Bibliometric Resources Bibliometric Analysis And Visualization

Leo Migdal

-Dec 5, 2025, 7:02 PM

bibliometric resources bibliometric analysis and visualization

Find items in UIC Library collections, including books, articles, databases and more. Find items on the UIC Library website, including research guides, help articles, events and website pages. CRExplorer. Cited References Explorer uses data downloaded from Scopus and Web of Science to perform citation analysis over time and is often used to determine influential publications in a subject area. Free to download and use. Publish or Perish.

A software program that pulls information from several databases, including Web of Science, Scopus, Google Scholar, Microsoft Academic, and CrossRef. Free to download and use. ScientoPyUI. An open-source software program allows users to import data downloaded from Scopus and Web of Science to perform a scientific analysis of citations, find the H-Index, and more. Free to download and use. You have full access to this open access article

Bibliometric analysis has recently become a popular and rigorous technique used for exploring and analyzing the literature in business and management. Prior studies principally focused on ‘how to do bibliometric analysis’, presenting an overview of the bibliometric methodology along with various techniques and step-by-step guidelines that can be relied on to rigorously conduct bibliometric analysis. However, the current body of evidence is limited in its ability to provide practical knowledge that can enhance the design and performance of bibliometric research. This claim is supported even by the fact that relevant studies refer to their work as ‘bibliometric analysis’ rather than ‘bibliometric research’. Accordingly, we endeavor to offer a more functional framework for researchers who wish to design/conduct bibliometric research on any field of research, especially business and management. To do this, we followed a twofold way.

We first outlined the main stages and steps of typical bibliometric research. Then, we proposed a comprehensive framework for specifying how to design/conduct the research and under what headings the relevant stages (step-by-step) will be used and/or presented. Thus, the current paper is expected to be a useful source to gain insights into the available techniques and guide researchers in designing/conducting bibliometric research. Avoid common mistakes on your manuscript. Literature reviews play an important role in academic research to examine the general state of a research field, gather and categorize knowledge regarding that field, and identify gaps to be filled (Snyder 2019). Any research field’s body of knowledge becomes a “heap” if such review efforts are not performed at certain time intervals (Öztürk 2021).

The remarkable growth in the production of scientific knowledge has raised the need for such investigations in any research field. With the rapid increase in the number of academic journals, congresses, and other publication outlets in recent years, papers (e.g., articles, reports, and conference papers) are published in quantities surpassing millions each year, and... 2022). Accordingly, it is crucial for a researcher to identify the papers through which the literature on the relevant topic will be examined. Many reviews leave it up to the reader to appraise why only certain articles, conference papers, or books are included (or excluded) by authors (Linnenluecke et al. 2020).

Without necessarily considering a wider variety of evidence, authors often cite evidence from ‘high-quality’ journals (Tranfield et al. 2003). Therefore, it has become very difficult for researchers to follow the state, developments, and evolution, to identify gaps, and to categorize the body of knowledge in a given field using traditional literature review methods... Accordingly, bibliometric analysis—which enables a review that considers all the literature relevant to any research field—has gained more attention. Due to the benefits and conveniences it offers, bibliometric analysis has recently begun to be widely employed in the fields of business and management (e.g., López-Fernández et al. 2016; Merigo and Yang, 2017; Castillo-Vergara et al.

2018; Ardito et al. 2019; Mas-Tur et al. 2020; Nicolas et al. 2020; Forliano et al. 2021; Khan et al. 2022; Mukherjee et al.

2022a; Bahuguna et al. 2023; Rao and Shukla 2023; Tigre et al. 2023) with the supporting infrastructural developments (i.e., data processing capacities of databases, increase in the number of package programs with various capabilities, different visualization tools, etc.). Accordingly, some scholars developed methodological guidelines for how to conduct bibliometric research (Koskinen et al. 2008; Andres, 2009; van Raan 2014; Donthu et al. 2021; Romanelli et al.

2021). They present an overview of bibliometric analysis and the procedures required to perform it to help business scholars learn about the bibliometric technique and use that knowledge to analyze specific topics in the body... Additionally, they offer different techniques that can be used for bibliometric analysis and argue when they should be utilized, which helps widen the business scholars’ perspectives on the options and justifications for employing the... 2020; Donthu et al. 2021). However, there are still significant shortcomings/gaps in the business and management field regarding how to conduct and structure “bibliometric research”.

In sum, several methodological publications have offered step-by-step guidelines for performing the bibliometric analysis, but their contributions tend to be more conceptual than practical. Hence, there is still a lack of knowledge regarding the best practices of bibliometric research and how to conduct and design it. Accordingly, the guideline offered by Sauer and Seuring (2023) for guiding how to conduct a systematic literature review inspired this paper to propose a comprehensive framework for bibliometric research. Published online by Cambridge University Press: 19 March 2025 Data visualization is crucial for effectively communicating knowledge in meta-analysis. However, existing visualization methods in meta-analysis have predominantly focused on quantitative aspects, such as forest plots and funnel plots, thereby neglecting qualitative information that is equally important for end-users in science, policy, and practice.

We introduce a framework consisting of a series of visualization toolkits designed to enrich meta-analyses by borrowing approaches from other research synthesis methods, including systematic evidence mapping (scoping reviews), bibliometrics (bibliometric analysis), and alternative... These “enrichment” toolkits aim to facilitate the synthesis of both quantitative and qualitative evidence, along with the assessment of the academic and nonacademic influences of the meta-analytic evidence base. While the meta-analysis yields quantitative insights, the enrichment analyses, and visualizations provide user-friendly summaries of qualitative information on the evidence base. For example, a systematic evidence map can visualize study characteristics, unraveling knowledge gaps and methodological differences. Bibliometric analysis offers a visual assessment of the nonindependent evidence, such as hyper-dominant authors and countries, and funding sources, potentially informing the risk of bias. Alternative impact metric analysis employs alternative metrics to gauge societal influence and research translation (e.g., policy and patent citations) of studies in the meta-analysis.

We provide a dedicated webpage showcasing sample visualizations and providing step-by-step implementation in open-source software R (https://yefeng0920.github.io/MA_Map_Bib/). Additionally, we offer a guide on leveraging three commercially free large language models (LLMs) to help adapt the sample script, enabling users with less R coding experience to visualize their own meta-analytic evidence base. • Data visualization enhances meta-analysis, aiding in identifying patterns and increasing the accessibility of evidence to end-users in science, policy, and practice. • Quantitative information in meta-analyses is commonly presented through user-friendly formats, such as forest plots and funnel plots, with effect size estimates and precisions. • Meta-analyses include qualitative information on study characteristics and bibliographic attributes, which are rarely visualized. In the ever-expanding world of academic research, keeping track of the latest trends, influential studies, and emerging fields can feel overwhelming.

This is where bibliometric analysis becomes your go-to tool. It is a powerful method that allows you to analyze scientific literature, measure research impact, and identify trends in your field. In this article, you’ll learn what bibliometric analysis is, how to use it, and why it’s essential for your research or organization. What are the techniques and tools of bibliometric analysis? Main techniques in bibliometric analysis Enrichment techniques in bibliometric analysis

Challenges and limitations of bibliometric analysis Bibliometric analysis is a group of quantitative methods for evaluating and analyzing scientific literature, publications, and research trends. Bibliometric analysis can be used for: Bibliometric analysis offers advantages over traditional reviews by providing a quantitative summary of a research area, often presented through visualizations. How to Use VOSViewer for Citation Analysis What is the Difference Between Analysis Types in VOSViewer?

The University Libraries is proud to co-host a SciVal 30-day Trial Period, in partnership with the Office of Faculty Affairs and the Office of Decision Support. SciVal is a metrics analytics tool that is used for benchmarking, peer analysis, locating potential collaborators, and can help faculty, department chairs, ADRs, and Deans to find potential future avenues for research, locate trends... Access the trial database (requires MFA with UNLV affiliated email) Find items in UIC Library collections, including books, articles, databases and more. Find items on the UIC Library website, including research guides, help articles, events and website pages. Article/Book Citation Impact: The academic impact of particular works, such as journal articles, conference proceedings, and books, can be measured by the number of times they are cited by other works

Journal Citation impact: The impact of particular academic journals can be measured by the number of times their articles are cited and where they are cited. Researcher Citation impact: The number of works a researcher has published and the number of times these works have been cited can be an indicator of the academic impact of an individual researcher

Bibliometric Resources Bibliometric Analysis And Visualization

People Also Search

Find Items In UIC Library Collections, Including Books, Articles, Databases

A Software Program That Pulls Information From Several Databases, Including

Bibliometric Analysis Has Recently Become A Popular And Rigorous Technique

We First Outlined The Main Stages And Steps Of Typical

The Remarkable Growth In The Production Of Scientific Knowledge Has