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INTEGRATING HOUSING ENVIRONMENTAL FACTORS INTO THE SEIR MODEL FOR PULMONARY TUBERCULOSIS TRANSMISSION: A CASE STUDY IN BANJAR, INDONESIA

BAREKENG: Jurnal Ilmu Matematika dan Terapan · Vol. 20 No. 1 (2025) · pp. 0711–0728

DOI
10.30598/barekengvol20iss1pp0711-0728
ISSN
2615-3017, 1978-7227
Published
2025-11-24
Publisher
PATTIMURA UNIVERSITY
Language
eng
License
creativecommons.org/licenses/by-sa/4.0

Abstract

Pulmonary Tuberculosis (TB) remains one of the serious public health issues in Indonesia, including in Banjar Regency. The transmission of TB is not only influenced by biological and behavioral factors but also highly depends on the characteristics of the living environment. This study aims to analyze the influence of physical environmental factors of housing on the incidence of pulmonary TB, and to integrate the analysis results into a modified SEIR model. The research was conducted using a cross-sectional observational approach involving 73 respondents from the working areas of Puskesmas Martapura 1 and Martapura 2. Data were collected through direct observation and interviews, and analyzed using binary logistic regression to identify significant variables. The significant variables were subsequently integrated into the transmission rate parameters in the SEIR model. The results show that ventilation area and room temperature have a significant impact on the incidence of pulmonary TB. Empirical findings show that the probability of pulmonary TB incidence is highest (86.68%) when both ventilation and temperature are below standard, and lowest (26.23%) when both meet the standards. Partial compliance still results in a high probability of incidence (around 60%). The SEIR model simulation with environmental scenarios shows that living conditions that do not meet ventilation area and temperature standards result in more aggressive TB transmission. Conversely, living conditions that meet both standards significantly reduce the number of infected individuals and increase the recovery rate. This research emphasizes the importance of environment-based interventions in a comprehensive TB control strategy.

Collaboration network of the authors

40 authors · 84 co-authorship links · showing the 40 most connected

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  • Universitas Halu Oleo
  • Lambung Mangkurat University
  • Affiliation unknown
  • Different organisations
  • Same organisation
  • Affiliation unknown
  • Thicker line = more joint articles · bigger circle = more articles
Show as table
Co-authorOrganisationJoint articles
Suharty RoslanUniversitas Halu Oleo5
Bahtiar BahtiarUniversitas Halu Oleo4
Muhammad RusliUniversitas Halu Oleo3
La Ode Monto BautoUniversitas Halu Oleo2
Sulsalman MoitaUniversitas Halu Oleo2
Rety Reka MerlinsAffiliation unknown2
Juhaepa JuhaepaUniversitas Halu Oleo2
Jamaluddin HosUniversitas Halu Oleo2
M Najib HusainAffiliation unknown2
Fauzie RahmanLambung Mangkurat University2
Sumarlin SumarlinUniversitas Halu Oleo1
Dewi AnggrainiAffiliation unknown1
Rahman TandiAffiliation unknown1
Ratnawati RatnawatiAffiliation unknown1
Marliana MarlianaAffiliation unknown1
Iksan Mail SyahAffiliation unknown1
Keli SartikaAffiliation unknown1
Sarman SarmanAffiliation unknown1
Usnia UsniaAffiliation unknown1
Ardi YusufAffiliation unknown1
Angga SaputraAffiliation unknown1
Nirmawati NirmawatiAffiliation unknown1
Orin OrinAffiliation unknown1
Amnia AmniaAffiliation unknown1
Alimuddin AlimuddinAffiliation unknown1
La AlimanAffiliation unknown1
Tahrun KokoAffiliation unknown1
Hj. Suharty RoslanAffiliation unknown1
Wa SarianaAffiliation unknown1
Kasrin KasrinAffiliation unknown1
Ilham IlhamAffiliation unknown1
Muhammad ArsyadUniversitas Halu Oleo1
Susianti SusiantiAffiliation unknown1
Sri Fajar Rafia WaodeAffiliation unknown1
Halmina HalminaAffiliation unknown1
Jumayarni JumayarniAffiliation unknown1

Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.

Metadata source: OAI-PMH (metadata jurnal) https://ojs3.unpatti.ac.id/index.php/barekeng/oai, first harvested 5 Nov 2026, last seen 5 Nov 2026.
Original metadata (oai_dc)
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	<dc:title xml:lang="en-US">INTEGRATING HOUSING ENVIRONMENTAL FACTORS INTO THE SEIR MODEL FOR PULMONARY TUBERCULOSIS TRANSMISSION: A CASE STUDY IN BANJAR, INDONESIA</dc:title>
	<dc:creator>Yulida, Yuni</dc:creator>
	<dc:creator>Suhartono, Eko</dc:creator>
	<dc:creator>Anggraini, Dewi</dc:creator>
	<dc:creator>Arifin, Syamsul</dc:creator>
	<dc:description xml:lang="en-US">Pulmonary Tuberculosis (TB) remains one of the serious public health issues in Indonesia, including in Banjar Regency. The transmission of TB is not only influenced by biological and behavioral factors but also highly depends on the characteristics of the living environment. This study aims to analyze the influence of physical environmental factors of housing on the incidence of pulmonary TB, and to integrate the analysis results into a modified SEIR model. The research was conducted using a cross-sectional observational approach involving 73 respondents from the working areas of Puskesmas Martapura 1 and Martapura 2. Data were collected through direct observation and interviews, and analyzed using binary logistic regression to identify significant variables. The significant variables were subsequently integrated into the transmission rate parameters in the SEIR model. The results show that ventilation area and room temperature have a significant impact on the incidence of pulmonary TB. Empirical findings show that the probability of pulmonary TB incidence is highest (86.68%) when both ventilation and temperature are below standard, and lowest (26.23%) when both meet the standards. Partial compliance still results in a high probability of incidence (around 60%). The SEIR model simulation with environmental scenarios shows that living conditions that do not meet ventilation area and temperature standards result in more aggressive TB transmission. Conversely, living conditions that meet both standards significantly reduce the number of infected individuals and increase the recovery rate. This research emphasizes the importance of environment-based interventions in a comprehensive TB control strategy.</dc:description>
	<dc:publisher xml:lang="en-US">PATTIMURA UNIVERSITY</dc:publisher>
	<dc:date>2025-11-24</dc:date>
	<dc:type>info:eu-repo/semantics/article</dc:type>
	<dc:type>info:eu-repo/semantics/publishedVersion</dc:type>
	<dc:format>application/pdf</dc:format>
	<dc:identifier>https://ojs3.unpatti.ac.id/index.php/barekeng/article/view/18855</dc:identifier>
	<dc:identifier>10.30598/barekengvol20iss1pp0711-0728</dc:identifier>
	<dc:source xml:lang="en-US">BAREKENG: Jurnal Ilmu Matematika dan Terapan; Vol 20 No 1 (2026): BAREKENG: Journal of Mathematics and Its Application; 0711-0728</dc:source>
	<dc:source>2615-3017</dc:source>
	<dc:source>1978-7227</dc:source>
	<dc:source>10.30598/barekengvol20iss1year2026</dc:source>
	<dc:language>eng</dc:language>
	<dc:relation>https://ojs3.unpatti.ac.id/index.php/barekeng/article/view/18855/11783</dc:relation>
	<dc:rights xml:lang="en-US">Copyright (c) 2025 Yuni Yulida, Eko Suhartono, Dewi Anggraini, Syamsul Arifin</dc:rights>
	<dc:rights xml:lang="en-US">http://creativecommons.org/licenses/by-sa/4.0</dc:rights>
</oai_dc:dc>