Vector Autoregressive Modeling on Cases of Malaria Based on the Tribal in Tanah Bumbu District

Abdul Khair, Sarmanu Sarmanu, Santi Martini, Bambang Widjanarko Otok

Abstract


The number of malaria in this area always has the tendency of the most compared to the city/district in South Kalimantan Province. Behavior is internalisation factor from the level of knowledge, attitudes and actions of a person who influenced by customs, customs and belief in certain things that has been handed down by his ancestors. The behavior of a community group can be different from the other groups so that they formed a group behavior or can be said tribal behavior.The purpose of this research predicts that the number of the prevalence of malaria in Tanah Bumbu tribal based with Y1t : the tribe of Banjar, Y2t : Javanese,  Y3t : the tribe of Bugis, and Y4t : other tribes using vector autoregressive (VAR) model. The results of the study showed with Granger Causality approach there is a relationship between the amount of the prevalence of Malaria Javanese with other tribes, Bugis tribe with other tribes. The relationship is strengthened in the VAR model, which is the number of the prevalence of Malaria Javanese influenced by the number of the prevalence of Malaria Javanese at period t-1, and the number of the prevalence of Malaria tribe Bugis at period t-1. While the number of the prevalence of Malaria tribe Bugis influenced by the number of the prevalence of Malaria Other tribes in the period t-2.

Keywords


Malaria, Tanah Bumbu, VAR, Tribe Banjar, Javanese, Tribe Bugis, Other tribes

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References


Alemu, K., Worku, A., Berhane, Y., Kumie, A., (2014). Men Traveling Away from Home Are More Likely to Bring Malaria into High Altitude Villages, Nortwest Ethiopia. Public Library of Science (PLoS ONE), 9.

Alisjahbana, AS., Tuwo, LD., Sardjunani, N., Prawiradinata, RS., Subandi, Sanjoyo, Hadiat, Darajati, W., Riyati, T., Iryanti, R., Ratman, DR, Jalal , F., Atmawikarta, A., Darmadji, D., Nurdin, MH., Mayangsari, P., (2012). Laporan Pencapaian Tujuan Pembangunan Milenium di Indonesia 2011, Kementerian Perencanaan Pembangunan Nasional/Badan Perencanaan Pembangunan Nasional (Bappenas), Jakarta.

Arsin, AA., 2012. Malaria di Indonesia Tinjauan Aspek Epidemiologi. Masagena Press, Makassar.

Balibangkes, 2013. Riset Kesehatan Dasar. Jakarta: Kementerian Kesehatan Republik Indonesia.

Bashar, K., Al-Amin, HM., Reza, MS., Islam, M., Asaduzzaman, Ahmed, TU., (2012). Socio-demographic factors influencing knowledge, attitude and practice (KAP) regarding malaria in Bangladesh, BioMed Central Journal, pp. 12:1084.

Berthelemy, JC., Thuilliez, J., Doumbo, O., Gaudart, J., (2013). Malaria and Protective Behaviours: Is There a Malaria Trap? Malaria Journal, pp.12:200.

Biro Pusat Statistik (BPS) Kabupaten Tanah Bumbu, (2014). Tanah Bumbu Dalam Angka.

Box, G.E.P., Jenkins, G.M., dan Reinsel, G.C. (1994). Time Series Analysis: Forecasting and Control. 3rd edition, Englewood Cliffs: Prentice Hall.

Bowerman, B.L., O’Connell, R.T., and Koehler, A.B. (2004). Forecasting, Time Series, and Regression: An Applied Approach, 4^th edition. Belmont, California : Duxbury Press.

Cryer, J.D., dan Chan, K.S. (2008). Time Series Analysis. Springer Science+Business Media, LLC. USA.

Enders, W. (2004). Applied Econometric Time Series. John Wiley & Sons Inc, New York.

Gujarati, D. (2003). Basic Econometric, McGraw-Hill, New York

Khair A., Sarmanu, Santi M., Bambang W. O., (2017). The Modeling of Malaria Cases Tribal Based in Tanah Bumbu Using Space Time Autoregressive. J. Appl. Environ. Biol. Sci., 7(10)214-219.

Lopuhaa, H.P. (2002). Space Time Autoregressive Models. Delft University of Technology. Jerman.

Lutkepohl, H. (2005). New Introduction to Multiple Time Series Analysis, New York: Springger

Pfeifer, P.E dan Deutsch, S.J. (1980a). A Three Stage Iterative Procedure for Space Time Modelling. Technometrics, 22 (1), 35-47.

Pfeifer, P.E dan Deutsch, S.J. (1980b). Identification and Interpretation of First Orde Space-Time ARMA Models. Technometrics, 22 (1), 397-408.

Stock, J.H. (2001). Vector Autoregressions. Journal of Economic Perspectives. Volume 15. 101-105

Wei, W.W.S. (2006). Time Series Analysis: Univariate and Multivariate Methods. Addison-Wesley Publishing Co., USA.




DOI: http://dx.doi.org/10.18860/ca.v5i3.5880

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