Related Experiment Video
Updated: Nov 9, 2025

Experimental Human Pneumococcal Carriage
Published on: February 15, 2013
Constrained Optimization for Pneumococcal Vaccination in Brazil
Jan Olbrecht1, Jorge A Gomez2, Laure-Anne Van Bellinghen3
1GlaxoSmithKline, Wavre, Belgium.
Insights
This study identifies the most cost-efficient pneumococcal vaccination strategy for Brazil over 10 years. Constrained optimization maximized health gains within budget limits, offering a valuable public health planning tool.
Area of Science:
- Public Health
- Health Economics
- Vaccinology
Background:
- Pneumococcal disease remains a significant public health concern globally.
- Cost-effective vaccination strategies are crucial for resource allocation in healthcare systems.
- Brazil's current vaccination program requires ongoing evaluation for optimal impact.
Purpose of the Study:
- To determine the most cost-efficient combination of pneumococcal vaccines for infants and aging adults in Brazil over a 10-year period.
- To utilize constrained optimization to balance health gains with budget limitations.
- To inform national immunization policy and resource allocation.
Main Methods:
- Employed constrained optimization (CO) to prioritize pneumococcal vaccine regimens based on quality-adjusted life-years (QALYs) gained and costs.
- Analyzed a 10-year time horizon with specific constraints on budget, return on investment (ROIR > 1), and vaccine coverage.
- Modeled the current infant vaccination strategy using pneumococcal non-typeable Haemophilus influenzae protein D conjugate vaccine (PHiD-CV) as a baseline.
Main Results:
- The CO analysis identified a strategy yielding 126,194 additional QALYs over 10 years for an extra budget of 974 million Brazilian reals (ROIR = 1.15).
- The model suggests potential for improved outcomes with increased at-risk population coverage in aging adults, reduced herd effects, and enhanced QALY scores.
- The optimized strategy balances budget constraints with significant public health benefits.
Conclusions:
- Constrained optimization effectively identifies cost-efficient pneumococcal vaccination strategies within defined parameters.
- The study demonstrates that optimizing vaccine combinations can achieve substantial health gains while adhering to budget limitations.
- Findings support evidence-based decision-making for national immunization programs in Brazil and similar settings.
Objectives:
To identify the most cost-efficient combination of pneumococcal vaccines in infants and aging adults for a 10-year period in Brazil.
Methods:
Constrained optimization (CO) prioritized 9 pneumococcal vaccine regimens according to their gain in quality-adjusted life-years (QALYs) and their related costs over a prespecified time horizon with defined constraints for 2 age groups, infants and aging adults. The analysis starts from the current universal infant vaccination of pneumococcal non-typeable Haemophilus influenzae protein D conjugate vaccine (PHiD-CV), 2 primary and 1 booster dose at 2, 4, and 12 months, respectively. Key constraints are the fixed annual vaccine budget increase and the relative return on investment (ROIR) per regimen, which must be > 1, the reference intervention being the current vaccination strategy in infants and the most cost-efficient one in aging adults.
Results:
The CO analysis including all the constraints indicates that over 10 years the maximum extra health gain is 126 194 QALYs for an extra budget of $974 million Brazilian reals (ROIR = 1.15). Results could be improved with a higher proportion of the at-risk population in aging adults, less herd effect, and better QALY scores.
Conclusion:
The study shows that with 4 constraints on budget, time horizon, vaccine coverage, and cost efficiency, a CO analysis could identify the most cost-efficient overall pneumococcal vaccination strategy for Brazil, allowing for limited vaccine budget increase while obtaining appropriate health gain.
More Related Videos
11:32Following in Real Time the Impact of Pneumococcal Virulence Factors in an Acute Mouse Pneumonia Model Using Bioluminescent Bacteria
Published on: February 23, 2014
06:26Author Spotlight: Optimizing CFU Determination for Efficient Assessment of TB Vaccine Efficacy and Antigen Presentation Analysis
Published on: July 28, 2023
Related Concept Videos
Vaccinations
Pneumonia IV: Management
Bacterial Pneumonia Treatment
For bacterial pneumonia, antibiotics serve as the cornerstone of therapy. Initial treatment often begins with empirical antibiotics, tailored to the anticipated causative organism and adjusted based on culture results. Key antibiotic choices include:
Dosage Regimen Designs: Nomograms and Tabulations
Bernoulli's Equation: Problem Solving
The first step is to compute the cross-sectional areas of the pipe and the Venturi throat to analyze the pressure difference indicated by the pressure gauge. Next, the continuity equation is...
Pneumonia V: Nursing management and Prevention
The nurse must practice strict medical asepsis and adhere to infection control guidelines to minimize healthcare-associated infections.
Enhance airway patency
Position the patient correctly to facilitate drainage of the affected lung segments. Manual or mechanical percussion and vibration can also be employed....
Determination of Multiple Dosing Parameters: Loading and Maintenance Doses