Search research articles

ABOUT JoVE

Overview Leadership Blog JoVE Help Center

AUTHORS

Publishing Process Editorial Board Scope & Policies Peer Review FAQ Submit

LIBRARIANS

Testimonials Subscriptions Access Resources Library Advisory Board FAQ

RESEARCH

JoVE Journal Methods Collections JoVE Encyclopedia of Experiments Archive

EDUCATION

JoVE Core JoVE Business JoVE Science Education JoVE Lab Manual Faculty Resource Center Faculty Site

Terms & Conditions of Use

Related Concept Videos

Steps in Outbreak Investigation

Steps in Outbreak Investigation

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:

Principles of Disease Surveillance

Principles of Disease Surveillance

Disease surveillance is the systematic collection, analysis, and interpretation of health data essential to the planning, implementation, and evaluation of public health practice. This process integrates data dissemination to entities responsible for preventing and controlling disease, injury, and disability. Surveillance systems provide crucial information for action, helping public health authorities make informed decisions to manage and prevent outbreaks, ensure public safety, optimize...

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by

Same author

Causal inference for targeted public health interventions: interactions among environmental, social, and economic determinants within the one health framework.

Journal of water and health·2026

Same author

Genomic evolution and climate related drivers of cholera surges in Dhaka Bangladesh between 1996 and 2024.

Communications medicine·2026

Same author

Major fires in Indonesian Borneo are possible under all ENSO phases.

npj natural hazards·2026

Same author

Evaluation of a Novel Climate-Driven SIR Model for Cholera Prediction.

GeoHealth·2026

Same author

Developing Scenario-Based Strategies for Health, Climate, and Environmental Preparedness: The One Health, One Earth Approach.

GeoHealth·2026

Same author

Microbial Community multi-omic analysis of marsh sediment post crustacean shell compost enrichment: pathogen emergence and community response.

bioRxiv : the preprint server for biology·2026

Same journal

Association Between Geomagnetic Activity and Unsuccessful Out-of-Hospital Cardiac Arrest.

GeoHealth·2026

Same journal

Aurora-Associated Geomagnetic Activity and Health: A Review With Focus on Neurological Implications.

GeoHealth·2026

Same journal

Residential Greenspace and Domestic Gardens, Genetic Predisposition, and Incident Glaucoma: A Prospective Cohort Study.

GeoHealth·2026

Same journal

Characterizing the Compound Extreme Temperature and PM<sub>2.5</sub> Pollution Events: A Multi-Country Analysis.

GeoHealth·2026

Same journal

Hybrid Supervised-Unsupervised Modeling for Post-Hurricane Private Well Contamination Risk Score Using Empirical Validation and Community-Informed Assessment.

GeoHealth·2026

Same journal

A Comparative Analysis of Wildland Fire Smoke PM<sub>2.5</sub> Exposure Estimates Across California From 2008 to 2018.

GeoHealth·2026

See all related articles

Search research articles

Related Experiment Video

Updated: Aug 27, 2025

Laboratory Techniques Used to Maintain and Differentiate Biotypes of Vibrio cholerae Clinical and Environmental Isolates

Laboratory Techniques Used to Maintain and Differentiate Biotypes of Vibrio cholerae Clinical and Environmental Isolates

Published on: May 30, 2017

Predictive Intelligence for Cholera in Ukraine?

Moiz Usmani¹, Kyle D Brumfield^2,3, Bailey M Magers¹

¹GeoHealth and Hydrology Laboratory Department of Environmental Engineering Sciences University of Florida Gainesville FL USA.

|October 3, 2022

Summary

This summary is machine-generated.

Cholera outbreaks are a risk in Ukraine due to damaged infrastructure. Predictive intelligence integrating environmental and social data can help forecast and mitigate these public health threats.

Keywords:

Ukraine cholera climate environmental infectious disease vibrios

More Related Videos

Determination of Tolerable Fatty Acids and Cholera Toxin Concentrations Using Human Intestinal Epithelial Cells and BALB/c Mouse Macrophages

Determination of Tolerable Fatty Acids and Cholera Toxin Concentrations Using Human Intestinal Epithelial Cells and BALB/c Mouse Macrophages

Published on: May 30, 2013

Vibrio cholerae: Model Organism to Study Bacterial Pathogenesis - Interview

Vibrio cholerae: Model Organism to Study Bacterial Pathogenesis - Interview

Published on: May 28, 2007

Related Experiment Videos

Last Updated: Aug 27, 2025

Laboratory Techniques Used to Maintain and Differentiate Biotypes of Vibrio cholerae Clinical and Environmental Isolates

Laboratory Techniques Used to Maintain and Differentiate Biotypes of Vibrio cholerae Clinical and Environmental Isolates

Published on: May 30, 2017

Determination of Tolerable Fatty Acids and Cholera Toxin Concentrations Using Human Intestinal Epithelial Cells and BALB/c Mouse Macrophages

Determination of Tolerable Fatty Acids and Cholera Toxin Concentrations Using Human Intestinal Epithelial Cells and BALB/c Mouse Macrophages

Published on: May 30, 2013

Vibrio cholerae: Model Organism to Study Bacterial Pathogenesis - Interview

Vibrio cholerae: Model Organism to Study Bacterial Pathogenesis - Interview

Published on: May 28, 2007

Area of Science:

Public Health
Epidemiology
Environmental Science

Background:

Cholera remains a significant global public health concern, particularly in regions lacking safe water and sanitation infrastructure.
The ongoing conflict in Ukraine has severely damaged essential civil infrastructure, increasing the population's vulnerability to waterborne diseases like cholera.
Interactions between climate, weather, microbiology, and societal factors exacerbate cholera risks.

Discussion:

This editorial proposes leveraging predictive intelligence to anticipate and manage potential cholera outbreaks in Ukraine.
The integration of earth observations, mathematical algorithms, and heuristic understanding of microbiological, sociological, and weather parameters is crucial.
This approach aims to proactively address the disease burden.

Key Insights:

Predictive intelligence offers a novel strategy for cholera outbreak management in crisis-affected areas.
Combining diverse data streams (environmental, microbiological, sociological) enhances outbreak prediction accuracy.
Proactive interventions based on predictive insights can significantly reduce the impact of cholera.

Outlook:

Further research into developing and validating predictive models for cholera in conflict zones is recommended.
Strengthening public health surveillance systems and infrastructure resilience is vital for long-term prevention.
International collaboration and resource allocation are essential to support cholera control efforts in Ukraine.