users may print, download, or email articles for individual use. This may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full . (Copyright applies to all s.)

Research Trends in the Field of Emergency Remote Teaching: A Bibliometric Analysis of Open Access Literature

Throughout the period of pandemic, many studies have been conducted on emergency remote teaching (ERT) in different fields and from different perspectives, which reveal that there has been a lack of a comprehensive map showing the rapid and continuous responses of these studies to the process. The purpose of this research is to analyze open access research on ERT using bibliometric method, and to reveal current trends in this field. VOSviewer software was used for data analysis;the data collection process was shaped using the PRISMA framework. 238 studies were included in the analysis. The distribution of the open access studies analyzed in the field of emergency remote teaching by year, type of publication, subject, country, and sources was examined;citation analysis (by journal and publication), authorship patterns and collaboration, common word analyses are included. It was found out that these open access publications mainly consisted of journal articles and were dated 2020 and 2021;most of the publications were in the field of educational sciences. Based on common word analysis, the most important topics that are addressed in studies on the ERT process are the process of pandemic, distance education and higher education, while the challenges experienced regarding teachers and pedagogic issues during the process, teacher education, student-related characteristics (such as self-regulated learning-motivation-academic success) and participation are found to be frequently studied topics. The concepts of instructional design, collaborative learning, social presence, and assessment are also among the topics covered. It is anticipated that the implications for policy and practice based on the examination of research trends will have a significant effect on the structuring of future online learning environments, as well as the ERT designed for emergencies. © 2023, The Online Learning Consortium. All rights reserved.

Interpretive Structural Modeling: Research Trends, Linkages to Sustainable Development Goals, and Impact of COVID-19

Interpretive structural modeling (ISM) is widely used to understand the complex connections between different components. This study presents a bibliometric overview of ISM research, with a focus on its linkages to the Sustainable Development Goals (SDGs) and the impact of COVID-19. The study analyzed 1988 publications on ISM published between 2012 and 2021, of which 1202 were directly mapped to the SDGs and 59 were related to COVID-19. The study identified key authors, institutions, countries, and journals involved in the research and their linkages to the SDGs. The results showed that ISM research is strongly linked to SDG 12 (on responsible consumption and production) and SDG 9 (on industry, innovation, and infrastructure). We also identified influential SDGs on the basis of centrality measures such as betweenness and eigenvector. The top four countries contributing to ISM publications were India, China, the United Kingdom, and the United States. The most frequently cited journals were Benchmarking: An International Journal, Sustainability, the Journal of Modelling in Management, and the Journal of Cleaner Production. Four main clusters were identified in the ISM research, including (1) integration with AHP and fuzzy logic for promoting sustainability alignment, (2) ISM-based strategy development for various stakeholders, (3) ISM-based decision-making in various fields, and (4) ISM-based risk evaluation. For the first time, studies that used the ISM approach to understand the epidemiological characteristics of COVID-19 were identified, and their key findings were discussed. The study also identified several emerging topics for future ISM research, such as blockchain and IoT, environmental management systems, climate change adaptation, smart cities, and humanitarian logistics and their potential linkages to the SDGs.

Exploring the research landscape of COVID-19-induced olfactory dysfunction: A bibliometric study.

Since the outbreak of COVID-19, olfactory dysfunction (OD) has become an important and persistent legacy problem that seriously affects the quality of life. The purpose of this paper is to quantitatively analyze and visualize the current research status and development trend of COVID-19 related OD by using VOSviewer software. Based on the Web of Science database, a total of 1,592 relevant documents were retrieved in January 2023, with publication time spanning from 2020 to 2023. The bibliometric analysis revealed that the most influential research results in the field of COVID-19 related OD were concentrated in journals of related disciplines such as otorhinolaryngology, medicine, general and internal, virology, neurosciences, etc. The knowledge base of the research is mainly formed in two fields: COVID-19 clinical research and OD specialized research. The research hotspots are mainly concentrated in six directions: COVID-19, long COVID, smell, anosmia, OD, and recovery. Based on the results of the bibliometric analysis, the temporal trends of COVID-19 related OD studies were visually revealed, and relevant suggestions for future research were proposed.

Climate change and marketing: a bibliometric analysis of research from 1992 to 2022.

Climate change with adverse impacts on the environment, economy, and society requires marketing to change current attitudes and behaviors towards sustainable production and consumption, and thus climate change is interrelated to marketing. However, no body of literature has comprehensively investigated the connections and relationships between climate change and marketing. This study examined such connections and relationships from a bibliometric approach using Web of Science and Scopus databases from 1992 to 2022. The search strategy utilized topic and title/abstract/keyword search. The search query retrieved 1723 documents. VOSviewer and Biblioshiny were utilized to analyze data on authors, keywords, institutions, countries, sources, citations, and co-citations. The findings showed an upward trend in the annual number of publications with the top three most productive countries being the USA, the UK, and Australia and the most productive institutions in the USA, New Zealand, and the UK. The top three author keywords were climate change, sustainability, and marketing. The Sustainability journal ranked first in terms of productivity while Energy Policy in terms of citations. International collaborations were mostly between developed countries also known as Global North Countries, and collaborations between these countries and developing and developed countries should be encouraged. During the COVID-19 pandemic, the number of documents increased, and research themes altered. Research on energy, innovation, insect farming, and carbon management is a top priority. The results proved that most studies were conducted outside the field of marketing.