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April 16, 2026Advances in Continuous and Discrete Models0 citationsOpen Access

Modelling the sustainability of TB-funded prevention programs in the presence of fear and stigma: implications on TB transmission dynamics

VMVerediana Machele MbaliloFNFarai NyabadzaSGSiphokazi Princess Gatyeni

Key Points

  • This research aims to model the impact of fear and stigma on tuberculosis (TB) prevention programs' sustainability.
  • Developed a mathematical model using nonlinear differential equations.
  • Analyzed disease-free and endemic equilibria.
  • Investigated conditions for effective TB transmission reduction.
  • Simulated various funding scenarios and psychosocial factors.
  • Consistent funding is critical for long-term TB control.
  • Introduced a funding sustainability ratio for program effectiveness.
  • Enhanced prevention efforts significantly lower TB prevalence.
  • Moderate fear encourages prevention, while excessive fear hinders treatment seeking.

Abstract

Abstract Tuberculosis (TB) remains a major public health concern, particularly in resource-limited settings where sustained funding and psychosocial factors critically influence disease dynamics. This study presents a novel mathematical model that integrates fear, stigma, and funding to assess the sustainability of TB-funded prevention programs. The model, formulated as a system of nonlinear differential equations, analyses disease-free and endemic equilibria and investigates the conditions under which TB transmission can be effectively reduced. Our results show that consistent financial investment is essential for long-term TB control, eliminating backward bifurcation and ensuring that reductions in the basic reproduction number (R₀ R 0) translate into sustained declines in TB incidence. We introduce a funding sustainability ratio that provides a quantitative threshold for maintaining effective program outcomes. Simulations reveal that enhanced prevention efforts and health education, supported by stable funding, significantly lower TB prevalence and the size of the stigmatised infectious population. The study further reveals a counterintuitive effect of fear, as moderate levels encourage preventive behaviours, whereas excessive fear intensifies stigma and discourages timely treatment seeking, thereby prolonging transmission. Our findings emphasise that health education alone is insufficient without sustained financial support. Moreover, fear-driven isolation may reduce short-term transmission but imposes substantial social costs. These results underscore the importance of integrating biomedical interventions with targeted psychosocial strategies, underpinned by long-term, stable funding, to achieve sustainable TB control in high-burden communities.

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Cite This Study

Mbalilo et al. (2026) studied this question.

synapsesocial.com/papers/69e07c972f7e8953b7cbdbaehttps://doi.org/10.1186/s13662-026-04086-z
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