Evidence map›Paper›PMID 41254016›Full record

ArticleScientific reports2025

Modeling dysentery spread and the impact of public awareness on control dynamics.

Karim K Ahmed, Jibrin Sale Yusuf, Aliyu Isa Aliyu, Baba Galadima Agaie, Abdulrazak Sale Yusuf, Ilker Ozsahin, Tukur Abdulkadir Sulaiman, Abdullahi Yusuf, Homan Emadifar, Abeer S Khalifa

Erratum issuedAbstract read
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. An erratum has been issued. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

10 authors.

Karim K AhmedDepartment of Mathematics, Faculty of Engineering, German International University (GIU), New Administrative Capital, Cairo, Egypt.
Jibrin Sale YusufDepartment of Mathematics, Federal University Dutse, Dutse, 720222, Nigeria.
Aliyu Isa AliyuOperational Research Center in Healthcare, Near East University, Nicosia/TRNC, 99138 Mersin 10, Turkey.
Baba Galadima AgaieDepartment of Mathematics, Federal University Dutse, Dutse, 720222, Nigeria.
Abdulrazak Sale YusufDepartment of Biochemistry, Bayero University Kano, Kano, Nigeria.
Ilker OzsahinOperational Research Center in Healthcare, Near East University, Nicosia/TRNC, 99138 Mersin 10, Turkey.
Tukur Abdulkadir SulaimanDepartment of Mathematics, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai, 602105, Tamil Nadu, India.
Abdullahi YusufDepartment of Mathematics, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai, 602105, Tamil Nadu, India.
Homan EmadifarDepartment of Mathematics, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Saveetha University, Chennai, 602105, Tamil Nadu, India. homan_emadi@yahoo.com.
Abeer S KhalifaDepartment of Mathematics, Faculty of Engineering, German International University (GIU), New Administrative Capital, Cairo, Egypt.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Dysentery remains a leading cause of morbidity and mortality in developing regions, exacerbated by poor sanitation and limited access to healthcare. This study develops a novel mathematical model to analyze the transmission dynamics of dysentery and evaluate the effectiveness of control strategies, with a specific focus on the impact of public awareness. The model uniquely stratifies the population into compartments based on health education status and disease severity, allowing for a nuanced analysis of intervention impacts. We derived a key epidemiological threshold, the basic reproduction number, to determine the conditions for disease elimination or persistence. Our analysis demonstrates that a disease-free equilibrium is locally and globally stable when this threshold is below one. Furthermore, we employed optimal control theory to simulate and compare three intervention strategies: public awareness campaigns, hygiene and sanitation improvements, and treatment of infected individuals. Numerical simulations reveal that while each intervention alone reduces disease burden, a combined strategy is the most effective and cost-efficient approach to curtailing outbreaks. These findings underscore the critical importance of integrated public health policies that synergize education, prevention, and treatment for effective and sustainable dysentery control.

Indexed as

DysenteryModels, TheoreticalAwarenessBasic Reproduction NumberDisease OutbreaksHealth Knowledge, Attitudes, PracticeHumansSanitationAwareness controlDysentery diseaseEpidemiology

Identifiers

PMID41254016
PMCPMC12627727

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.