Evidence map›Paper›PMID 41145600›Full record

ArticleScientific reports2025

Optimal control and economic evaluation of diphtheria disease model with booster immunization and hospitalization.

Fatuma Zeyinu Getachew, Shewafera Wondimagegnhu Teklu, Haileyesus Tessema Alemneh

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In one paragraph

Article in Scientific reports, 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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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

The trial behind it

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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

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5 · Who and what money

Authors and funding

3 authors.

Fatuma Zeyinu GetachewDepartment of Mathematics, Debrebrhan University, Debrebrhan, Ethiopia. fatuma.zeyinu@wu.edu.et.
Shewafera Wondimagegnhu TekluDepartment of Mathematics, Debrebrhan University, Debrebrhan, Ethiopia.
Haileyesus Tessema AlemnehDepartment of Mathematics, College of Natural and Computational Sciences, University of Gondar, Gondar, Ethiopia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In this paper, we develop a deterministic mathematical model to study the transmission dynamics of diphtheria, incorporating optimal control strategies and cost-effectiveness analysis. The model consists of six compartments: susceptible, exposed, infectious, asymptomatic, hospitalized, and recovered individuals. We analyze the model's qualitative behavior, including the existence of an invariant region, the positivity of solutions, and the identification and stability (both local and global) of two equilibrium points: the disease-free equilibrium and the endemic equilibrium. The effective reproduction number is derived to assess the potential spread of the disease. To determine optimal control strategies, we apply Pontryagin's Maximum Principle to obtain the Hamiltonian, adjoint equations, control characterizations, and the resulting optimality system. Various combinations of control strategies are evaluated to assess their impact on diphtheria transmission. We use the incremental cost-effectiveness ratio (ICER) to identify the most effective and efficient intervention. Sensitivity analysis and numerical simulations are conducted to support the findings. The simulation results indicate that a combined strategy of prevention and vaccination is the most cost-effective approach. The implementation of control strategies is shown to play a critical role in reducing the burden of diphtheria in the community.

Indexed as

DiphtheriaHospitalizationImmunization, SecondaryComputer SimulationCost-Benefit AnalysisHumansModels, TheoreticalVaccinationCost-effectiveness analysisDFE & EEDiphtheriaNumerical simulationOptimal controlSensitivity analysisStability analysis

Identifiers

PMID41145600
PMCPMC12559733

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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.