MATHEMATICAL MODEL OF DENGUE TRANSMISSION IN BANDUNG CITY WITH HUMAN MOBILITY CONSIDERATION
From 2024 until the 22nd week, Indonesia experienced a surge in dengue infection cases, with Bandung and parts of DKI Jakarta among the top five contributors of the highest dengue cases. The current ease of access and variety of transportation modes have made human mobility between these two citi...
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id-itb.:831312024-08-02T15:01:49ZMATHEMATICAL MODEL OF DENGUE TRANSMISSION IN BANDUNG CITY WITH HUMAN MOBILITY CONSIDERATION Raynaldo Septyawan, Stefanus Indonesia Theses mathematical model, dengue transmission, human mobility, cumulative generator operator, infection rate, effective reproduction number. INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/83131 From 2024 until the 22nd week, Indonesia experienced a surge in dengue infection cases, with Bandung and parts of DKI Jakarta among the top five contributors of the highest dengue cases. The current ease of access and variety of transportation modes have made human mobility between these two cities wellconnected. Therefore, human mobility between Bandung and Jakarta is an important and intriguing consideration in research related to the spread of dengue, particularly in Bandung. This study examines the dynamics of dengue transmission in Bandung City by considering human mobility between Bandung and Jakarta, utilizing vehicles via the toll access available in Bandung. A dengue transmission model for Bandung was constructed using the SEIR-UV host-vector compartment model, which incorporates parameter for the proportion of human mobility between Bandung and Jakarta. A cumulative approach was used to derive the model analytical solution and dengue infection rate by defining a cumulative generator operator. Multilogistic functions with six logistic terms was chosen to fit the weekly cumulative data of dengue incidence in Bandung and Jakarta from 2017 to 2019. Numerical simulations of the dengue infected human population in Bandung showed a good fit with the weekly incidence data for Bandung from 2017 to 2019, while the impact of human mobility was explored through numerical simulations of the infection rate and the effective reproduction number of dengue in Bandung. The results of numerical simulations using three mobility scenarios indicate that the potential for dengue spread in Bandung tends to increase when the number of people moving out of the city rises. However, the potential for dengue spread tends to decrease when the number of people entering the city increases. text |
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From 2024 until the 22nd week, Indonesia experienced a surge in dengue infection
cases, with Bandung and parts of DKI Jakarta among the top five contributors
of the highest dengue cases. The current ease of access and variety of
transportation modes have made human mobility between these two cities wellconnected.
Therefore, human mobility between Bandung and Jakarta is an
important and intriguing consideration in research related to the spread of dengue,
particularly in Bandung. This study examines the dynamics of dengue transmission
in Bandung City by considering human mobility between Bandung and
Jakarta, utilizing vehicles via the toll access available in Bandung. A dengue
transmission model for Bandung was constructed using the SEIR-UV host-vector
compartment model, which incorporates parameter for the proportion of human
mobility between Bandung and Jakarta. A cumulative approach was used to derive
the model analytical solution and dengue infection rate by defining a cumulative
generator operator. Multilogistic functions with six logistic terms was chosen to
fit the weekly cumulative data of dengue incidence in Bandung and Jakarta from
2017 to 2019. Numerical simulations of the dengue infected human population
in Bandung showed a good fit with the weekly incidence data for Bandung from
2017 to 2019, while the impact of human mobility was explored through numerical
simulations of the infection rate and the effective reproduction number of dengue
in Bandung. The results of numerical simulations using three mobility scenarios
indicate that the potential for dengue spread in Bandung tends to increase when the
number of people moving out of the city rises. However, the potential for dengue
spread tends to decrease when the number of people entering the city increases. |
format |
Theses |
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Raynaldo Septyawan, Stefanus |
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Raynaldo Septyawan, Stefanus MATHEMATICAL MODEL OF DENGUE TRANSMISSION IN BANDUNG CITY WITH HUMAN MOBILITY CONSIDERATION |
author_facet |
Raynaldo Septyawan, Stefanus |
author_sort |
Raynaldo Septyawan, Stefanus |
title |
MATHEMATICAL MODEL OF DENGUE TRANSMISSION IN BANDUNG CITY WITH HUMAN MOBILITY CONSIDERATION |
title_short |
MATHEMATICAL MODEL OF DENGUE TRANSMISSION IN BANDUNG CITY WITH HUMAN MOBILITY CONSIDERATION |
title_full |
MATHEMATICAL MODEL OF DENGUE TRANSMISSION IN BANDUNG CITY WITH HUMAN MOBILITY CONSIDERATION |
title_fullStr |
MATHEMATICAL MODEL OF DENGUE TRANSMISSION IN BANDUNG CITY WITH HUMAN MOBILITY CONSIDERATION |
title_full_unstemmed |
MATHEMATICAL MODEL OF DENGUE TRANSMISSION IN BANDUNG CITY WITH HUMAN MOBILITY CONSIDERATION |
title_sort |
mathematical model of dengue transmission in bandung city with human mobility consideration |
url |
https://digilib.itb.ac.id/gdl/view/83131 |
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