Cluster Analysis Using the Hierarki Method  For Grouping Sub-Districts in The District Steps Based on Health Indicators

Khairun Nisa; Rina Filia Sari; Hendra Cipta; Ismail Husein

doi:10.30829/zero.v4i1.7934

Cluster Analysis Using the Hierarki Method For Grouping Sub-Districts in The District Steps Based on Health Indicators

Khairun Nisa, Rina Filia Sari, Hendra Cipta, Ismail Husein

Abstract

Cluster analysis is a method used to group objects based on similarity of characteristics they have. Cluster analysis using the hierarchy method is a method with a grouping process that is used in stages. Health is a condition where a person is not sick, has no complaints, and can carry out daily activities. To find out information about the level of health in Langkat Regency, it is necessary to use the grouping method. The grouping was carried out in 23 districts in Langkat Regency. The purpose of this study is to classify sub-districts in Langkat Regency which have similar characteristics based on health indicators through the square euclidian distance is used to measure the similarity between object pairs and the ward method. From the results of cluster analysis using the ward method.

Keywords

Cluster Analysis, Hierarchical Methods, Health, Square Euclidian Distance.

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References

Alwi, Wahidah, Muh. Hasrul. 2018. Cluster Analysis for Regency / City Grouping in South Sulawesi Province Based on Community Welfare Indicators. MSA Journal. Vol. 6, No. 1.

Aprilia, Ni Wayan A, I Gusti M. S, Kartika S. 2016. Grouping Villages in the City of Denpasar According to Educational Indicators. Mathematical E-Journal. Vol. 5, No. 2.

Central Statistics Agency. 2018. Langkat District People's Welfare Indicator 2018. Taken fromhttps://langkatkab.bps.go.id. North Sumatra: Central Statistics Agency of Langkat Regency.

Gundono.2011. Multivariate Data Analysis. Ed. 1. Yogyakarta.

Hair, Joseph F., Black, WC, Babin, BJ, et al. 2009. Multivariate Data Analysis (7th ed). Upper Saddle River: Prentice-Hall International, Inc.

Husein, Ismali. Rina Filia, Sumardi. 2017. Matrices and Linear Transformations. Medan: Pranada Media Group.

Husein, Ismail H Mawengkang, S Suwilo "Modeling the Transmission of Infectious Disease in a Dynamic Network" Journal of Physics: Conference Series 1255 (1), 012052, 2019.

Husein, Ismail, Herman Mawengkang, Saib Suwilo, and Mardiningsih. "Modelling Infectious Disease in Dynamic Networks Considering Vaccine." Systematic Reviews in Pharmacy 11.2, pp. 261-266, 2020.

Muqdad Irhaeem Kadhim, Ismail Husein. "Pharmaceutical and Biological Application of New Synthetic Compounds of Pyranone, Pyridine, Pyrmidine, Pyrazole and Isoxazole Incorporating on 2-Flouroquinoline Moieties." Systematic Reviews in Pharmacy 11 (2020), 679-684. doi:10.5530/srp.2020.2.98.

Hamidah Nasution, Herlina Jusuf, Evi Ramadhani, Ismail Husein. "Model of Spread of Infectious Diseases." Systematic Reviews in Pharmacy 11 (2020), 685-689. doi:10.5530/srp.2020.2.99.

Husein, Ismail, Dwi Noerjoedianto, Muhammad Sakti, Abeer Hamoodi Jabbar. "Modeling of Epidemic Transmission and Predicting the Spread of Infectious Disease." Systematic Reviews in Pharmacy 11.6 (2020), 188-195. Print. doi:10.31838/srp.2020.6.30

Husein, Ismail, YD Prasetyo, S Suwilo "Upper generalized exponents of two-colored primitive extremal ministrong digraphs"AIP Conference Proceedings 1635 (1), 430-439, 2014

S Sitepu, H Mawengkang, I Husein “Optimization model for capacity management and bed scheduling for hospital” IOP Conference Series: Materials Science and Engineering 300 (1), 01,2016.

Syah Rahmad, M K M Nasution, Ismail Husein, Marischa Elveny, “Optimization Tree Based Inference to Customer Behaviors in Dynamic Control System”, International Journal of Advanced Science and Technology, pp. 1102 – 1109,2020.

Husein Ismail, Rahmad Syah, “Model of Increasing Experiences Mathematics Learning with Group Method Project”, International Journal of Advanced Science and Technology, pp. 1133-1138, 2020.

Husein, Ismail. 2017.Filsafat Sains. Medan: Perdana Publishing.

I Husein, RF Sari, H Sumardi, M Furqan, 2017, Matriks dan transformasi linear, Jakarta: Prenada Media Group

Syah Rahmad, Mahyuddin K.M Nasution, Ismail Husein, “Dynamic Control Financial Supervision (OJK) for Growth Customer Behavior using KYC System”, International Journal of Advanced Science and Technology, pp. 1110 – 1119, 2020.

Rencher, Alvin C. 2002. Method of Multivariate Analysis Second Edition. Canada: John Wiley & Sons.

Santoso, Singgih. 2015. Mastering Multivariate Statistics Basic Concepts and Applications with SPSS. Jakarta: PT Elex Media Komputindo.

Simamora, B. 2005. Multivariate Marketing Analysis. Ed. 1. Jakarta: PT Gramedia Reader.

Sukmawati. 2017. Cluster Analysis with Hierarchy Method for Grouping Regencies / Cities in South Sulawesi Province Based on Macroeconomic Indicators. Makassar: UIN Alauddin Makassar.

Muqdad Irhaeem Kadhim, Ismail Husein, Lelya Hilda, Sajaratud Dur, Abeer Hamoodi jabbar. "The Effect for Chloroquines and Hydroxychloroquines as Experimental therapy of Coronavirus-19." Journal of Critical Reviews 7 (2020), 305-309. doi:10.31838/jcr.07.17.43

Hawraa A. Al-Ameer Humood, Ismail Husein, Lelya Hilda, Sajaratud Dur, Muqdad I.Kadhim. "Synthesis the seven-ring compounds (oxazepine) from the principles of schiff bases and study the biological activity of them." Journal of Critical Reviews 7 (2020), 292-304. doi:10.31838/jcr.07.17.42

DOI: http://dx.doi.org/10.30829/zero.v4i1.7934

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Department of Mathematics
Faculty of Science and Technology
Universitas Islam Negeri Sumatera Utara Medan

Email: mtk.saintek@uinsu.ac.id

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