ArticleGlobalization and health2022
Global research activity on mathematical modeling of transmission and control of 23 selected infectious disease outbreak.
Article in Globalization and health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 48 papers, 3 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
48 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Prospects of HIV elimination among men who have sex with men: A systematic review of modeling studies.PLoS computational biology · 2026Pooled it
- Simulation modeling for the design and evaluation of HIV drug resistance interventions: a systematic review of literature.BMC public health · 2026Pooled it
- Mechanistic Models of Virus-Bacteria Co-Infections in Humans: A Systematic Review of Methods and Assumptions.Pathogens (Basel, Switzerland) · 2025Pooled it
- Fractional-order epidemic modeling with a deep neural network framework.Scientific reports · 2026Article
- Operationalizing the One Health approach in a conflict-affected setting: A scientometric review of policy foundations, systemic gaps, and future pathways in Ukraine.Veterinary world · 2026Article
- Stratify severe risk in children with respiratory syncytial virus pneumonia-A retrospective study based on machine learning and SHAP interpretation.Frontiers in pediatrics · 2026Article
- Web of Science-Based Visualization of Mapping Global Scientific Production on Epstein-Barr Virus-Associated Autoimmune Diseases: A Bibliometric Study.Health science reports · 2025Article
- Global research landscape and advancements on the links between the gut microbiome and insulin resistance: hot issues, trends, future directions, and bibliometric analysis.Gut pathogens · 2025Article
- The Role of Mathematical Modelling in Predicting and Controlling Infectious Disease Outbreaks in Underserved Settings: A Systematic Review and Meta-Analysis.Public health challenges · 2025Review
- Global research trends on the links between disinfection by-products and cancer: mapping knowledge landscapes and visualization analysis.Journal of water and health · 2025Review
- Deep learning for disease outbreak prediction: a parallel LSTM-CNN model.Journal of the Royal Society, Interface · 2025Article
- Past, present, and future: a situational analysis of infectious disease modelling in Thailand.The Lancet regional health. Southeast Asia · 2025Review
- Optimal intervention design for tonsillitis transmission via compartmental modeling with stability analysis and control strategies.Scientific reports · 2025Article
- Fractional order modeling of hepatitis B virus transmission with imperfect vaccine efficacy.Scientific reports · 2025Article
- Global scientific research landscape on binge drinking: a comprehensive bibliometric and visualization analysis of trends, collaborations, and future directions.Substance abuse treatment, prevention, and policy · 2025Article
- Towards eco-friendly pharmaceuticals: Regulatory and policy approaches for sustainable medicines use.Exploratory research in clinical and social pharmacy · 2025Review
- Global Research Hotspots and Progress on Acrylamide: Visualization Analysis.Environmental health insights · 2025Article
- Examining the evolution and impact of OTC vending machines in Global Healthcare Systems.Exploratory research in clinical and social pharmacy · 2024Review
- An early warning indicator trained on stochastic disease-spreading models with different noises.Journal of the Royal Society, Interface · 2024Article
- Review
Corrections and comments
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Authors and funding
1 author.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundMathematical analysis and modeling allow policymakers to understand and predict the dynamics of an infectious disease under several different scenarios. The current study aimed to analyze global research activity on mathematical modeling of transmission and control of several infectious diseases with a known history of serious outbreaks.
methodsRelevant publications were retrieved using a comprehensive validated search query. The database used was SciVerse Scopus. Indicators related to evolution, growth of publications, infectious diseases encountered, key players, citations, and international research collaboration were presented.
resultsThe search strategy found 5606. The growth of publications started in 1967 and showed a sharp rise in 2020 and 2021. The retrieved articles received relatively high citations (h-index = 158). Despite being multidisciplinary, Plos One journal made the highest contribution to the field. The main findings of the study are summarized as follows: (a) COVID-19 had a strong impact on the number of publications in the field, specifically during the years 2020 and 2021; (b) research in the field was published in a wide range of journals, mainly those in the field of infectious diseases and mathematical sciences; (c) research in the field was mainly published by scholars in the United States and the United Kingdom; (d) international research collaboration between active countries and less developed countries was poor; (e) research activity relied on research groups with a large number of researchers per group indicative of good author-author collaboration; (f) HIV/AIDS, coronavirus disease, influenza, and malaria were the most frequently researched diseases; (g) recently published articles on COVID-19 received the highest number of citations; and (h) researchers in the Eastern Mediterranian and South-East Asian regions made the least contribution to the retrieved articles.
conclusionMathematical modeling is gaining popularity as a tool for understanding the dynamics of infectious diseases. The application of mathematical modeling on new emerging infectious disease outbreaks is a priority. Research collaboration with less developed countries in the field of mathematical epidemiology is needed and should be prioritized and funded.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.