TY - JOUR AU - Millati, Kesuma AU - Suhaeni, Cici AU - Susetyo, Budi PY - 2021/05/31 Y2 - 2024/03/28 TI - Penggerombolan Daerah 3T di Indonesia Berdasarkan Rasio Tenaga Kesehatan dengan Metode Penggerombolan Berhierarki dan Cluster Ensemble JF - Xplore: Journal of Statistics JA - Xplore VL - 10 IS - 2 SE - Articles DO - 10.29244/xplore.v10i2.744 UR - https://journal.stats.id/index.php/xplore/article/view/744 SP - 197-213 AB - <p>Health &nbsp;is a major &nbsp;factor &nbsp;in community &nbsp;development. &nbsp;Inequality on health &nbsp;is most &nbsp;felt &nbsp;by &nbsp;people &nbsp;living &nbsp;in &nbsp;disadvantaged, outermost,&nbsp; and &nbsp;leading &nbsp;areas &nbsp;(3T) because of the&nbsp; difficulty of access to transportation and&nbsp; communication. &nbsp;Effective efforts &nbsp;are &nbsp;needed &nbsp;to &nbsp;achieve &nbsp;the &nbsp;optimal &nbsp;distribution of health &nbsp;services, &nbsp;one&nbsp; of which is by clustering &nbsp;3T areas &nbsp;based &nbsp;on the &nbsp;ratio &nbsp;of health &nbsp;workers to see which areas &nbsp;are&nbsp; experiencing &nbsp;shortage &nbsp;of health &nbsp;workers &nbsp;and &nbsp;know the &nbsp;adequacy &nbsp;of the number &nbsp;of health &nbsp;workers spread &nbsp;in 3T areas.&nbsp; &nbsp;The &nbsp;object &nbsp;used in this &nbsp;research &nbsp;is</p><p>27 provinces&nbsp; 3T region in Indonesia &nbsp;and&nbsp; the&nbsp; applied &nbsp;statistical method &nbsp;is various hierarchical &nbsp;methods &nbsp;and Cluster &nbsp;Ensemble. &nbsp;Based on the results &nbsp;of this study, &nbsp;3T area is divided into four clusters. &nbsp;The first cluster &nbsp;consists of 22 provinces and has good &nbsp;characteristics &nbsp;because &nbsp;all &nbsp;categories &nbsp;of&nbsp; the &nbsp;variables&nbsp; &nbsp;are &nbsp;in &nbsp;the &nbsp;medium category.&nbsp;&nbsp;&nbsp; &nbsp;The &nbsp;second &nbsp;and &nbsp;the &nbsp;third&nbsp; &nbsp;cluster&nbsp;&nbsp; consists &nbsp;of &nbsp;two &nbsp;provinces.&nbsp;&nbsp;&nbsp; &nbsp;The characteristics of the &nbsp;second cluster &nbsp;are &nbsp;good enough.&nbsp; &nbsp;The &nbsp;characteristics of the third &nbsp;cluster &nbsp;are &nbsp;not &nbsp;been&nbsp; good enough &nbsp;because &nbsp;there &nbsp;is one variable &nbsp;in the &nbsp;low category.&nbsp; &nbsp;The &nbsp;fourth &nbsp;cluster &nbsp;consists &nbsp;of one province &nbsp;and &nbsp;has characteristics that are not &nbsp;been good enough because there &nbsp;are several categories &nbsp;of the &nbsp;variables &nbsp;are in the low category.</p> ER -