Pendekatan Response Based Unit Segmentation in Partial Least Square (Rebus-Pls) pada Kasus Prevalensi Stunting di Provinsi Jawa Timur

Puspitasari, Dzakiyah Agustin (2022) Pendekatan Response Based Unit Segmentation in Partial Least Square (Rebus-Pls) pada Kasus Prevalensi Stunting di Provinsi Jawa Timur. Other thesis, Institut Teknologi Sepuluh Nopember.

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Abstract

Gizi merupakan salah satu faktor penting yang berperan besar dalam tumbuh kembang anak agar dapat berkembang dengan optimal. Kekurangan gizi pada anak seperti kondisi stunting, berat badan rendah, dan anak sangat kurus (wasting) adalah masalah signifikan di Indonesia. Stunting (kerdil) adalah kondisi dimana balita memiliki panjang atau tinggi badan yang kurang jika dibandingkan dengan umur. Hasil riset kesehatan dasar nasional 2018 menunjukkan bahwa prevalensi stunting di Indonesia pada tahun 2018 adalah sebesar 30,8%. Salah satu provinsi di Indonesia yang memiliki nilai stunting yang cukup tinggi adalah Jawa Timur. Hasil riskesdas Jawa Timur 2018 menunjukkan bahwa status gizi sangat pendek dan pendek pada balita sebesar 32,81%. Untuk mengetahui faktor-faktor yang mempengaruhi prevalensi stunting di Jawa Timur, dilakukan penelitian dengan menggunakan metode SEM-PLS dan REBUS-PLS. Hasil analisis SEM-PLS menunjukkan bahwa indikator penduduk miskin, pelayanan kesehatan, TTD, K4, ASI, MPASI, imunisasi dan vitamin A berpengaruh secara signifikan dan mampu menggambarkan variabel latennya. Hasil analisis REBUS-PLS dengan dua klaster menunjukkan bahwa indikator K4 dan MPASI tidak berpengaruh secara signifikan pada klaster 1 sedangkan pada klaster 2 seluruh indikator berpengaruh secara signifikan. Selain itu, angka prevalensi stunting pada klaster 2 lebih tinggi daripada prevalensi stunting pada klaster 1.
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Nutrition is one of the most important factors that play a big role in children's growth and development to develop optimally. Malnutrition in children, such as stunting conditions, low weight, and wasting, is a significant problem in Indonesia. Stunting is a condition where toddlers have less length or height compared to age. Riset Kesehatan Dasar Indonesia 2018 showed that the prevalence of stunting in Indonesia was 30.8%. East Java is one of Indonesia's provinces with a fairly high stunting value. Riskesdas 2018 showed that the nutritional status of very short and short toddlers was 32.81%. To determine the factors that affect the prevalence of stunting in East Java, a study was conducted using the SEM-PLS and REBUS-PLS methods. The results of the SEM-PLS analysis show that the indicators of the poor population, health services, blood booster drugs, exclusively breast milk, K4, complimentary food for toddler, immunization, and vitamin A have a significant effect and can describe the latent variables. The results of the REBUS-PLS analysis with two clusters showed that the indicators of K4 and complimentary food for toddler did not significantly affect cluster 1. In contrast, in cluster 2, all indicators had a significant effect. In addition, the stunting prevalence rate in cluster 2 is higher than the stunting prevalence in cluster 1.

Item Type:	Thesis (Other)
Additional Information:	RSSt 519.536 Pus p-1 2022
Uncontrolled Keywords:	Gizi. Stunting. SEM-PLS. REBUS-PLS. Nutrition. Stunting. SEM-PLS. REBUS-PLS.
Subjects:	H Social Sciences > HA Statistics
Divisions:	Faculty of Science and Data Analytics (SCIENTICS) > Statistics > 49201-(S1) Undergraduate Thesis
Depositing User:	Mr. Marsudiyana -
Date Deposited:	10 Jun 2026 02:54
Last Modified:	10 Jun 2026 03:26
URI:	http://repository.its.ac.id/id/eprint/133677

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