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how to conduct bibliometric analysis?

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(@mdyasarsattar)
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Conducting a bibliometric analysis involves several straightforward steps. Here's a practical guide to walk you through the process:


🧭 Step-by-Step Guide to Bibliometric Analysis

1. Define Your Research Objective

Decide:

  • What topic or field are you analyzing?
  • What time period?
  • Are you focusing on authors, institutions, countries, journals, or keywords?

Example: “Analyze global research trends in heart failure from 2010 to 2024.”


2. Choose a Database

Popular options:

  • Scopus (comprehensive and commonly used)
  • Web of Science
  • PubMed (biomedical, but limited for citation analysis)
  • Google Scholar (not structured well for large-scale analysis)

✅ Tip: Scopus and Web of Science are best for citation and author-level analysis.


3. Search and Download Data

Use precise search queries:

  • Keywords, Boolean operators (AND, OR), and filters (years, document type, language)

Example (Scopus search):

scss
TITLE-ABS-KEY("heart failure") AND PUBYEAR > 2009 AND PUBYEAR < 2025

Export data:

  • Format: CSV, BibTeX, or RIS
  • Include: titles, abstracts, authors, affiliations, citations, keywords

4. Use Bibliometric Software

You’ll need tools to visualize and analyze the data. Top choices:

Tool Purpose
VOSviewer Visualize networks (co-authorship, keywords)
Bibliometrix (R) Full statistical analysis + plotting
CiteSpace Identify research fronts and bursts
Excel Basic frequency and trend analysis

5. Perform Key Analyses

Here are common types:

  • Publication Trends: Total publications per year
  • Most Cited Articles: Top impactful papers
  • Leading Authors/Institutions: Productivity + citation counts
  • Co-authorship Networks: Collaboration patterns
  • Keyword Co-occurrence: Topic clusters and hot topics
  • Citation Analysis: Highly cited references or journals

6. Interpret the Results

Look for:

  • Growth trends in research
  • Leading contributors or countries
  • Emerging topics (from recent keyword clusters)
  • Gaps in the literature

7. Report and Visualize

Present your findings using:

  • Tables (e.g., top 10 cited papers)
  • Graphs (publication trends)
  • Network maps (author or keyword clusters)
  • Word clouds or thematic evolution charts
 
Posted : 20/03/2025 10:00 pm
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