Related Experiment Video
Updated: Jul 4, 2025

Predicting the Effectiveness of Population Replacement Strategy Using Mathematical Modeling
Published on: July 4, 2007
Promoting healthy populations as a pandemic preparedness strategy: a simulation study from Mexico
Rob Johnson1, Martha Carnalla2, Ana Basto-Abreu2
1MRC Centre for Global Infectious Disease Analysis & WHO Collaborating Centre for Infectious Disease Modelling, Jameel Institute for Disease and Emergency Analytics, Imperial College London, UK.
Reducing obesity in Mexico could have significantly decreased COVID-19 deaths. Earlier public health interventions, like food labeling and increased taxes on unhealthy foods, show promise for pandemic preparedness.
Area of Science:
- Epidemiology
- Public Health
- Health Economics
Background:
- High obesity prevalence in Mexico significantly impacted COVID-19 pandemic outcomes.
- Mexico faced a severe COVID-19 burden, exacerbated by underlying population health issues.
- The potential reduction in COVID-19 deaths from pre-pandemic obesity interventions remains unquantified.
Purpose of the Study:
- To quantify the potential reduction in COVID-19 deaths by addressing obesity in Mexico.
- To model the impact of hypothetical scenarios involving lower population body mass index (BMI).
- To assess the effectiveness of specific public health interventions in mitigating COVID-19 mortality.
Main Methods:
- A dynamic epidemic model utilizing nationwide data was employed.
- The study compared actual COVID-19 deaths with simulated outcomes under varied BMI scenarios.
- Interventions modeled included historical BMI changes, front-of-pack warning labels, and increased taxes on unhealthy foods.
Main Results:
- Obesity was linked to 52.5% of COVID-19 deaths in adults aged 20-64 and 23.8% in older adults.
- Maintaining Mexico's 2000 BMI distribution could have reduced COVID-19 deaths by 20.6%.
- Earlier food labeling (2018) could have averted 6.2% of deaths; doubled unhealthy food taxes could have reduced deaths by 4.1%.
Conclusions:
- Addressing population-level obesity and non-communicable chronic diseases is crucial for pandemic preparedness.
- Systemic public health interventions targeting underlying health conditions can substantially reduce pandemic-related mortality.
- Integrating chronic disease management into pandemic planning is a vital strategy for future health crises.
Related Concept Videos
Steps in Outbreak Investigation
Levels of Health Promotion and Illness Prevention
In primary prevention, actions taken before disease onset prevent the disease from...
Models of Health Promotion and Illness Prevention II
The agent-host-environment model states that disease results...
Principles of Disease Surveillance
Models of Health Promotion and Illness Prevention I
The health belief model (HBM) attempts to predict health-related behavior in specific belief patterns. According to the HBM, a person's...
Preventive Healthcare Services

