Regional network (centrality) and Covid-19 spread in West Kalimantan

(1) * S Muazir Mail (Department of Architecture, Faculty of Engineering, Universitas Tanjungpura, Indonesia)
(2) Lestari Lestari Mail (Department of Architecture, Faculty of Engineering, Universitas Tanjungpura, Indonesia)
(3) M R Alhamdani Mail (Department of Architecture, Faculty of Engineering, Universitas Tanjungpura, Indonesia)
(4) M Nurhamsyah Mail (Department of Architecture, Faculty of Engineering, Universitas Tanjungpura, Indonesia)
*corresponding author

Abstract


At the end of 2019, the disease was identified in the Wuhan region China as coronavirus 2019 or Coronavirus Disease (Covid-19). This disease quickly spread to other nations, including Indonesia and West Kalimantan. The alert for the Covid-19 outbreak in West Kalimantan began with the release of the Covid-19 emergency response circular letter by the Governor of Kalbar. The spread of infectious diseases can occur because of the “connectivity” between areas. This paper is intended to describe the interaction between cities/ regencies in West Kalimantan and the relation to the spread of the Covid-19 pandemic. This paper used centrality measurement (network analysis) as a primary method. Afterward, it will then be superimposed with the Covid-19 spread data, which results in several trends in the position of each regency. From findings, cities/ regencies with high centrality scores tend to have a high number of confirmed cases (positive) of Covid-19.

   

DOI

https://doi.org/10.31763/aet.v1i1.665
      

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References


[1] C. CDC Weekly, “Reported Cases and Deaths of National Notifiable Infectious Diseases — China, December, 2019,” China CDC Weekly, 2020, Vol. 2, Issue 6, Pages 94-95, vol. 2, no. 6, pp. 94–95, Feb. 2020, doi: 10.46234/CCDCW2020.027.

[2] J. F. W. Chan et al., “A familial cluster of pneumonia associated with the 2019 novel coronavirus indicating person-to-person transmission: a study of a family cluster,” Lancet, vol. 395, no. 10223, pp. 514–523, Feb. 2020, doi: 10.1016/S0140-6736(20)30154-9.

[3] C. Huang et al., “Clinical features of patients infected with 2019 novel coronavirus in Wuhan, China,” Lancet, vol. 395, no. 10223, pp. 497–506, Feb. 2020, doi: 10.1016/S0140-6736(20)30183-5.

[4] W. Guan et al., “Clinical Characteristics of Coronavirus Disease 2019 in China,” N. Engl. J. Med., vol. 382, no. 18, pp. 1708–1720, Apr. 2020, doi: 10.1056/NEJMOA2002032/SUPPL_FILE/NEJMOA2002032_DISCLOSURES.PDF.

[5] N. Chen et al., “Epidemiological and clinical characteristics of 99 cases of 2019 novel coronavirus pneumonia in Wuhan, China: a descriptive study,” Lancet, vol. 395, no. 10223, pp. 507–513, Feb. 2020, doi: 10.1016/S0140-6736(20)30211-7.

[6] Q. Li et al., “Early Transmission Dynamics in Wuhan, China, of Novel Coronavirus–Infected Pneumonia,” N. Engl. J. Med., vol. 382, no. 13, pp. 1199–1207, Mar. 2020, doi: 10.1056/NEJMOA2001316/SUPPL_FILE/NEJMOA2001316_DISCLOSURES.PDF.

[7] S. Asadi, N. Bouvier, A. S. Wexler, and W. D. Ristenpart, “The coronavirus pandemic and aerosols: Does COVID-19 transmit via expiratory particles?,” https://doi.org/10.1080/02786826.2020.1749229, vol. 54, no. 6, pp. 635–638, Jun. 2020, doi: 10.1080/02786826.2020.1749229.

[8] “Coronavirus Transmission: How COVID-19 Spreads - Worldometer.” Accessed Mar. 12, 2023. [Online]. Available: https://www.worldometers.info/coronavirus/transmission/.

[9] L. Liu, “Emerging study on the transmission of the Novel Coronavirus (COVID-19) from urban perspective: Evidence from China,” Cities, vol. 103, p. 102759, Aug. 2020, doi: 10.1016/J.CITIES.2020.102759.

[10] “First coronavirus cases confirmed in Indonesia amid fears nation is ill-prepared for outbreak | Indonesia | The Guardian.” Accessed Mar. 12, 2021. [Online]. Available: https://www.theguardian.com/world/2020/mar/02/first-coronavirus-cases-confirmed-in-indonesiaamid-fears-nation-is-ill-prepared-for-outbreak.

[11] “Indonesia confirms first cases of coronavirus.” Accessed Mar. 12, 2021. [Online]. Available: https://www.bangkokpost.com/world/1869789/indonesia-confirms-first-cases-of-coronavirus.

[12] “Sebaran Covid-19 | Dinas Kesehatan Provinsi Kalimantan Barat.” Accessed Mar. 12, 2021. [Online]. Available: https://dinkes.kalbarprov.go.id/sebaran-covid-19/.

[13] G. Lawyer, “Measuring the potential of individual airports for pandemic spread over the world airline network,” BMC Infect. Dis., vol. 16, no. 1, pp. 1–10, Feb. 2016, doi: 10.1186/S12879-016-1350- 4/FIGURES/5.

[14] N. Tuncer and T. Le, “Effect of air travel on the spread of an avian influenza pandemic to the United States,” Int. J. Crit. Infrastruct. Prot., vol. 7, no. 1, pp. 27–47, Mar. 2014, doi: 10.1016/J.IJCIP.2014.02.001.

[15] R. F. Grais, J. H. Ellis, and G. E. Glass, “Assessing the impact of airline travel on the geographic spread of pandemic influenza,” Eur. J. Epidemiol., vol. 18, no. 11, pp. 1065–1072, 2003, doi: 10.1023/A:1026140019146/METRICS.

[16] M. Sokol, “Regional Connectivity,” Int. Encycl. Hum. Geogr. Second Ed., pp. 253–267, Jan. 2009, doi: 10.1016/B978-0-08-102295-5.10116-7.

[17] J. A. Downs and M. W. Horner, “Probabilistic potential path trees for visualizing and analyzing vehicle tracking data,” J. Transp. Geogr., vol. 23, pp. 72–80, Jul. 2012, doi: 10.1016/J.JTRANGEO.2012.03.017.

[18] “Analyzing Social Networks.” Accessed Mar. 12, 2023. [Online]. Available: https://uk.sagepub.com/en-gb/eur/analyzing-social-networks/book255068.

[19] “Borgatti, S. P., Everett, M. G., & Freeman, L. C. (2002). Ucinet 6 for Windows Software for Social Network Analysis. Harvard, MA Analytic Technologies. - References - Scientific Research Publishing.” accessed Mar. 12, 2021. [Online]. Available: https://www.scirp.org/(S(vtj3fa45qm1ean45vvffcz55))/reference/ReferencesPapers.aspx?ReferenceI D=1992656.

[20] “Geoportal Pemerintah Provinsi Kalimantan Barat.” http://geospasial.kalbarprov.go.id/ (accessed Mar. 12, 2023).

[21] “Network Analysis and Tourism.” Accessed Mar. 12, 2023. [Online]. Available: https://www.degruyter.com/document/doi/10.21832/9781845410896/html.

[22] S. Wasserman and K. Faust, Social Network Analysis: Methods and Applications. Cambridge University Press, 1994.

[23] “Robert Hanneman’s Homepage.” Accessed Mar. 12, 2021. [Online]. Available: http://faculty.ucr.edu/~hanneman/.

[24] S. P. Borgatti, “Centrality and network flow,” Soc. Networks, vol. 27, no. 1, pp. 55–71, Jan. 2005, doi: 10.1016/J.SOCNET.2004.11.008.


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Applied Engineering and Technology
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