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Related Concept Videos

Steps in Outbreak Investigation01:18

Steps in Outbreak Investigation

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In the ever-evolving field of public health, statistical analysis serves as a cornerstone for understanding and managing disease outbreaks. By leveraging various statistical tools, health professionals can predict potential outbreaks, analyze ongoing situations, and devise effective responses to mitigate impact. For that to happen, there are a few possible stages of the analysis:
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Statistical software is pivotal in data analysis and clinical trials by providing tools to analyze data, draw conclusions, and make predictions. These software packages range from simple data management applications to complex analytical platforms, supporting various statistical tests, models, and simulation techniques. Their significance lies in their ability to handle vast amounts of data with precision and efficiency, enabling researchers to validate hypotheses, identify trends, and make...
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A single nucleotide polymorphism or SNP is a single nucleotide variation at a specific genomic position in a large population. It is the most prevalent type of sequence variation found in the human genome. Point mutations that occur in more than 1% of the population qualify as SNPs. These are present once every 1000 nucleotides on an average in the human genome. Replacement of a purine with another purine (A/G) or a pyrimidine with another pyrimidine (C/T) is known as a transition. In contrast,...
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Enzyme-Linked Immunosorbent Assay01:33

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In 1971, Peter Perlman and Eva Engvall developed an Enzyme-linked immunosorbent assay (ELISA or EIA). ELISA differs from western blot in that the assays are conducted in microtiter plates or in vivo rather than on an absorbent membrane.
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  1. Home
  3. Research Domains
  5. Health Sciences
  7. Epidemiology
  9. Major Global Burdens Of Disease
  11. Hotspots And Trends In Research On Early Warning Of Infectious Diseases: A Bibliometric Analysis Using Citespace.
  1. Home
  3. Research Domains
  5. Health Sciences
  7. Epidemiology
  9. Major Global Burdens Of Disease
  11. Hotspots And Trends In Research On Early Warning Of Infectious Diseases: A Bibliometric Analysis Using Citespace.

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Global and Current Research Trends of Single-Cell Sequencing in Cancer: A Bibliometric and Visualization Study
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Hotspots and Trends in Research on Early Warning of Infectious Diseases: A Bibliometric Analysis Using CiteSpace.

Xue Yang1, Hao Wang1, Hui Lu1

  • 1Key Laboratory of Public Health Safety and Emergency Prevention and Control Technology of Higher Education Institutions in Jiangsu Province, Department of Social Medicine and Health Education, School of Public Health, Nanjing Medical University, Nanjing 211166, China.

Healthcare (Basel, Switzerland)
|June 13, 2025

View abstract on PubMed

Summary
This summary is machine-generated.

Bibliometric analysis reveals infectious disease early warning research evolution. Current focus on wastewater-based epidemiology and AI, shifting towards an integrated One Health approach for epidemic preparedness.

Keywords:
CiteSpacebibliometric analysisearly warninginfectious diseases

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Area of Science:

  • Epidemiology
  • Public Health
  • Infectious Diseases

Background:

  • Emerging and re-emerging infectious diseases pose global health and economic threats.
  • Early warning systems are crucial for reducing outbreak response times and improving patient outcomes.
  • Bibliometric analysis provides insights into research trends and hotspots in infectious disease early warning.

Purpose of the Study:

  • To dissect global research hotspots and evolutionary trends in infectious disease early warning.
  • To provide guidance for optimizing public health emergency management strategies.
  • To identify emerging research foci and future directions in epidemic preparedness.

Main Methods:

  • Bibliometric analysis of 798 publications from 1999-2024 retrieved from Web of Science Core Collection.
  • Utilized CiteSpace software for data analysis and knowledge visualization.
  • Identified publication trends, key institutions, authors, and influential references.

    • Main Results:

    • Annual publications show a sharp increase since 2000, with the USA as the leading contributor.
    • Key research themes include climate change, virus transmission, and influenza.
    • Emerging foci include wastewater-based epidemiology (WBE), artificial intelligence (AI), One Health, and SARS-CoV-2.
    • Climate change has been a consistent keyword with strong citation bursts.

    Conclusions:

    • Research has evolved from climate-disease interactions to pathogen monitoring and the One Health framework.
    • Current hotspots include WBE, AI, and COVID-19 monitoring.
    • Prioritizing real-time surveillance, WBE, AI-driven models, and interdisciplinary collaboration under One Health is essential.
    • Developing integrated human-animal-environment monitoring systems is a critical future direction.