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1.
Math Biosci ; 306: 160-169, 2018 12.
Artículo en Inglés | MEDLINE | ID: mdl-30291857

RESUMEN

Infectious diseases can have a large impact on society, as they cause morbidity, mortality, unemployment, inequality and other adverse effects. Mathematical models are invaluable tools in understanding and describing disease dynamics with preventive measures for controlling the disease. The roles of media coverage and behavioral changes due to externally imposed factors on the disease dynamics are well studied. However, the effect of self-imposed psychological fear on the disease transmission has not been considered in extant research, and this gap is addressed in the present investigation. We propose a simple SI-type model for HIV/AIDS to assess the effects of media and self-imposed psychological fear on the disease dynamics. Local and global dynamics of the system are studied. Global sensitivity analysis is performed to identify the most influential parameters that have significant impact on the basic reproduction number. After calibrating our model using HIV case data-sets for Uganda and Tanzania, we calculate the basic reproduction numbers in the study period using the estimated parameters. Furthermore, a comparison of the effects of awareness and self-imposed psychological fear effects reveals that awareness is more effective in eliminating the burden of HIV infection.


Asunto(s)
Miedo , Infecciones por VIH/psicología , Infecciones por VIH/transmisión , Modelos Psicológicos , Concienciación , Número Básico de Reproducción , Infecciones por VIH/prevención & control , Conductas Relacionadas con la Salud , Conocimientos, Actitudes y Práctica en Salud , Humanos , Medios de Comunicación de Masas , Conceptos Matemáticos , Dinámicas no Lineales , Tanzanía , Uganda
2.
PLoS One ; 12(2): e0172465, 2017.
Artículo en Inglés | MEDLINE | ID: mdl-28222162

RESUMEN

Visceral leishmaniasis (VL) is a deadly neglected tropical disease that poses a serious problem in various countries all over the world. Implementation of various intervention strategies fail in controlling the spread of this disease due to issues of parasite drug resistance and resistance of sandfly vectors to insecticide sprays. Due to this, policy makers need to develop novel strategies or resort to a combination of multiple intervention strategies to control the spread of the disease. To address this issue, we propose an extensive SIR-type model for anthroponotic visceral leishmaniasis transmission with seasonal fluctuations modeled in the form of periodic sandfly biting rate. Fitting the model for real data reported in South Sudan, we estimate the model parameters and compare the model predictions with known VL cases. Using optimal control theory, we study the effects of popular control strategies namely, drug-based treatment of symptomatic and PKDL-infected individuals, insecticide treated bednets and spray of insecticides on the dynamics of infected human and vector populations. We propose that the strategies remain ineffective in curbing the disease individually, as opposed to the use of optimal combinations of the mentioned strategies. Testing the model for different optimal combinations while considering periodic seasonal fluctuations, we find that the optimal combination of treatment of individuals and insecticide sprays perform well in controlling the disease for the time period of intervention introduced. Performing a cost-effective analysis we identify that the same strategy also proves to be efficacious and cost-effective. Finally, we suggest that our model would be helpful for policy makers to predict the best intervention strategies for specific time periods and their appropriate implementation for elimination of visceral leishmaniasis.


Asunto(s)
Simulación por Computador , Control de Insectos/métodos , Insectos Vectores/parasitología , Leishmania , Leishmaniasis Visceral/prevención & control , Modelos Teóricos , Psychodidae/parasitología , Animales , Antiprotozoarios/economía , Antiprotozoarios/uso terapéutico , Análisis Costo-Beneficio , Reservorios de Enfermedades , Costos de los Medicamentos , Humanos , India/epidemiología , Mordeduras y Picaduras de Insectos/epidemiología , Mordeduras y Picaduras de Insectos/parasitología , Control de Insectos/economía , Mosquiteros Tratados con Insecticida/economía , Insecticidas/economía , Leishmaniasis Cutánea/tratamiento farmacológico , Leishmaniasis Cutánea/epidemiología , Leishmaniasis Visceral/economía , Leishmaniasis Visceral/epidemiología , Leishmaniasis Visceral/transmisión , Estaciones del Año
3.
PLoS One ; 12(2): e0171102, 2017.
Artículo en Inglés | MEDLINE | ID: mdl-28166308

RESUMEN

In this paper, a deterministic model involving the transmission dynamics of malaria/visceral leishmaniasis co-infection is presented and studied. Optimal control theory is then applied to investigate the optimal strategies for curtailing the spread of the diseases using the use of personal protection, indoor residual spraying and culling of infected reservoirs as the system control variables. Various combination strategies were examined so as to investigate the impact of the controls on the spread of the disease. And we investigated the most cost-effective strategy of all the control strategies using three approaches, the infection averted ratio (IAR), the average cost-effectiveness ratio (ACER) and incremental cost-effectiveness ratio (ICER). Our results show that the implementation of the strategy combining all the time dependent control variables is the most cost-effective control strategy. This result is further emphasized by using the results obtained from the cost objective functional, the ACER, and the ICER.


Asunto(s)
Coinfección , Análisis Costo-Beneficio , Leishmaniasis Visceral/prevención & control , Malaria/prevención & control , Algoritmos , Animales , Simulación por Computador , Reservorios de Enfermedades , Humanos , Leishmaniasis Visceral/transmisión , Malaria/transmisión , Modelos Teóricos , Equipo de Protección Personal
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