Evidence map›Paper›PMID 35893823›Full record

ArticleVaccines2022

An Optimal Control Model to Understand the Potential Impact of the New Vaccine and Transmission-Blocking Drugs for Malaria: A Case Study in Papua and West Papua, Indonesia.

Bevina D Handari, Rossi A Ramadhani, Chidozie W Chukwu, Sarbaz H A Khoshnaw, Dipo Aldila

Open access · goldAbstract read
In one paragraph

Article in Vaccines, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
4.6field-weighted citation impact, top 5% of its field
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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

6 citing papers in PubMed, 25 citations in OpenAlex.

  1. Article
  2. Article
  3. Age-structured vaccination strategies in mathematical modeling of malaria transmission.Current research in parasitology & vector-borne diseases · 2025
    Article
  4. Article
  5. Optimal control of a two-group malaria transmission model with vaccination.Network modeling and analysis in health informatics and bioinformatics · 2023
    Article
  6. Article
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

5 authors at 3 institutions in 3 countries.

Bevina D HandariDepartment of Mathematics, Universitas Indonesia, Depok 16424, Indonesia.ORCID 0000-0002-1478-4219
Rossi A RamadhaniDepartment of Mathematics, Universitas Indonesia, Depok 16424, Indonesia.
Chidozie W ChukwuDivision of Infectious Diseases and Global Public Health, University of California, San Diego, CA 94720, USA.ORCID 0000-0002-2780-5357
Sarbaz H A KhoshnawDepartment of Mathematics, University of Raparin, Ranya 46012, Kurdistan Region, Iraq.ORCID 0000-0002-9176-8108
Dipo AldilaDepartment of Mathematics, Universitas Indonesia, Depok 16424, Indonesia.ORCID 0000-0001-9022-1701
University of Indonesia · IDUniversity of California San Diego · USUniversity of Raparin · IQ

Funding

University of Indonesia NKB-646/UN2.RST/HKP.05.00/2022
6 · The paper itself

Abstract

Malaria is one of the major causes of a high death rate due to infectious diseases every year. Despite attempts to eradicate the disease, results have not been very successful. New vaccines and other treatments are being constantly developed to seek optimal ways to prevent malaria outbreaks. In this article, we formulate and analyze an optimal control model of malaria incorporating the new pre-erythrocytic vaccine and transmission-blocking treatment. Sufficient conditions to guarantee local stability of the malaria-free equilibrium were derived based on the controlled reproduction number condition. Using the non-linear least square fitting method, we fitted the incidence data from the province of Papua and West Papua in Indonesia to estimate the model parameter values. The optimal control characterization and optimality conditions were derived by applying the Pontryagin Maximum Principle, and numerical simulations were also presented. Simulation results show that both the pre-erythrocytic vaccine and transmission-blocking treatment significantly reduce the spread of malaria. Accordingly, a high doses of pre-erythrocytic vaccine is needed if the number of infected individuals is relatively small, while transmission blocking is required if the number of infected individuals is relatively large. These results suggest that a large-scale implementation of both strategies is vital as the world continues with the effort to eradicate malaria, especially in endemic regions across the globe.

Indexed as

controlled reproduction numbermalariaoptimal controltreatmentvaccine

Identifiers

PMID35893823
PMCPMC9331692
OpenAlexW4287219467

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.