Repository Universitas Pakuan

Detail Karya Ilmiah Dosen

Yusma Yanti, Septian Rahardiantoro

Judul : Identification of Factors Affecting Tuberculosis in West Java using Spatial Modeling

Abstrak :
Tuberculosis (TB) is an infectious disease caused by the bacillus Mycobacterium tuberculosis. In 2017 WHO records there are 1.7 billion TB sufferers in the world. Whereas in the same year TB sufferers in Indonesia reached 421 thousand cases and 10 thousand of them were in the province of West Java. In this study, the factors that suspected to influence TB include poverty, population density and malnutrition were analyzed by looking at the spatial aspects. In addition to these factors, smoking and consuming alcoholic beverages can also trigger TB. The method used was Spatial Autoregressive Model (SARM), Spatial Error Model (SEM), and Generalized Spatial Model (GSM), then the best model is chosen based on the best criteria of lagrange multiplayer test. The result indicated that SEM performed better than others, with the following significant variables were malnutrition and unemployment factor.

Tahun : 2019 Media Publikasi : Jurnal Internasional

Kategori : Prosiding No/Vol/Tahun : 012009 / 621 / 2019

ISSN/ISBN : IOP Conf. Series: Materials Science and Engineerin

PTN/S : Universitas Pakuan Program Studi : ILMU KOMPUTER

Bibliography :
Anselin L. 1988. Spatial Econometrics: Methods and Models. Academic Publishers. Dordrecht.

Anselin L. 2007. Spatial Regression Analysis in R A Workbook. Center for Spatially Integrated Social Science.

BPS-Statistics of West Java Province. 2018. Jawa Barat Province in Figure. Adiatama, CV

Jerrett M, Gale S, Kontgis C. 2010. Spatial Modeling in Environmental and Public Health Research. Int. J. Environ. Res. Public Health. 7. pp 1302-1329

Sander HA, Ghosh D, Riper Rv, Manson SM. 2010. How do you measure distance in spatial models? An example using open-space valuation. Environment and Planning B: Planning and Design. 37. pp 874-894

Zumla A, Raviglione M, Hafner R, Reyn CFv. 2013. Current Concepts Tuberculosis. The New England Journal of Medicine. 368:8. pp 745-755.

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Detail Karya Ilmiah Dosen

Yusma Yanti, Septian Rahardiantoro

Judul	:	Identification of Factors Affecting Tuberculosis in West Java using Spatial Modeling
Abstrak	:	Tuberculosis (TB) is an infectious disease caused by the bacillus Mycobacterium tuberculosis. In 2017 WHO records there are 1.7 billion TB sufferers in the world. Whereas in the same year TB sufferers in Indonesia reached 421 thousand cases and 10 thousand of them were in the province of West Java. In this study, the factors that suspected to influence TB include poverty, population density and malnutrition were analyzed by looking at the spatial aspects. In addition to these factors, smoking and consuming alcoholic beverages can also trigger TB. The method used was Spatial Autoregressive Model (SARM), Spatial Error Model (SEM), and Generalized Spatial Model (GSM), then the best model is chosen based on the best criteria of lagrange multiplayer test. The result indicated that SEM performed better than others, with the following significant variables were malnutrition and unemployment factor.
Tahun	:	2019	Media Publikasi	:	Jurnal Internasional
Kategori	:	Prosiding	No/Vol/Tahun	:	012009 / 621 / 2019
ISSN/ISBN	:	IOP Conf. Series: Materials Science and Engineerin
PTN/S	:	Universitas Pakuan	Program Studi	:	ILMU KOMPUTER
Bibliography	:	Anselin L. 1988. Spatial Econometrics: Methods and Models. Academic Publishers. Dordrecht. Anselin L. 2007. Spatial Regression Analysis in R A Workbook. Center for Spatially Integrated Social Science. BPS-Statistics of West Java Province. 2018. Jawa Barat Province in Figure. Adiatama, CV Jerrett M, Gale S, Kontgis C. 2010. Spatial Modeling in Environmental and Public Health Research. Int. J. Environ. Res. Public Health. 7. pp 1302-1329 Sander HA, Ghosh D, Riper Rv, Manson SM. 2010. How do you measure distance in spatial models? An example using open-space valuation. Environment and Planning B: Planning and Design. 37. pp 874-894 Zumla A, Raviglione M, Hafner R, Reyn CFv. 2013. Current Concepts Tuberculosis. The New England Journal of Medicine. 368:8. pp 745-755.
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