Sensitivity Analysis of the Effective Reproduction Number in a Sarawak Rabies Epidemic Model

For past decades, investigations on the transmission dynamics of canine-mediated rabies as well as the best practice for rabies control efforts have utilized mathematical models. In this paper, sensitivity of the effective reproduction number to model parameters is investigated by employing Normal...

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Main Authors: Nur Asheila, Abdul Taib, Jane, Labadin
Format: Proceeding
Language:English
Published: IEEExplore 2022
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Online Access:http://ir.unimas.my/id/eprint/41344/2/Sensitivity%20Analysis.pdf
http://ir.unimas.my/id/eprint/41344/
https://ieeexplore.ieee.org/document/10039940
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Institution: Universiti Malaysia Sarawak
Language: English
id my.unimas.ir.41344
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spelling my.unimas.ir.413442023-02-20T04:02:54Z http://ir.unimas.my/id/eprint/41344/ Sensitivity Analysis of the Effective Reproduction Number in a Sarawak Rabies Epidemic Model Nur Asheila, Abdul Taib Jane, Labadin QA Mathematics For past decades, investigations on the transmission dynamics of canine-mediated rabies as well as the best practice for rabies control efforts have utilized mathematical models. In this paper, sensitivity of the effective reproduction number to model parameters is investigated by employing Normalized Forward Sensitivity Index. A Susceptible-Exposed-Infectious-Vaccinated (SEIV) model for rabies is formulated and the effective reproduction number is derived through the Next Generation Matrix method. The sensitivity analysis has identified dog-to-dog transmission rate and rate of newborn dogs as the most impactful parameters that contribute to the number of secondary infections. The result highlighted the significance of dog population management to curtail rabies transmission. This is crucial in aiding public health decision-makers as these influential parameters can be targeted for rabies control and intervention strategies. IEEExplore 2022 Proceeding PeerReviewed text en http://ir.unimas.my/id/eprint/41344/2/Sensitivity%20Analysis.pdf Nur Asheila, Abdul Taib and Jane, Labadin (2022) Sensitivity Analysis of the Effective Reproduction Number in a Sarawak Rabies Epidemic Model. In: 2022 International Conference on Future Trends in Smart Communities (ICFTSC), 1-2 December 2022, Borneo Conventional Centre Kuching Sarawak. https://ieeexplore.ieee.org/document/10039940
institution Universiti Malaysia Sarawak
building Centre for Academic Information Services (CAIS)
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Sarawak
content_source UNIMAS Institutional Repository
url_provider http://ir.unimas.my/
language English
topic QA Mathematics
spellingShingle QA Mathematics
Nur Asheila, Abdul Taib
Jane, Labadin
Sensitivity Analysis of the Effective Reproduction Number in a Sarawak Rabies Epidemic Model
description For past decades, investigations on the transmission dynamics of canine-mediated rabies as well as the best practice for rabies control efforts have utilized mathematical models. In this paper, sensitivity of the effective reproduction number to model parameters is investigated by employing Normalized Forward Sensitivity Index. A Susceptible-Exposed-Infectious-Vaccinated (SEIV) model for rabies is formulated and the effective reproduction number is derived through the Next Generation Matrix method. The sensitivity analysis has identified dog-to-dog transmission rate and rate of newborn dogs as the most impactful parameters that contribute to the number of secondary infections. The result highlighted the significance of dog population management to curtail rabies transmission. This is crucial in aiding public health decision-makers as these influential parameters can be targeted for rabies control and intervention strategies.
format Proceeding
author Nur Asheila, Abdul Taib
Jane, Labadin
author_facet Nur Asheila, Abdul Taib
Jane, Labadin
author_sort Nur Asheila, Abdul Taib
title Sensitivity Analysis of the Effective Reproduction Number in a Sarawak Rabies Epidemic Model
title_short Sensitivity Analysis of the Effective Reproduction Number in a Sarawak Rabies Epidemic Model
title_full Sensitivity Analysis of the Effective Reproduction Number in a Sarawak Rabies Epidemic Model
title_fullStr Sensitivity Analysis of the Effective Reproduction Number in a Sarawak Rabies Epidemic Model
title_full_unstemmed Sensitivity Analysis of the Effective Reproduction Number in a Sarawak Rabies Epidemic Model
title_sort sensitivity analysis of the effective reproduction number in a sarawak rabies epidemic model
publisher IEEExplore
publishDate 2022
url http://ir.unimas.my/id/eprint/41344/2/Sensitivity%20Analysis.pdf
http://ir.unimas.my/id/eprint/41344/
https://ieeexplore.ieee.org/document/10039940
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