Journal of Data Science, Informetrics, and Citation Studies

Bibliometric Analysis on Defence Forces Management Research using Scopus for the period of 2010-2024

2025-06-18T05:05:31+00:00

This study presents a comprehensive bibliometric analysis of research on defence force management, examining the funding sources, document types, leading journals, authorship networks, and subject areas contributing to this field. The data for this bibliometric analysis was retrieved from the Scopus database for the period of 2010-2024. 1495 records were retrieved and analysed in this study. The U.S. Department of Defence emerges as the top sponsor, with 16 publications focused on enhancing military management, followed by the National Institutes of Health with 13 publications, reflecting the growing intersection between military operations and health. The analysis reveals a diverse funding landscape, involving international and health-related organizations, highlighting the interdisciplinary nature of this field. Publications are predominantly articles (54.7%), followed by conference papers (27.6%), with key contributors such as Greenberg, N. and Cohen, S.P. playing significant roles in shaping the research landscape. The study also tracks publication trends, showing a significant rise in research output between 2016 and 2020, followed by a decline from 2021 onwards. The subject areas include Medicine, Engineering, Social Sciences, and Computer Science, emphasizing the holistic approach required for managing modern defence forces. Research in medical and psychological management, energy efficiency, and disaster response has been particularly prominent in recent years, reflecting the on-going evolution of defence force management research.

Emerging Patterns in Open Access Publishing: A Scopus-Based Analysis of Publishers, Countries, and Costs

2025-07-16T09:02:59+00:00

Open Access (OA) publishing has changed academic communication, making knowledge freely and quickly available to everyone. Major publishers are publishing more journals adopting hybrid and full OA models. The study will examine OA and hybrid journals of major publishers based on Scopus data, country-wise comparison of OA publications, subject-wise average publication fee analysis and emerging OA patterns. In the descriptive-analytic method, the data collected from the Scopus database is catalogued and analysed. Elsevier ranks first with 2588 total publications, followed by Springer Nature (2473) and Taylor & Francis (2364). Spain (43.84%) is the leader in OA percentage. The average publication fee in the Medicine category is $2,800, with no APC charged on the Diamond models. Open Access publishing is shaping a democratic, not-for-profit, data-driven movement for future search communication.

Collaborative Research Pattern of Physics Nobel Laureate Adam Guy Riess: A Scientometric Study

2025-08-29T07:13:42+00:00

The Nobel Prize in Physics has been awarded 114 times to 216 Nobel Laureates between 1901 and 2020. John Bardeen is the only Nobel Laureate who had been awarded the Nobel Prize in Physics twice, in 1956 and 1972. This meant that a total of 215 individuals had received the Nobel Prize in Physics. In the present paper an attempt has been made to know the publication productivity, authorship pattern and channels of communication based on a scientometric study of research publications of Physics Nobel Laureate Adam Guy Riess (2011).

Social Justice Design and Implementation in Library and Information Science

2025-07-15T09:26:25+00:00

In recent years, the Library and Information Science (LIS) profession has reached a significant crossroads, as it must address long-standing systemic inequities while remaining responsive to shifting community needs. Social Justice Design and Implementation in Library and Information Science, edited by Bharat Mehra, is a compelling and timely response to the challenge. Read more. . .

A Green Day: Embracing Climate Action

2025-08-01T04:59:23+00:00

The book serves as a deeply insightful narrative centered on the ecological journey and mission of several people who care for the environment. Their efforts represent a beacon of individual willpower translating into transformative ecological action. The book urges civil society organizations and communities to support and scale such missions to restore and preserve forest cover-symbolizing a broader call to heal Mother Earth. Read more . . .

Global Academic Libraries Research: A Scientometric Analysis of 100 Most Cited Papers

2025-07-17T17:20:51+00:00

This scientometric study investigates the thematic distribution and research focus of the top 100 most highly cited papers on academic libraries to identify key subject areas, emerging trends, and influential contributions in this domain. A total of 16,348 records were retrieved from the Scopus database, covering publications from 1964 to 2024. From this corpus, the 100 most-cited documents were selected and subjected to detailed scientometric analysis using Microsoft Excel for data organisation, Biblioshny for bibliometric indicators and thematic classification, and VOSviewer for network visualisation. The analysis revealed that Library Services is the most dominant research theme, accounting for 18% of the highly cited literature, with a frequent focus on Web 2.0 tools, innovative service models and AI-based applications. User Information Behaviour followed at 16%, reflecting a strong emphasis on user needs and satisfaction. Other prominent categories included the Role of Libraries (11%), Library Staff (10%), Social Media Platforms (8%), and Information Literacy (7%). Emerging technical themes such as Recommender Systems, Library Evaluation, and Research Data Management each accounted for 6–7% of the corpus. In contrast, traditional topics such as Library Infrastructure, Search Techniques, and Collection Development received comparatively limited attention, suggesting a shift in scholarly focus. The findings demonstrate a clear transition toward user-centred, digitally integrated, and strategically adaptive research in academic librarianship. The prominence of these themes in highly cited papers underscores their relevance across institutional contexts and highlights their foundational role in shaping future directions for library and information science research.

Impact of Artificial Intelligence Interventions on Learning Outcomes in Distance Education: A Bibliometric Analysis of Highly Cited Research (2003-2023)

2025-07-21T09:37:14+00:00

This study investigates the research trends and focused areas in highly cited literature related to "Artificial Intelligence and Distance Education" over the past two decades (2003 to 2023). Utilizing the Scopus database, a search strategy involving relevant keywords identified 774 articles, from which the top 100 most-cited papers were selected, each having 100 or more citations. Analysing these papers revealed that they collectively received a substantial number of citations and were authored by 439 researchers from 227 organizations across 43 countries. The findings highlight this field's significant external funding (50%) and international collaboration (37%). The United States, China, and the United Kingdom were the leading contributors, while Hong Kong, the UK, and India garnered higher citation impacts. The top-producing institutions included Nanyang Technological University and the University of Birmingham, with notable contributions from several impactful authors. Key journals such as Computers and Education and IEEE Access showcased the highest publication volumes and citation impacts. This study presents insights into global research trends, influential works, and performance metrics of organizations and authors, offering a comprehensive overview of the evolving landscape in AI and distance education research.

Role of University Knowledge Resource Centres in Achieving Sustainable Development Goals (SDGs): A Case of India

2025-08-01T09:32:37+00:00

This study delves into the potential role of university libraries/ knowledge resource centres (KRCs) in India, emphasising their contribution to achieving the Sustainable Development Goals (SDGs). Libraries, recognised as hubs of information and knowledge, have adapted to incorporate technological innovations, extending their services beyond physical boundaries. University library services significantly contribute to advancing the SDGs by promoting community engagement, fostering digital inclusion, bolstering education, and ensuring equitable access to information. The study thoroughly reviews pertinent literature, assesses ongoing initiatives aimed at SDG fulfilment, explores how university KRCs support the SDGs, and provides a case study focusing on India. The paper offers a range of recommendations for university KRCs and stakeholders, outlining strategies to effectively harness library services in furthering the objectives of SDGs.

Scientific Mapping of Research Evolution on Innovative Pedagogy: A Bibliometric Analysis

2025-05-05T05:02:46+00:00

This Bibliometric investigation analyses the comprehensive research trends, publications, and citations over time frameworks, keyword occurrences, top productive authors, sources, and countries' research production on Innovative Pedagogy. For this study, the bibliometric analysis method was used. 4692 documents were extracted from the Scopus database published from 2000 to 2024 as of 9 September 2024 with the help of search keywords “Innovative Pedagogy” or "Innovative Pedagogies." The quantitative data analysis was conducted utilizing MS Excel (2021 version) and VOSViewer (1.6.20 version) software. The findings of this investigation indicated that the publications in the field of IP emerged before 2000; however, a significant surge was noted after 2010. Maximum publications (N = 549) on IP were found in 2023. Similarly, the maximum number of citations (N= 3622) was recorded in 2017. Nearly 55% of publications (N= 2567) were Journal articles. The nations with the highest research output were the United States (N = 1474), the United Kingdom (N = 546), Australia (N = 488), and India (N = 214 Publications). The most productive author was Owolabi, O. A. (N = 9 Publications), and the Institution was "Arizona State University, USA (13 Publications and 81 Citations). The most common keyword used in the IP domain was ‘teaching’ (699 occurrences, 14 links, and 1909 total link strength). This paper will be helpful for the scientific community as well as novel researchers. This paper provides a global lens on Innovative Pedagogy related publications.

Open Access and Article Processing Charges with Special Reference to Indian Institutions: Analyzing Fee Waivers, Discounts, and Transformative Agreements

2025-07-20T16:11:47+00:00

The shift from traditional subscription-based publishing to Open Access (OA) has transformed scholarly communication by providing unrestricted access to research outputs, fostering global knowledge exchange. However, the rise of Article Processing Charges (APCs) levied by publishers to cover operational costs in the OA model poses significant challenges, particularly for researchers from lower-middle-income countries like India. This study investigates the interplay between OA and APCs, focusing on the Indian academic and research landscape. It evaluates the effectiveness of mechanisms such as fee waivers, discounts, and transformative agreements in alleviating the financial burden of APCs and enabling equitable access to OA publishing. This research aims to examine current trends in OA adoption in India, identify barriers to participation in APC-based publishing, and propose solutions for Indian researchers to increase access to OA. This study incorporates an approach which is a combination of exhaustive literature review, global and national OA policies analysis, and case studies from Indian institutions that have successfully negotiated agreements with publishers. Key findings highlight the disparities in APC costs across disciplines and publishers, with fees ranging from $8 to USD 5,000. While fee waivers and discounts are available, their effectiveness is limited by cumbersome application processes and a lack of awareness among eligible researchers. Transformative agreements, wherein institutions negotiate lump-sum payments to cover subscription and OA publishing costs, emerge as a promising solution but remain in their infancy in India. The study also underscores the role of government and institutional policies in promoting OA publishing. Initiatives like the "One Nation One Subscription" (ONOS) policy and developing a national Green OA repository represent positive steps. However, significant gaps remain in addressing funding challenges and ensuring the widespread adoption of OA practices. Case studies of Indian institutions, such as the Indian Institute of Science (IISc) and the Institute of Plasma Research (IPR), demonstrate the potential of negotiated agreements to reduce APC costs and increase OA publications. However, these agreements often have limited scope and require greater coordination between institutions, publishers, and policymakers. The study concludes that while OA presents significant opportunities for democratizing access to knowledge, the financial burden of APCs remains a critical barrier for Indian researchers. A multifaceted approach is essential to address these challenges, including developing a comprehensive national OA policy, increased institutional support for APC funding, wider adoption of transformative agreements, and enhanced awareness of alternative OA models such as Diamond and Platinum OA. By implementing these strategies, India can strengthen its position in the global OA landscape, ensuring its researchers have equitable access to publish and disseminate their work. This research contributes to the on-going discourse on OA publishing, offering actionable insights for policymakers, institutions, and researchers striving to create a more inclusive and sustainable academic publishing ecosystem.

South Africa’s Highly Cited Research on Medicinal Plants: A Scientometric Exploration of Impact and Innovation

2025-08-29T07:05:25+00:00

Background and Aim: This bibliometric study investigated High-impact Publications (HCPs) in South Africa’s Medicinal Plants research from 2021 to 2025. The primary aim is to map the scholarly landscape by identifying influential works, key authors, institutions, and emerging trends in the literature, highlighting medicinal plants. Materials and Methods: This bibliometric analysis, a systematic search was extracted on Elsevier’s Scopus database, on 13, March 2025, to retrieve relevant data from 2021 to 2025. A total of 5,386 publication records were related to research on medicinal plants in Africa. These publications were sorted by the citations they received since their publication. Out of 5386 publications by Africa, only 62 publications were found to have received 100 to 2034 citations per paper. These 62 publications are presumed as HCs for this study. The data so collected was documented, tabulated, and analyzed using Microsoft Excel. VOSviewer and R Studio software were utilized for network visualization. Results: These publications were sorted by the citations they received since their publication. Out of 5386 publications by Africa, only 62 publications were found to have received 100 to 2034 citations per paper. These 62 publications are presumed as HCs for this study. This study reveals that high-impact publications, extensive international collaboration, and a strong preference for review articles characterize South African research on medicinal plants. Conclusion: This research provides a comprehensive overview of influential works and their contributions to the understanding of medicinal plants. It establishes a foundation for future study and underscores the critical need for ongoing investigation in this area to improve patient management and outcomes.

An Evaluation of Global Publications of Geothermal Energy Research: A Bibliometric Review

2025-06-11T17:31:40+00:00

The study examines global “Geothermal Energy” research on a set of quantitative and qualitative metrics to understand the status of research in the subject at a global level. The study analysis is based on publication data on the subject, comprising a total of 492 publications as indexed in the Web of Science database covering the period 2014-2024. The study provides a window of annual scientific production, the most productive authors, journals, keywords, trends, hot topics, organizations, countries, thematic and conceptual country collaboration maps, and highly cited references in the context of collaborative research. The study finds that the number of publications in this field has increased steadily, with the most significant growth occurring in the past decade. Dincer I, is the most proactive author, with an h-index of 5 and 261 citations. The most frequently used keywords in “energy” are 73 (7%), followed by “performance” at 69 (6%). The most productive trends in the hotspot “fluid” and “geochemistry” and constraints” are, respectively, term frequency. The top journals in this field include Energies (58), Citescore (6.2), and impact factor (3.0). China has leading organizations in the field of geothermal energy research. This study has evaluated the growth and impact of geothermal energy research across the globe from 2014 to 2024. The study also helps the researchers and relevant stakeholders with a starting point to further maximize research and research networks in critical and advanced areas of research in the field of geothermal energy research.

Use of Reference Management Software by Faculty and Research Scholars at IIT Gandhinagar: An Exploratory Study

2025-07-16T07:41:32+00:00

This study investigates the adoption and utilization patterns of Reference Management Software (RMS) among research scholars and faculty at the Indian Institute of Technology (IIT) Gandhinagar. Through comprehensive surveys conducted across various departments, the research identifies key trends in software preference, the extent of usage, and the challenges encountered in managing bibliographic references. The findings reveal that while RMS tools like Mendeley and Zotero are widely recognized, actual usage varies significantly between faculty and research scholars. The study also examines the role of library services in supporting RMS adoption, highlighting the need for enhanced institutional support to optimize research workflows. The insights gathered provide valuable recommendations for improving the effectiveness of research support services in academic institutions.

Book Dedication Pattern in Nursing and Allied Health Care Sciences: A Bibliometric Study

2025-02-05T10:14:06+00:00

This study is based on an analysis of 232 dedication pages, encompassing 581 dedicatees, which were collected by consulting 800 books in nursing and allied health care sciences between 2000 and 2024. This paper tries to set out a quantitative analysis of dedication pages with dedicatees of nursing books through a bibliometric study, and find out types of dedicatees, year wise dedication pattern, trend of dedication, top ranked dedicatees’ relationship designators, chronological distribution of dedications, etc. Parents are often at the top of dedication lists, followed by students, loved ones, children, teachers, spouses, family members, fathers, sons, grandchildren, mothers, nursing professionals, daughters, wives, and others. Some books are also dedicated to former co-authors and publishers also. Additionally, some authors dedicate their books to members of their in-law families, deities, spiritual figures, Mother Teresa, inspirational institutional leaders and managers, readers, or even cherished objects like a beloved doll. Dedications also extend to the nursing profession and clinical professionals, including doctors, nurses, and collaborative peers in human resources including Mother of nursing. They are often devoted to patients, recognizing the tireless efforts of clinical and nursing professionals who spend countless hours caring for them.

#Metoo Movement Trending in Research Work: A Scientometric Analysis, 2018-2023

2025-07-16T08:10:22+00:00

The #MeToo movement creates history in social media, it became the third most influential social media campaign of 2017. This article presents #MeToo research trends in an analysis of publication productivity, authorship, geography and we use PlumX metric to observed trends in highly cited publications in virual media. It has been found that over the past six years, #MeToo research has produced 1,725 publications and received 9,744 citations. The most works (348) were published in 2020, while the most cited works (2900) were in 2019. The highest number of articles will be published during the COVID-19 period (2020-2022). Publication results over the past six years tend to change logistically over time. The United States of America (USA) reported the highest number of #MeToo inquiries during this period. In the United States of America, 817 publications with 4795 citations were recruited. In the Asian subcontinent, India had a maximum of 67 publications and 296 citations, although India's activity rate was below average. According to PlumX Metrics, the top 10 most cited publications are readers and some of these publications are trending on social media platforms. So, we conclude that #MeToo movement in social media trending topic now become a serious research topic in the last six years.

Role of Artificial Intelligence in Distance Education: A Bibliometric Analysis of Highly Cited Research Papers (2003-2023)

2025-08-29T08:47:43+00:00

This study investigates the research trends and focused areas in highly cited literature related to "Artificial Intelligence and Distance Education" over the past two decades (2003 to 2023). Utilizing the Scopus database, a search strategy involving relevant keywords identified 774 articles, from which the top 100 most-cited papers were selected, each having 100 or more citations. Analyzing these papers revealed that they collectively received a substantial number of citations and were authored by 439 researchers from 227 organizations across 43 countries. The findings highlight this field's significant external funding (50%) and international collaboration (37%). The United States, China, and the United Kingdom were the leading contributors, while Hong Kong, the UK, and India garnered higher citation impacts. The top-producing institutions included Nanyang Technological University and the University of Birmingham, with notable contributions from several impactful authors. Key journals such as Computers and Education and IEEE Access showcased the highest publication volumes and citation impacts. This study presents insights into global research trends, influential works, and performance metrics of organizations and authors, offering a comprehensive overview of the evolving landscape in AI and distance education research.

Lured by Likes: Evaluating the Online Visibility of Predatory Journals through Altmetric Indicators

2025-07-20T05:23:40+00:00

The purpose of this study is to evaluate the influence of questionable journals on social media. Now defunct and severely western-biased Beall’s list was used to identify predatory journals mostly from the non-western countries, and Altmetric Explorer was used to extract the social media attention. The results showed that Beall’s list had 1,310 predatory journals as of March 2025, and 7,873 articles from 77 deceptive journals garnered web attention from various social media platforms, with a total Altmetric Attention Score (AAS) of 37,427. The low intake of predatory articles on social media can be considered as a parameter in identifying the deceptive journals. Predatory journals were present on 18 different platforms, with a higher presence on Mendeley, accounting for 234467 (88.13%) mentions, and Twitter, with 20949 (7.87%) mentions. The articles from the journal "Aging" received the highest social attention, with 54,748 mentions for its 4,720 articles. The geographical results showed that web discussions about the questionable articles were predominantly from English-speaking countries, including the United States, the United Kingdom, and Canada. Finally, the study reported a significant, weak positive correlation between Dimensions citation (DC) and altmetric attention score, with a correlation coefficient value of 0.23 (rho = 0.23, p ≤ 0.001) for the articles. The present study offers valuable insights for the entire research community on utilising altmetrics as a reliable indicator for identifying predatory journals.

Trajectory of Research Retractions by Indian Scholars: Trends, Causes and Ethical Imperatives

2025-07-28T05:55:54+00:00

This study explores the trajectory of academic retractions of Indian scholars considering the period 2010-2024 and assesses the reasons for restrictions, the role of publishers, and the analysis of time delay for retractions, etc. The aim is to assess the current trajectory and focus on the measures that can be taken to enhance research ethics and thereby reduce the rate of retractions in the academic environment. Data were extracted from the Retraction Watch database and focused on 2853 retracted papers by Indian scholars. This study analyzed the growing trajectory, causes, and engagement of publishers and journals. Also, journal characteristics such as impact factor, quartile, indexing status, were also identified, along with retraction time delays and patterns. The study indicates an increase in academic retractions with 57.55% of papers between 2021-2024. This trajectory shows the increasing requirement for research integrity mechanisms. The main reasons for retractions are fake peer review (1007 papers), plagiarism (880), and data manipulation/falsification (746), which shows areas that can be targeted for improving the effectiveness of peer review and data validation in research outputs. The study also highlights that the eight major publishers, including Springer, Elsevier, and Taylor and Francis, have accounted for 73.78% of the retractions. When looking at the retraction time, the majority (86.29%) was done within five years of publication and 38.27% within the first year. Moreover, research articles (67.40%) were found to be the most common type of retraction. This study presents a quantitative analysis of academic retractions by Indian scholars to examine the trajectory in misconduct, the role of publishers, and the characteristics of journals involved in the retractions. Based on the causes of retractions, the study offers suggestions on how to reduce the incidence of retractions to enhance India’s academic standing in the global arena.

Gender Inequality in Scientometric Research: A Case Study of Scientometrics Journal

2025-07-28T05:53:21+00:00

This study examines gender inequalities in research productivity and citation impact among first authors in Scientometrics journal from 2020 to 2024. It examines the representation of male and female first authors, their research output, and citation patterns, shedding light on persistent gender gaps in scientometric research. A bibliometric analysis was conducted using data from the Scopus database, encompassing 1734 articles and review papers published in Scientometrics journal. The gender of first authors was identified using the Namsor platform. Research productivity, citation counts, and single-authored contributions were analyzed to assess gender-based trends. Male authors dominated research productivity as first authors (64.01%) compared to female authors (35.99%). Similarly, 71% of single authored publications were observed by male researchers. Analysis of citations also shown the discrepancies like male first authors acknowledged 69% of total citations while 31% of share by female first authors. Apart from that, 75% of citations were noticed by male single authors compare to female single authors with 25% only. These trends reveal the underrepresentation of female participation in research productivity and citation impact. The study assesses the contribution and active involvement of female authorship in research productivity and impact compare to male counterpart considering the reputed journal indexed in Scopus with Citescore 7.2. The observations and findings would be valuable and perceptive for the researchers involved in scientometric studies.