Cluster Analysis of New Students at STKIP Pembangunan Indonesia during the COVID-19 Pandemic Based on Regional Origin

Sutamrin, Khadijah, Isma Muthahharah
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Abstract

This study aims to determine the distribution of origins of prospective new STKIP Pembangunan Indonesia students during the COVID-19 pandemic based on the student's name, religion adopted, chosen study program, and sources of information on new student admissions. The method used is clustering with a total sample of 27 regions in Indonesia. In this study, 3 clusters were formed, namely cluster 1 which had the most students with members namely East Jakarta, East Kalimantan, Gowa, Maros, Takalar, Bantaeng, Manggarai, West Manggarai, East Flores, West Sumba. Cluster 2 has not too many (moderate) prospective students with members namely Makassar, Barru, SInjai, Bulukumba, Soppeng, Enrekang, Jeneponto, Selayar, Polewali Mandar, East Maggarai. Cluster 3 has the fewest prospective students with members namely Makassar, Barru, Sinjai, Bulukumba, Soppeng, Enrekang, Jeneponto, Selayar, Polewali Mandar, East Maggarai
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基于区域起源的2019冠状病毒病大流行期间印尼Pembangunan STKIP新生聚类分析
本研究旨在根据学生的姓名、所采用的宗教、选择的学习计划以及新生入学信息来源,确定2019冠状病毒病大流行期间印尼Pembangunan STKIP未来新学生的来源分布。所使用的方法是对印度尼西亚27个地区的总样本进行聚类。在本研究中,形成了3个集群,即集群1是学生人数最多的集群,其成员分别是东雅加达、东加里曼丹、果瓦、马罗斯、塔克拉拉尔、万丹、曼加莱、西曼加莱、东弗洛雷斯、西松巴。集群2没有太多(中等)的潜在学生,成员包括望加锡、巴鲁、辛贾伊、布卢昆巴、Soppeng、Enrekang、Jeneponto、Selayar、Polewali Mandar、East Maggarai。集群3的潜在学生最少,成员包括望加锡、巴鲁、辛贾伊、布卢昆巴、索普彭、恩雷康、杰内普敦、塞拉亚尔、Polewali Mandar、东马加莱
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