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Scientometric analysis

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Scientometric analysis is the quantitative study of scientific literature and research performance, utilizing statistical methods to assess publication patterns, citation impact, and the development of scientific fields. It aims to evaluate the productivity and influence of researchers, institutions, and countries within the scientific community.
lightbulbAbout this topic
Scientometric analysis is the quantitative study of scientific literature and research performance, utilizing statistical methods to assess publication patterns, citation impact, and the development of scientific fields. It aims to evaluate the productivity and influence of researchers, institutions, and countries within the scientific community.

Key research themes

1. How can scientometric indicators more accurately assess individual scientific productivity and career impact?

This research area focuses on improving the measurement of scientific productivity and impact at the individual researcher level, addressing challenges such as career length differences, disciplinary variations, and productivity normalization. Accurate assessment of individual contributions is critical for research evaluation, funding decisions, and career development in science policy and management.

Key finding: Proposes a standardized set of scientometric indicators including newly developed quartile and country indices, highlighting that common indicators (publication count, citations, h-index) alone inadequately portray scientific... Read more
Key finding: Developed an age- and discipline-normalized evaluation framework for researcher output using 17,072 Hungarian researchers' publication and citation data. Demonstrated that metrics like h-index and citation counts must be... Read more
Key finding: Critically evaluates widely used scientometric indicators like the mean normalized citation score (MNCS) for neglecting productivity (input) data, arguing that productivity-adjusted metrics such as fractional scientific... Read more
Key finding: Presents a comprehensive scientometric analysis of 15,746 publications by Indian scientists over a decade, identifying research productivity trends, citation impact, and top-performing authors with metrics such as h-index,... Read more

2. How do network-based methods and hierarchical classification taxonomies enhance the representation and analysis of scientometric data?

This theme explores the use of network science and dynamic, hierarchical classification systems to model, analyze, and interpret scientometric data. Networks represent relationships such as citations and co-authorships, enabling advanced algorithmic analyses. Hierarchical taxonomies classify scientific fields with fine granularity, supporting scalable and up-to-date mapping of research landscapes, critical for effective literature management, evaluation, and understanding scientific evolution.

Key finding: Argues that networks serve as the fundamental infrastructure of scientometrics by representing entities (papers, authors) and their relations (citations, co-authorships) as mathematical graphs. The paper discusses the... Read more
Key finding: Proposes SCINOBO, an AI/ML-based hierarchical Field-of-Science (FOS) taxonomy extending traditional three-level taxonomies to six levels using community detection and topic modeling. This system dynamically classifies... Read more
Key finding: Introduces a web-based Shiny application that constructs citation networks from Scopus data to generate a 'Tree of Science' visualization, segmenting literature into seminal (roots), structural (trunk), and current (leaves)... Read more

3. What are the methodological and thematic trends identified through scientometric analyses across specific research fields?

This theme encompasses the application of scientometric methods to analyze publication patterns, collaboration networks, intellectual structure, and emerging topics within specific disciplines or national scientific outputs. Such analyses help reveal field-specific dynamics, research productivity, thematic evolution, and collaboration structures, offering insights for strategic planning and knowledge management.

Key finding: Conducted a bibliometric analysis of 905 stylometry publications (1968-2021) revealing strong recent growth, with the USA, Poland, and UK as major contributors. Science mapping identified evolving thematic foci including... Read more
Key finding: Used artificial neural networks and self-organizing maps to visualize Mexico's scientific production across 22 fields and 151 subfields, integrating productivity, impact, and Altmetric measures from Dimensions database. The... Read more
Key finding: Analyzed 155 Scopus records to identify key authors, collaboration patterns, and research trends in architectural flood resilience for housing. The study underscored dominance of developed countries in research outputs and... Read more
Key finding: Utilized Web of Science data and scientometric tools like VOSviewer and Bibexcel to analyze 10 years of NCCS scientists' publication outputs, collaboration patterns, and authorship. Results revealed institutional... Read more

All papers in Scientometric analysis

L'intérêt pour les notions de connaissances ou de savoirs actionnables, d'"actionnabilité" des savoirs, d'appropriation des connaissances actionnables, a connu une accélération au cours des dernières années dans... more
Résumé L'intérêt pour les notions de connaissances ou de savoirs actionnables, d'"actionnabilité" des savoirs, d'appropriation des connaissances actionnables, a connu une accélération au cours des dernières années... more
In the paper the implementation of the newly established methodological scheme for scientometric and bibliometric analysis of scientific periodicals is presented. This methodology is applied to the Arheologia journal, the leading... more
Scientific journals are currently the primary medium used by researchers to report their research findings. The transformation of print journals into e-journals during the last two decades has not only simplified the process of... more
Little is known as to whether there may be any pathogenetic link between pulmonary carcinoids and neuroendocrine carcinomas. An eight-gene signature with copy number variations (CNVs) in neuroendocrine neoplasms (NENs), namely MEN1, MYC,... more
The paper explores the research impact and collaboration of Central Agricultural University (CAU) and Manipur University (MU), India, between 2013 and 2022. A bibliometric analysis of 1,932 publications and 23,519 citations extracted from... more
[For English abstract scroll down] Idén ünnepli tízéves évfordulóját a  Magánbiztonsági és  ÖnkormányzatiRendészeti Tanszék (MÖRT). Ez alatt az idő alatt jelentős fejlődésen mentát a magyar rendészettudomány és a tanszéknek otthont adó... more
The field of quantum dots has grown significantly in recent years. A quantitative and comprehensive analysis of this research domain is essential for understanding current trends and future directions. Given the progress made so far, this... more
The present study explores the characteristics of the literature and growth of Meteorology and Atmospheric Science (MAS) research in India during 1960-2014, based on Web of Science (WoS) database and make quantitative and qualitative... more
The purpose of this study is to assess the current state of published output on ‘Solar Physics’ in India. In this context, a scientometric study was conducted to evaluate Solar Physics research during the period 1960-2014 from different... more
Using scientometric analysis, this paper examines studies on risk factors in build-operate-transfer (BOT) projects related to student housing infrastructure from 1994 to 2024. Bibliometric data was obtained from Scopus and Dimensions AI,... more
espanolEste trabajo expone un analisis cienciometrico cuyo objetivo fue analizar la produccion chilena en TIC en la formacion inicial docente en los ultimos diez anos. El enfoque de investigacion es cuantitativo, y se caracteriza por ser... more
This study historically analyzes the scientific output of Mathematics to describe its structure, notions and scientific origin using the historiographical method. The research data consisted of scientific outputs of Mathematics in ISI... more
This study historically analyzes the scientific output of Mathematics to describe its structure, notions and scientific origin using the historiographical method. The research data consisted of scientific outputs of Mathematics in ISI... more
The aim of the study is to assess the scientific productivity of Indian Scientists over a period of ten years from 2013 to 2022 by examining their publications covered in the Web of Science (WoS) database. A total of 15,746 contributions... more
This paper aims to evaluate the quantitative growth and development of research productivity of National Institute of Science Education and Research (NISER), Bhubaneswar in terms of publications as reflected in Scopus database. This study... more
This paper's main objective is to perform a scientometric study on the National Institute of Technology, Rourkela, research publications, as reflected in the Scopus Database. The study evaluated the quantitative growth, author and... more
This paper's main objective is to perform a scientometric study on the National Institute of Technology, Rourkela, research publications, as reflected in the Scopus Database. The study evaluated the quantitative growth, author and... more
Background This article describes the research trends in sperm DNA fragmentation (SDF) over the past 20 years (1999–2018) using a scientometric approach. Methods A stepwise approach was adopted to retrieve scientometric data (articles per... more
Objectives: This study aimed at identifying and visualizing the scientometric indicators of top ten highly productive journals publishing documents on topics related to COVID-19. Methods: on April 4, 2021, using 36 COVID-19 keywords... more
In this study, a scientometric analysis of the biotechnology research output of India during 2008-2017 was performed based on the information available in the SCOPUS database. This study analyses the research output of India in... more
Scientometric review of trends and key points of technological forecasting related to the energy sector is carried out in this study. Using co-keyword, co-citation techniques to analyze a set of research and review articles indexed in the... more
Aim. The first issue of Nursing in the 21st Century was published in 2002. The journal is dedicated to provide information on innovations in nursing, midwifery, as well as other health sciences. It includes peer-reviewed meta-analyses and... more
The paper visualized on the research trends in the literature of knowledge Organization and Management which reflected in SCOPUS database by the quantitative analysis. This study analysis the literature growth rate by relative Growth... more
We evaluate whether society can adequately be conceptualized as a component of social-ecological systems, given social theory and the current outputs of systems-based research. A mounting critique from the social sciences posits that... more
College and Research Libraries News (C&RL News) is an editorially reviewed publication that publishes news, case studies and other non-research material. The articles in the News do not go through peer review and are meet different... more
Background This article describes the research trends in sperm DNA fragmentation (SDF) over the past 20 years (1999–2018) using a scientometric approach. Methods A stepwise approach was adopted to retrieve scientometric data (articles per... more
Background In recent decades, advances in information technology have given new momentum to telemedicine research. These advances in telemedicine range from individual to population levels, allowing the exchange of patient information for... more
Climate change has affected lives of all human beings around the globe making it a growing area of research concern among scientists worldwide. Researchers have used bibliometrics to analyse research productivity and the impact of climate... more
Climate change has affected lives of all human beings around the globe making it a growing area of research concern among scientists worldwide. Researchers have used bibliometrics to analyse research productivity and the impact of climate... more
This article analyses the special publications from 1999 to 2021, focusing on the scope and effect of digital humanities relevance research. The bibliometric analysis offers information on article publishing patterns, notable authors,... more
Nuclear law refers to the legal framework that governs the development, regulation, and use of nuclear energy and technology. The gap that this study seeks to fill concerns the use of the scientometric method, based on an information... more
The purpose of this study was to investigate the research process on the concept of knowledge management using the method of analysis and mapping of scientometrics to show the dispersion of countries, universities, journals, research... more
The study identified the research performance of different government institutes namely,
The onset of the Covid-19 pandemic necessitated that higher education institutions go online and utilize a HyFlex instruction model. The current study used a scientometric approach to evaluate the current status of HyFlex, as well as a... more
This is a baseline study of researchers' awareness, access and use of locally published academic journals. Specifically the study addressed the following research questions: to what extent researchers in Tanzanian public universities... more
JANUARY 2021 PRACTICAL NEUROLOGY 73 In the US, the Health Information Technology for Economic and Clinical Health (HITECH) Act in 2009 stimulated the adoption of electronic health records (EHRs) and promoted health information technology... more
The study was conducted to understand the documents available on data management in libraries between 2003-2022 as indexed by Scopus. The bibliographic facts and literature were gathered from Scopus database (https://scopus.com). All the... more
India is now one of the major knowledge producers in the world, ranking among the top five countries in total research output. The institutional setup for research and development (R&D) in the country comprises a diverse set, including... more
Application of Information and Communication Technology (ICT) is of paramount importance in modern-day libraries and information centres. ICT helps in capturing, processing, storing, and communicating information. No library can still... more
Big data contain a vast amount of information which is valuable for researchers and decision-makers both in normal and crisis situations. This bibliometric study aims to present the progress, theoretical foundations, and intellectual... more
Scientific activity has become increasingly complex in recent years. The need for international research collaboration has thus become a common pattern in science. In this current landscape, countries face the problem of maintaining their... more
The Covid-19 pandemic is causing a set of disruptions, especially at the delivery of healthcare services. The pandemic has shown subsidiary health effects like, chronic care, mental health, surgeries, and deadlock in the other diseases’... more
Background In recent decades, advances in information technology have given new momentum to telemedicine research. These advances in telemedicine range from individual to population levels, allowing the exchange of patient information for... more
BACKGROUND The COVID-19 pandemic is straining health systems and disrupting the delivery of healthcare services, in particular for the elderly and those with chronic conditions, who are particularly vulnerable to COVID-19 infection.... more
The term "growth" means an increase in size, and the term "literature" denotes the subset of periodicals published on a given topic. In the context of science, the term 'growth' indicates an increase in the quantity of scientific... more
By applying advanced health information technology to the health care field, health informatization helps optimize health resource allocation, improve health care services, and realize universal health coverage. COVID-19 has tested the... more
The purpose of this paper is to investigate the extent of LIS (Library and Information Science) literature referring to and being referred by patents in the form of scholarly citations they attribute and/or receive. The analysis of the... more
Study of existing literature on e-learning trend is a must in order to define the path for new research in the field. The objective of this study is to find the full range of scientific literature published since the emergence of the... more
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