Relapse feedback and a counterexample to the disease-free stability threshold in a seven-compartment depression model

This technical note examines the threshold calculation in Mbanguta, Aphane, Shah and Abdeljawad, “A Compartmental Model for the Epidemiology of Depression: Formulation, Dynamics and Implications” (ES General 13, 2026, 2408; DOI: 10.30919/g2408). Retaining the recovery–relapse feedback gives a corrected next-generation number. With the published baseline parameters except beta = 0.9, equation (31) gives 0.913219 < 1, while the full transition system gives 1.945702 > 1 and the disease-free Jacobian has a positive real eigenvalue in (0.0588, 0.0589). A positive endemic equilibrium is constructed with all seven ODE residuals exactly zero in rational arithmetic. For beta = 1.48, the corrected model threshold is approximately 3.199599 rather than 1.501738. The upload includes the PDF, editable LaTeX source, a Python standard-library verification script, and exact-check results. The note addresses the mathematical threshold and disease-free stability assertion; it makes no empirical prediction of real-world elimination and no claim that endemic global stability is false. Correspondence: [email protected]. AI assistance: OpenAI ChatGPT assisted with mathematical drafting and algebraic and computational verification. The derivations and exact rational calculations provide the evidence for the claims.

Authors

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-28
DOI
https://doi.org/10.5281/zenodo.23756106
Primary Topic
Mathematical and Theoretical Epidemiology and Ecology Models
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Relapse feedback and a counterexample to the disease-free stability threshold in a seven-compartment depression model

Zeraoulia Rafik
Zenodo (CERN European Organization for Nuclear Research)
Mathematical and Theoretical Epidemiology and Ecology Models
article

Relapse feedback and a counterexample to the disease-free stability threshold in a seven-compartment depression model

Zeraoulia Rafik
article en

Abstract

This technical note examines the threshold calculation in Mbanguta, Aphane, Shah and Abdeljawad, “A Compartmental Model for the Epidemiology of Depression: Formulation, Dynamics and Implications” (ES General 13, 2026, 2408; DOI: 10.30919/g2408). Retaining the recovery–relapse feedback gives a corrected next-generation number. With the published baseline parameters except beta = 0.9, equation (31) gives 0.913219 < 1, while the full transition system gives 1.945702 > 1 and the disease-free Jacobian has a positive real eigenvalue in (0.0588, 0.0589). A positive endemic equilibrium is constructed with all seven ODE residuals exactly zero in rational arithmetic. For beta = 1.48, the corrected model threshold is approximately 3.199599 rather than 1.501738. The upload includes the PDF, editable LaTeX source, a Python standard-library verification script, and exact-check results. The note addresses the mathematical threshold and disease-free stability assertion; it makes no empirical prediction of real-world elimination and no claim that endemic global stability is false. Correspondence: [email protected]. AI assistance: OpenAI ChatGPT assisted with mathematical drafting and algebraic and computational verification. The derivations and exact rational calculations provide the evidence for the claims.

Zenodo (CERN European Organization for Nuclear Research)
Université Djilali Bounaama Khemis Miliana (DZ), Amar Telidji University of Laghouat (DZ)
Openalex Percentile: Top 10%
Mathematical and Theoretical Epidemiology and Ecology Models
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Laika access coming soon
Relapse feedback and a counterexample to the disease-free stability threshold in a seven-compartment depression model — Zeraoulia Rafik · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS