Evidence map›Paper›PMID 41056354›Full record

ArticlePLoS neglected tropical diseases2025

Effective strategies for typhoid conjugate vaccine delivery: Health and economic insights from the 2015 Kampala outbreak.

Yeonsu Lee, Pamela Kim N Salonga, Changdae Son, Geunsoo Jang, Dae-Hyup Koh, Jong-Hoon Kim, Hyojung Lee

Abstract read
In one paragraph

Article in PLoS neglected tropical diseases, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Yeonsu LeeDepartment of Statistics, Kyungpook National University, Daegu, Republic of Korea.
Pamela Kim N SalongaDepartment of Statistics, Kyungpook National University, Daegu, Republic of Korea.
Changdae SonDepartment of Statistics, Kyungpook National University, Daegu, Republic of Korea.
Geunsoo JangSchool of Computing and Augmented Intelligence, Arizona State University, Tempe, Arizona, United States of America.
Dae-Hyup KohEpidemiology, Public Health, Impact, International Vaccine Institute, Seoul, Republic of Korea.
Jong-Hoon KimEpidemiology, Public Health, Impact, International Vaccine Institute, Seoul, Republic of Korea.
Hyojung LeeDepartment of Statistics, Kyungpook National University, Daegu, Republic of Korea.ORCID 0000-0001-9880-3044

Funding

Gates Foundation INV-009125
6 · The paper itself

Abstract

Typhoid fever remains a major public health threat in low- and middle-income countries (LMICs), where inadequate access to clean water and sanitation drives recurrent outbreaks. With antimicrobial resistance on the rise, the urgency of deploying preventive strategies such as typhoid conjugate vaccines (TCVs) have grown. In this study, we developed a dynamic compartmental model calibrated to the 2015 typhoid outbreak in Kampala, Uganda, to assess the health and economic outcomes of various outbreak response immunization (ORI) strategies using TCVs. We aimed to identify optimal ORI strategies that minimize cases and typhoid-related deaths as well as the costs of implementation. Our model incorporated different phases of the outbreak, vaccine coverage levels (30%, 50%, 70%), timing (early, late, combined), and campaign duration. Cost-effectiveness was evaluated based on disability-adjusted life years (DALYs) and incremental cost-effectiveness ratios (ICERs), using World Health Organization (WHO) thresholds derived from Uganda's 2015 gross national income per capita. Early, high-coverage vaccination (Scenario 1) was most impactful reducing the effective reproduction number (Rt) below 1 during the epidemic peak and averting over 7,000 cases including 180 deaths. The timing of vaccine deployment was the most critical determinant of effectiveness, followed by coverage level and campaign duration. Our findings highlight the importance of rapid, high-coverage TCV deployment at the early stages of an outbreak. Strengthening disease surveillance and improving vaccine logistics are essential for a timely response. This modeling framework offers actionable evidence to support policy development and optimize outbreak preparedness in typhoid-endemic regions.

Indexed as

Disease OutbreaksTyphoid FeverTyphoid-Paratyphoid VaccinesAdolescentAdultChildChild, PreschoolCost-Benefit AnalysisDisability-Adjusted Life YearsFemaleHumansInfantMaleUgandaVaccinationVaccines, ConjugateTyphoid-Paratyphoid VaccinesVaccines, Conjugate

Identifiers

PMID41056354
PMCPMC12527134

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LicenceCC BY
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Registered trials

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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.