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Communications in Mathematical Biology and Neuroscience ISSN 2052-2541

Archives › Volume 2022 (2022)

Commun. Math. Biol. Neurosci. 2022 (2022), Article ID 28

On the use of generalized additive models in the impact of COVID-19 on human mobility using mobile positioning data in DKI Jakarta, Indonesia

H.T. Soblia, T. Toharudin, Y. Suparman, P.R. Sihombing

PDF (335.1 KB) https://doi.org/10.28919/cmbn/7213

Abstract

This paper presents a mobility indicator derived from anonymized and aggregated mobile positioning data. The mobility indicator captures insights into the mobility patterns of the human in DKI Jakarta and it is expected to inform responses against the Covid-19. As an application, the indicator is used to study the impact of Covid-19 on mobility in DKI Jakarta. It is found that daily cases of Covid-19 and physical distancing interventions significantly reduces the level of mobility. This finding will support policymakers in formulating the best data-driven approaches for coming out of Covid-19 pandemic and determining future scenarios in case of new outbreaks.

Published
21 March 2022
Volume
2022 (2022)
License
CC BY 3.0

Copyright © 2022 H.T. Soblia, T. Toharudin, Y. Suparman, P.R. Sihombing. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Cite this article

H. T. Soblia, T. Toharudin, Y. Suparman, P. R. Sihombing, On the use of generalized additive models in the impact of COVID-19 on human mobility using mobile positioning data in DKI Jakarta, Indonesia, Commun. Math. Biol. Neurosci. 2022 (2022), 28. https://doi.org/10.28919/cmbn/7213

BibTeX
@article{Soblia2022,
  author  = {Soblia, H.T. and Toharudin, T. and Suparman, Y. and Sihombing, P.R.},
  title   = {On the use of generalized additive models in the impact of COVID-19 on human mobility using mobile positioning data in DKI Jakarta, Indonesia},
  journal = {Commun. Math. Biol. Neurosci.},
  volume  = {2022},
  year    = {2022},
  pages   = {28},
  doi     = {10.28919/cmbn/7213}
}