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Full-Text Articles in Social and Behavioral Sciences

Bibliotherapy: An Expanded Role For Libraries And Librarians, Loretta Odiri Daniel (Cln) Nov 2023

Bibliotherapy: An Expanded Role For Libraries And Librarians, Loretta Odiri Daniel (Cln)

Library Philosophy and Practice (e-journal)

A deep research into the concept of bibliotherapy revealed that it has been existence for a long time and rooted in ancient librarianship. However, the concept has moved from libraries to other corporations and organizations. This paper looks at the expanded role for libraries and librarians in bibliotherapy. Firstly, it discusses bibliotherapy or the combination of literature and healing which is designed to bring healings to library users through their interactions between relevant literature and their personalities as well as the etymology of the concept. Secondly, it expedites the types of bibliotherapy; relationship between bibliotherapy and library science; types of …


Bio-Bibliometric Analysis Of Research Output Of Prof. K.R.Venugopal, Shivaraja O Oct 2023

Bio-Bibliometric Analysis Of Research Output Of Prof. K.R.Venugopal, Shivaraja O

Library Philosophy and Practice (e-journal)

The present study uses bio-bibliometrics to examine the contributions made by Prof. K.R. Venugopal, the Vice-Chancellor of Bangalore University. He was the Principal of the University Visvesvaraya College of Engineering (UVCE) for 15 years and Chairman of the Department of Electronics and Communications, Computer Science Engineering, and Information Science Engineering at UVCE. He has an illustrious, distinguished, and brilliant academic career with eleven degrees, including two Ph.Ds. He was a post-doctoral research scholar and visiting professor at the University of Southern California, USA. It is essential to study his contributions to understand the magnitudes and contributions in a particular domain. …


Research Trends On Archivists In Scopus-Indexed Journals, Dwi Ridho Aulianto, Slamet Riyadi, Melinda Sinaga, Euis Komalasari, Dendang Hermansyah, Maya Maulintuti Oct 2023

Research Trends On Archivists In Scopus-Indexed Journals, Dwi Ridho Aulianto, Slamet Riyadi, Melinda Sinaga, Euis Komalasari, Dendang Hermansyah, Maya Maulintuti

Library Philosophy and Practice (e-journal)

This research aims to determine research trends regarding archivists in Scopus-indexed journals. The research method used is bibliometric analysis, with data collection from the Scopus database, carried out on September 8, 2023, using the keyword "Archivist" from 2013 to 2022 and specifically for final publications with journal type. Data is processed and analyzed using Publish or Perish (PoP) and VOSviewer to display visualization results. The research results concluded that the number of publications regarding archivists in the last ten years was 1241 documents. American Archivist became the most dominant publication source by publishing 94 documents. Poole was the most prolific …


Post-Publication Analysis Of Digital Culture And Education Journal (Dcej) From 2009 To 2018, Seno Essien Antia-Obong Sep 2023

Post-Publication Analysis Of Digital Culture And Education Journal (Dcej) From 2009 To 2018, Seno Essien Antia-Obong

Library Philosophy and Practice (e-journal)

This study analysed the trends and patterns of articles published in Digital Culture and Education Journal (DCEJ) from 2009 to 2018 covering a period of 10 years. Five bibliometric measures were used for the analysis: Year-wise productivity of articles; authorship pattern of articles; core authorship; degree of author collaboration; Institution and country affiliation of authors in DCEJ. The results revealed that a total of 108 articles were published and the year 2014 (Vol. 6) had the highest number of articles with 26 (24.07%). The most prolific authors was Fabian Schäfer with three (3) articles. Single authorships were the most …


Professor Dr. Rubina Bhatti, Leader In Library And Information Science Research In The South Punjab, Pakistan: Bio-Bibliometric Analysis Utilizing The Scopus Database, Ikram Ul Haq, Rani Shaista Kanwal, Hussain Ahmad Sohrani, Manzoor Hussain Apr 2023

Professor Dr. Rubina Bhatti, Leader In Library And Information Science Research In The South Punjab, Pakistan: Bio-Bibliometric Analysis Utilizing The Scopus Database, Ikram Ul Haq, Rani Shaista Kanwal, Hussain Ahmad Sohrani, Manzoor Hussain

Library Philosophy and Practice (e-journal)

The current study aims to evaluate the Scopus-indexed publications of Professor Dr. Rubina Bhatti, Dean, Faculty of Social Sciences and Chairperson, Department of Library and Information Sciences (LIS) at Islamia University of Bahawalpur (IUB), Pakistan. She obtained her Master’s degree in LIS in 1991 from IUB, later she joined IUB as a Lecturer in the Department of LIS in 1993. She completed her Ph.D. at The University of Manchester, United Kingdom in 2003. She is the most productive LIS author belonging to the Southern part of Punjab province in Pakistan. The data of this study was retrieved from the Scopus …


Evolution Of Research On Prison Library: A Bibliometric Study, Andreu Sulé, Jordi Ardanuy Jan 2023

Evolution Of Research On Prison Library: A Bibliometric Study, Andreu Sulé, Jordi Ardanuy

Library Philosophy and Practice (e-journal)

The primary objective of the article is to present the historical evolution and current state of research in the field of prison libraries: what has been published, when, where, how and by whom it was published, the topic covered, etc. The study is based on the results obtained from the bibliographic databases LISA (ProQuest) and LISTA (EBSCO Publishing) up to early 2023. Entries were manually checked for irrelevant publications, and filters and specific tools, such as OpenRefine, followed by a final manual check, were used to remove duplicate entries. The same mechanisms were used for detecting duplicated entries regarding author, …


Research Productivity Of College And Research Library Journal: A Bibliometric Study, Ofoedu Nkiruka Angela, Cynthia Okey-Okafor Nov 2022

Research Productivity Of College And Research Library Journal: A Bibliometric Study, Ofoedu Nkiruka Angela, Cynthia Okey-Okafor

Library Philosophy and Practice (e-journal)

The study analyses research productivity of College and Research Library Journal from 2012 to 2021 using bibliometric method. The journal published 808 research papers within the period. The published papers were analysed to determine, the type of document published, chronological distribution of published documents, authorship pattern, most productive articles and the subject coverage of published articles. The result of the study revealed that the types of documents published in C&RL include articles, book reviews, editorial materials, errata and letters. Articles and book reviews were highly published. There was a gradual and unsteady rise in publication within the period with 31.19% …


Research Performance Of Ifla Journals Based On Scopus Database, Akhilesh Kumar Varma Dr., Shudhanshu Soni Mr., Japesh Singh Mr., Neha Verma Dr. Aug 2022

Research Performance Of Ifla Journals Based On Scopus Database, Akhilesh Kumar Varma Dr., Shudhanshu Soni Mr., Japesh Singh Mr., Neha Verma Dr.

Library Philosophy and Practice (e-journal)

This study examined the performance of selected IFLA journals for 22 years between 2001 to 2021. The methodology used in this study includes Annual Growth Rate (AGR), Relative Growth Rate (RGR), and Doubling Time (Dt), as well as countries and institutions. With the highest productivity and distribution of publications per year, used to evaluate research productivity. To obtain the information required for this study, the Scopus database was consulted. During the research period, 813 publications were retrieved. Based on the study, the most articles were published in 2021, 84 (10.33%), and the lowest number was 25 (3.07%) in 2018. Due …


How And Why Do Judges Cite Academics? Evidence From The Singapore High Court, Jerrold Soh, Yihan Goh Jul 2022

How And Why Do Judges Cite Academics? Evidence From The Singapore High Court, Jerrold Soh, Yihan Goh

Research Collection Yong Pung How School Of Law

Legal academics were once thought to be parasitic on the work of judges, so much so that citing academic work was said to weaken a judgment’s authority. Recent times have however seen prominent academics appointed to the highest courts, and judicial engagement with academic materials appears to have increased. In this light, this article empirically studies academic citation practices in the Singapore High Court. Using a dataset of 2,772 High Court judgments, we show that citation counts have indeed increased over time, even in this first-instance court. This increase was distributed across most legal areas, and was not limited to, …


A Citation Analysis Of Scholarly Communications Of Universities In Karnataka, Kodandarama ., Chandrashekara M May 2022

A Citation Analysis Of Scholarly Communications Of Universities In Karnataka, Kodandarama ., Chandrashekara M

Library Philosophy and Practice (e-journal)

Purpose-The study aims to analyse the resources used in the citations of 571 research publications of University of Mysore and Karnatak University in the field of physics and prepares the list of core journal, leading publishers and prolific authors. For any research and academic institutional libraries, books and journals are considered as key resources. As the resources are more and diverse, collection building is a tough task for librarians. Citation analysis is one of the best methods to list the most used resources by the users. The paper highlights the extent of use of different sources in the research …


A Scientometric Studies On Library And Information Science In India As Reflected In Digital Databases: A Review Using R, Ravindranath Wodeyar, K R. Mulla Jan 2022

A Scientometric Studies On Library And Information Science In India As Reflected In Digital Databases: A Review Using R, Ravindranath Wodeyar, K R. Mulla

Library Philosophy and Practice (e-journal)

The scientometric research productivity and scholarly communication on library and information science papers indexed in the Web of Science and Scopus database from 2002 to 2021 are explored in this article.The main focus of scientometric research in the field of library science was on the range of research production over time.This paper presents a scientometric analysis to know the academic overview of LIS in India in terms of annual growth of publications, most prominent authors, most preferred journals, country and Institute collaboration etc.


Barriers For Library And Information Science Researchers From Developing Countries: What The “Library Philosophy And Practice Phenomenon” Tells Us, Brady Lund Oct 2021

Barriers For Library And Information Science Researchers From Developing Countries: What The “Library Philosophy And Practice Phenomenon” Tells Us, Brady Lund

Library Philosophy and Practice (e-journal)

This short commentary introduces and discusses the “Library Philosophy and Practice (LPP) Phenomenon,” wherein a scholarly journal published in a developed country has an extremely large number of authors from developing countries, relative to the typical journal. Elements of journals that fit the LPP phenomenon are discussed, as well as what this phenomenon says about barriers to scholarly publishing for researchers from developing nations. Implications for journals that lack diverse authorship from developing nations are listed. This phenomenon may be studied in other disciplines to further illuminate divides in the scholarly realm.


Taliban: A Bibliometric Investigation, Javid Ahmad Dar, Ufaira Yaseen Shah, Fayaz Ahmad Loan, Aadil Bashir, Manzoor Hussain Sep 2021

Taliban: A Bibliometric Investigation, Javid Ahmad Dar, Ufaira Yaseen Shah, Fayaz Ahmad Loan, Aadil Bashir, Manzoor Hussain

Library Philosophy and Practice (e-journal)

The primary objective of this study is to identify the global research output on Taliban during the period of 25 years spanning from 1996-2020. Specific objectives are to analyze the distribution of literature, publication trends, authorship patterns, institutional productivity, collaboration networks, and prolific funding agencies. The data was harvested from the Web of Science Core Collection. A total of 614 records were retrieved on Taliban having 4416 total citations. The highest output was recorded in 2002, with a share of 7.83% of overall literature. The citation pattern depicted a fluctuating, the highest share being received in the year 2002 (14.47%), …


Exploiting Semantic Similarity Between Citation Contexts For Direct Citation Weighting And Residual Citation, Toluwase Victor Asubiaro Aug 2021

Exploiting Semantic Similarity Between Citation Contexts For Direct Citation Weighting And Residual Citation, Toluwase Victor Asubiaro

Electronic Thesis and Dissertation Repository

This study used the semantic similarity between citation contexts to develop one scheme for weighting direct citations, and another scheme for allocating residual citations to a publication from its nth citation generation level publication. A relationship between the new direct citation weighting scheme and each of five existing schemes was investigated while the new residual citation scheme was compared with the cascading citation scheme. Two datasets from biomedical publications were used for this study, one each for the direct and residual citation weighting aspects of the study. The sample for the direct citation aspect contained 100 publications that received 7317 …


Top 100 Cited Publications In Physics Education In The Last Thirty Years: A Bibliometric Analysis, Nadi Suprapto, Binar K. Prahani, Utama A. Deta Aug 2021

Top 100 Cited Publications In Physics Education In The Last Thirty Years: A Bibliometric Analysis, Nadi Suprapto, Binar K. Prahani, Utama A. Deta

Library Philosophy and Practice (e-journal)

The present study's focus is to analyze the top 100 cited papers (classic papers) in the field of physics education in the last thirty years. The study is aimed to provide insight into the citation pattern, authorship pattern, year, journals, countries of these classic papers with the help of bibliometric analysis. The data for the study was extracted from the Scopus database. The study indicated that among these top 100 papers maximum were in the form of research articles. The majority of these top-cited papers were published during the five years from 2012 to 2016. The average citation per paper …


Scientometric Analysis Of Indian Journal Of Traditional Knowledge (Ijtk), 2014-2020, Dr. Santosh Gupta, Rakesh Kumar Sahu Aug 2021

Scientometric Analysis Of Indian Journal Of Traditional Knowledge (Ijtk), 2014-2020, Dr. Santosh Gupta, Rakesh Kumar Sahu

Library Philosophy and Practice (e-journal)

Traditional knowledge (TK) is indigenous knowledge, innovation, and practices developed, preserved, and passed down from one generation to other within a community, typically as a part of the community's cultural or spiritual identity. Traditional knowledge in its broadest sense encompassed both contents of knowledge and traditional cultural expressions, including specific signs and symbols associated with it. Scientometric is a technique and tool used to measure quantitative scientific activity and productivity of publication. This paper provides research trends in traditional knowledge through a critical scientometric analysis of 705 research articles published in 28 issues of the “Indian Journal of Traditional Knowledge …


Citation Analysis On The Articles Published In International Journal Of Digital Library Services(Ijodls) During 2015-2017, Sagarika Medhi, Mukut Sarmah Aug 2021

Citation Analysis On The Articles Published In International Journal Of Digital Library Services(Ijodls) During 2015-2017, Sagarika Medhi, Mukut Sarmah

Library Philosophy and Practice (e-journal)

Citation analysis of all the journal articles published in the International Journal of Digital Library Services (IJODLS) from 2015-2017 is carried out. 144 articles published in the journal during 3 years. The highest numbers (55) of articles are published in the year 2015. The journal contained 1915 citations from 2015-2017. The average number of citations per article is the maximum in the year 2015. The study also covers the analyses of authorship patterns in citing articles. In the authorship pattern, Single author citations are dominant than others and it is 806(42.07%). Among the citations, Journal citations were the highest 1104(57.67%). …


The Malaysian Journal Of Library & Information Science (2007-2020): A Bibliometric Study, Gyanajeet Yumnam, Ibohal Singh Ch Dr Jun 2021

The Malaysian Journal Of Library & Information Science (2007-2020): A Bibliometric Study, Gyanajeet Yumnam, Ibohal Singh Ch Dr

Library Philosophy and Practice (e-journal)

The Malaysian Journal of Library & Information Science (MJLIS) is an indexed journal of the Web of Science. Researchers from across the world are found to contribute articles and other communications to the same. It plays a crucial role in disseminating scholarly communications in the field of Library and Information Science. The present bibliometric study attempts to visualise the journal's data contents published during 2007-2020 using the bibliometrix R-package Biblioshiny tool, HistCite, and VOSviewer software. For the analysis, data has been extracted from the Web of Science Core Collection Database. Analysing the dynamics of the trends of publication pattern, …


Global Analysis Of High Cited Papers On “Impact Of Covid-19 On Mental Health” During 2020-21, Ghouse Modin Nabeesab Mamdapur Mr., Brij Mohan Gupta Dr., Sandeep Grover Dr. Jun 2021

Global Analysis Of High Cited Papers On “Impact Of Covid-19 On Mental Health” During 2020-21, Ghouse Modin Nabeesab Mamdapur Mr., Brij Mohan Gupta Dr., Sandeep Grover Dr.

Library Philosophy and Practice (e-journal)

A bibliometric analysis based on 160 highly cited papers extracted from the Scopus international database was carried out to provide insights into literature characteristics and publication performances of various participating actors on “Impact of COVID-19 on Mental Health”. Quantitative and qualitative Indicators were applied to measure the productivity and citation impact of most productive participating countries, organizations, authors, journals and significant keywords and to visualise and measure collaborative interaction among them using VOSviewer software. Results obtained from this study can provide valuable information for researchers and policy-makers to identify present and future hotspots in research on “Impact of COVID-19 on …


Indonesian Journal Of Applied Linguistics: A Bibliometric Portrait Of Ten Publication Years, Abdul Syahid Feb 2021

Indonesian Journal Of Applied Linguistics: A Bibliometric Portrait Of Ten Publication Years, Abdul Syahid

Library Philosophy and Practice (e-journal)

Bibliometric portraits of a single journal appear to be rarely taken in the field of applied linguistics. Viewed from the angles of publication, citation, and indexation, one of the journals worth a bibliometric portrait is the Indonesian Journal of Applied Linguistics. Casting local and regional concerns on the global applied linguistics, the journal has ranked among the big five Open Access Journals in the Asiatic region since its foundation in 2011. Capturing a corpus of 426 documents by 824 authors from 144 organizations through two free bibliometric tools, i.e. Publish or Perish and VOSviewer, this study portrays the journal …


Unspoken Rules Associated With Publication Success, Jamie Saragossi Feb 2021

Unspoken Rules Associated With Publication Success, Jamie Saragossi

University Libraries Research Data

Large publications, such as the New England Journal of Medicine (NEJM), wield significant influence over clinical practice across all medical specialties. To identify the initial NEJM publications’ characteristics that were associated with a future “significant author” NEJM publication. For this purpose, first, second, and senior author ranks were defined as “significant author” roles.

METHODS: From 2002 – 2019, Medline NEJM original research articles containing a structured abstract were extracted; baseline study characteristics were evaluated as potential predictors of subsequent NEJM successful publication as significant author; the variables evaluated included the index publications’ co-author count, study design (e.g., clinical trial), grant …


Covid-19 Pandemic And Its Impact On Cancer Patients: A Bibliometric Analysis Of Recent Studies, Gyanajeet Yumnam, Ibohal Singh Ch Jan 2021

Covid-19 Pandemic And Its Impact On Cancer Patients: A Bibliometric Analysis Of Recent Studies, Gyanajeet Yumnam, Ibohal Singh Ch

Library Philosophy and Practice (e-journal)

Cancer is one of the dreaded diseases for which no drugs have been invented so far for its complete cure. While the world is advancing so fast with the advancement of science and technology, at the same time, new dreaded diseases continue to emerge around the world. One such global pandemic disease currently witnessing is COVID-19. No exact medicine has been developed to control and cure this new pandemic which has a serious impact on aged persons; patients of diabetics, asthma, cancer, pneumonia, etc. Some recent and current studies conducted around the world have shown us many facts about this. …


Exploring Data Mining Research In West Africa: A Bibliometric Analysis, Oladosu O. Oladimeji, Olayanju O. Oladimeji Jan 2021

Exploring Data Mining Research In West Africa: A Bibliometric Analysis, Oladosu O. Oladimeji, Olayanju O. Oladimeji

SLIS Connecting

This research paper's main objective is to quantify and analyze the research output of data mining in West Africa, including (1) growth in publications as measured by the Relative Growth Rate (RGR) and Doubling Time (Dt), (2) productivity and quantification of research output for different institutions of the region (West Africa).


Mapping The Research Output Of Journal Of Social Sciences And Humanities (Jssh): A Bibliometric Study, Muhammad Jawwad, Muhammad Shahid Soroya Dr, Pervaiz Ahmad Dr Jan 2021

Mapping The Research Output Of Journal Of Social Sciences And Humanities (Jssh): A Bibliometric Study, Muhammad Jawwad, Muhammad Shahid Soroya Dr, Pervaiz Ahmad Dr

Library Philosophy and Practice (e-journal)

The aim of this study is to map the trends of research published in the Journal of Social Sciences and Humanities (JSSH), currently a six-monthly research journal of the Allama Iqbal Open University (AIOU, Islamabad, Pakistan) being published since 1995. AIOU is a federally chartered university publishing 22 research journals. Most of AIOU’s research journals are recognized by the Higher Education Commission (HEC) of Pakistan including JSSH.

All the bibliographic data of 378 research articles from 27 volumes and 48 issues retrieved from print copies and journal website were filtered and analyzed employing bibliometrics with MS Excel. Data analysis and …


Highly Cited Publications Index (Hcp) For Individual Evaluation: Applications In Brazilian Information Metric Studies, João Melo Maricato, Priscila Rodrigues Dos Santos Jan 2021

Highly Cited Publications Index (Hcp) For Individual Evaluation: Applications In Brazilian Information Metric Studies, João Melo Maricato, Priscila Rodrigues Dos Santos

Library Philosophy and Practice (e-journal)

The use of different bibliometric indicators to analyze the individual scientific production of researchers constantly raises questions among several authors. Based on this problem, Waltman, Van Eck and Wouters (2013) propose a methodology that values highly cited papers (high impact) over low cited papers (low impact). To this end, the authors developed a stylized Highly Cited Publications (HCP) index aiming to minimize some limitations inherent to the metrics used to evaluate scientists. The present work proposes to carry out the empirical application of the HCP index stylized by the authors to researchers in the field of Information Metrics Studies (IMS) …


School Libraries Get "Graphic": An Analysis Of Graphic Novels In The School Library Collection, Rebecca Lacoste Dec 2020

School Libraries Get "Graphic": An Analysis Of Graphic Novels In The School Library Collection, Rebecca Lacoste

SLIS Connecting

Graphic novels have been recognized by many professionals, researchers, and educators as a major factor in increasing student engagement. The purpose of this research is to analyze a middle school library's statistical data before and after the addition of graphic novels into the library collection. The study also analyzes the growth of scholarly literature related to graphic novels and school libraries. The compilation of this research should provide insight to school librarians, teachers, administrators, and researchers on the value and successes associated with the inclusion of graphic novels in the school library collection.


Bibliometric Analysis Of Biotechnology Research In Nigeria, Oladimeji Oladosu, Oladimeji Abimbola, Odejobi Bolaji Dec 2020

Bibliometric Analysis Of Biotechnology Research In Nigeria, Oladimeji Oladosu, Oladimeji Abimbola, Odejobi Bolaji

SLIS Connecting

The aim of this paper is to quantitatively analyze the volume and publication pattern of research in the field of biotechnology in Nigeria. A bibliometric analysis was carried out on documents related to biotechnology research in Nigeria published from 1988 – 2018 and indexed in SCOPUS database. The analysis results reveal an increase in biotechnology research in Nigeria since 1988, and the University of Ibadan is the most productive institution in terms of publications. The trend of biotechnology research in Nigeria portends growth in the future.


Bibliometric Analysis Of The Littcrit – An Indian Response To Literature, K G Sudhier Dr., Dhanooja M N Nov 2020

Bibliometric Analysis Of The Littcrit – An Indian Response To Literature, K G Sudhier Dr., Dhanooja M N

Library Philosophy and Practice (e-journal)

This paper presents a bibliometric study of the LITTCRITAn Indian Response to Literature journal for the period from 2011 to 2015 (five years). The purpose of the study is to give a gist of research output in the journal and the content of the coverage in it. The study showed that, out of the 263 published documents, the highest percentage was articles (83.65%). Among the 220 contributors, 56.64% were females and the remaining 102 males (46.36%). The study identified that most of the articles were single authored (94.55%) and the rest by joint authors (6.43%). The degree of …


Citation Databases For Legal Scholarship, John R. Beatty Mar 2020

Citation Databases For Legal Scholarship, John R. Beatty

Law Librarian Journal Articles

Traditional citation sources, such as Web of Science, index limited numbers of law journals. Consequently, although not designed for generating scholarship citation metrics, many law scholarship citation studies use law-specific databases like Westlaw or LexisNexis to gather citations. This article compares citation metrics derived from Web of Science and Westlaw to metrics derived from Google Scholar and HeinOnline’s citation tools. The study finds that HeinOnline and Westlaw generate higher metrics than Web of Science, and Google Scholar generates higher metrics than both. However, metrics from all four sources are highly correlated, so rankings generated from any may be very similar.


Publication Trend In Library Philosophy And Practice (E-Journal) : A Scientometric Approach, T K Gireesh Kumar, Kunwar Singh, Abhishek Ranjan, Somesh Rai Feb 2020

Publication Trend In Library Philosophy And Practice (E-Journal) : A Scientometric Approach, T K Gireesh Kumar, Kunwar Singh, Abhishek Ranjan, Somesh Rai

Library Philosophy and Practice (e-journal)

Scientometrics is an effective method to quantitatively analyse the productivity and progress of all forms of written communication. This study aims to examine the scientific research productivity of Library Philosophy and Practice (e-journal) for a selected period of 22 years between 1998 and 2019. Required data pertaining to this study under various parameters were collected from Scopus database. Further, analysis was carried out under various dimensions to measure the year wise distribution of articles published during the selected period, its relative growth rate, doubling time, collaboration coefficient, country and affiliation wise distribution of articles and its citation patterns etc. The …