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Agiwahyuanto, Faik
Fakultas Kesehatan, Universitas Dian Nuswantoro
Agriculture, Biological Sciences & Forestry Humanities Astronomy Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Engineering Environmental Science Health Professions Immunology & microbiology Medicine & Pharmacology Nursing Public Health Social Sciences

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Journal : Jurnal Berkala Epidemiologi

 1 
MAPPING SPREAD OF COVID-19 CASES IN TODDLERS AND CHILDREN AT CENTRAL JAVA USING K-MEANS CLUSTER: Pemetaan Persebaran Kasus COVID-19 pada Balita dan Anak di Jawa Tengah Menggunakan K-Means Cluster Evina Widianawati; Widya Ratna Wulan; Anis Tri Wahyuni; Faik Agiwahyuanto
Jurnal Berkala Epidemiologi Vol. 11 No. 3 (2023): Jurnal Berkala Epidemiologi (Periodic Epidemiology Journal)
Publisher : Universitas Airlangga

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.20473/jbe.V11I32023.258-266

Abstract

Background: Toddlers and children under 12 are still easily sick, particularly during the COVID-19 epidemic. The high number of COVID-19 cases in toddlers and children in Central Java Province must be monitored to prevent transmission to toddlers and children still susceptible to the disease. Purpose: The purpose of this study was to map the spread of COVID-19 cases in toddlers aged 0-5 years and children aged 6-11 years in the province of Central Java using the K-means cluster Methods: This was a descriptive observational study with a cross-sectional design. Data on COVID-19 cases in children 6-11 years and toddlers 0-5 years from 35 cities in Central Java in 2020-2021 were analyzed using the K-means cluster. The K-means cluster was used to cluster low, medium, and high cases and then map the spread of COVID-19. Results: Semarang, Semarang Regency, Boyolali, Klaten, Surakarta, and Banyumas became high cluster areas in cases of COVID-19 toddlers and children in 2021. Based on the mapping data, COVID-19 spread in young children and toddlers in 2020 and 2021 followed a nearly identical pattern. The high zone of COVID-19 in toddlers and children mostly had a higher total population, healthcare facilities, and population density than the medium and low zones. Conclusion: Semarang City, Semarang Regency, Boyolali, Klaten, Surakarta, and Banyumas should be looking for COVID-19 cases in toddlers and young children.
Co-Authors .Suyoko, Suyoko Adelia Ayu Sabrina Adian Khoironi Ainiyah, Wahyu Qurrotul Anis Tri Wahyuni Anjani, Sylvia Arinda Juwita Ashari, Ayu Ayuna, Dribitha Meyra Ayusasmita, Via Baju Widjasena Baju Widjasena Cesara Kharismaharani Komara Deddy Setiadi Deddy Setiadi Dimas Angga Febian Dyah Ernawati Dyah Ernawati Dyah Ernawati Dyah Ernawati Enny Rachmani Ester Widhiatmi Sutiningary Evina Widianawati Evina Widianawati Evina Widianawati Evina Widianawati Evina Widianawati Fauzi Ardiansyah , Muhammad Fauziyyah , Michel Najwa Ferdiansyah Hari Noegroho Fitria Wulandari Fitria Wulandari Hari Noegroho, Ferdiansyah Hidayat, Andi Nur Ida Farida Ikhwan, Sabil Indriati - - Inge Hartini Jaka Prasetya Jaka Prasetya Juli Ratnawati Khamna Diah Oktavia Chalimah Layla Nur Azizah Lewa, Andi Hallang Lucas Anggoro Setiawan Maulana Tomy Abiyasa Maulana Tomy Abiyasa Maulana Tomy Abiyasa Moh. Umar Nauful Fajri Mulyati, Ratnaningsih Nabiila Alunandika, Annisa Hasna Nur Maliana, Laelatus Zifa Oki Setiono Puji Purwatiningsih, Aris Puspitaloka, Dinar Helmalia Putri, Rizqi Basuki Ramadhany, Nur Azizha Retno Astuti Setijaningsih Sari Mulina, Atika Sari, Sofia Nurmala Sasono Wibowo Setiadi, Deddy Setiawan, Aries Setya Wijayanta Setya Wijayanta Shila Rochmana, Ukhta Shinta Octaviasuni Shinta Octaviasuni Sri Setyana Stacey, Sherly Candra Sudiro Sudiro Suharyo Suharyo Sutrisno Sutrisno Suyoko Suyoko suyoko suyoko Suyoko Suyoko Syifana Putri, Riska Sylvia Anjani Sylvia Anjani Tomy Abiyasa, Maulana Tri Indah Sari Trianni Trianni Umi Hanik Umi Maftukhah Via Ayusasmita Via Ayusasmita Widianawati, Evina Wulan, Widya Ratna Yulianti, Laurencia Caprista Zaenal Sugiyanto