Evidence map›Paper›PMID 41741587›Full record

ArticleScientific reports2026

Generalized Euler method to study the vaccination effects on dynamics of measles infection model under non-singular kernel.

L K Yadav, M M Gour, S D Purohit, Qasem Al-Mdallal, D L Suthar

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. 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

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.

L K YadavDepartment of Mathematics, Vivekananda Global University, Jaipur, India.
M M GourDepartment of Mathematics, Vivekananda Global University, Jaipur, India.
S D PurohitDepartment of HEAS (Mathematics), Rajasthan Technical University, Kota, India.
Qasem Al-MdallalDepartment of Mathematical Sciences, United Arab Emirates University, Al Ain, United Arab Emirates.
D L SutharDepartment of Mathematics, Wollo University, Dessie, Ethiopia. dlsuthar@gmail.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Measles is a highly contagious and potentially fatal viral disease that spreads primarily through direct contact with infected individuals. In this study, we develop a fractional measles infection model using the Atangana-Baleanu fractional derivative with a nonlocal and non-singular kernel. To analyze the considered model, we apply the generalized Euler method (GEM), a semi-analytical numerical approach tailored for fractional-order nonlinear systems of ordinary differential equations (ODEs). The proposed method approximates solutions as a series of polynomials, ensuring both accuracy and stability through iterative computations. We also examine the uniqueness and convergence of the obtained solutions using fixed-point theory. In addition, the model equilibria are determined, and the novel Jacobian determinant method recently constructed in the literature of epidemiological modeling of infectious diseases is applied to determine the threshold quantity, [Formula: see text]. Furthermore, we construct appropriate Lyapunov functions to establish the global asymptotic stability of the disease-free and endemic equilibrium points. Numerical simulations are carried out in MATLAB 2021a for various integer and non-integer orders within the interval (0, 1] along with sensitivity analysis of key model parameters. The simulation results demonstrate that interventions such as quarantine, vaccination, and treatment significantly reduce the exposed and infectious populations, thereby contributing to effective disease control. Based on these findings, we recommend that governments allocate financial support to enhance vaccine distribution programs.

Indexed as

MeaslesMeasles VaccineVaccinationAlgorithmsComputer SimulationEpidemiological ModelsHumansModels, TheoreticalMeasles VaccineAtangana–Balenu–Caputo derivativeExistenceFixed point theoryFractional Measles infection modelGeneralized Euler Method

Identifiers

PMID41741587
PMCPMC13031342

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.