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Journal : Jurnal Gaussian

MODELING CHILD MALNUTRITION IN EAST JAVA USING THE INTEGRATION OF PARTIAL LEAST SQUARE WITH IMPORTANCE-PERFORMANCE ANALYSIS Alfasanah, Zulfani; Otok, Bambang Widjanarko; Ahsan, Muhammad
Jurnal Gaussian Vol 15, No 1 (2026): Jurnal Gaussian
Publisher : Department of Statistics, Faculty of Science and Mathematics, Universitas Diponegoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.14710/j.gauss.15.1.12-23

Abstract

Child malnutrition remains a persistent public health concern in Indonesia, particularly in East Java, where stunting and undernutrition rates remain high despite national progress. Malnutrition in children is a multidimensional issue, influenced not only by dietary intake and disease but also by socio-economic conditions, caregiving practices, and environmental health factors such as access to clean water, sanitation, and health services. Addressing this complexity requires robust analytical methods. This study applies Partial Least Squares–Importance Performance Analysis (PLS-IPA) to model the pathways influencing child malnutrition and identify priority interventions. Results indicate that socio-economic factors act as primary predictors influencing food security, healthcare access, and parenting practices. Among direct determinants, environmental health services, including sanitation, clean water access, and maternal healthcare, show the strongest direct effect in reducing malnutrition. IPA results highlight food security as the most critical intervention priority due to its high importance but moderate field performance. Strengthening socio-economic development, improving food security, and sustaining environmental health interventions are recommended to support long-term reductions in child malnutrition in East Java.
Co-Authors Abdul Khair Abima Aunur Rochman Achmad Choiruddin Adeni - Adeni Agus Suharsono Ahsan, Muhammad Akbar, Mhd Furqan Alfasanah, Zulfani Amin Tohari Angga Dwi Mulyanto Anggra Ayu Rucitra, Anggra Ayu Anisa Ramadhan Aqsari, Hasri Wiji Ari Fitriani Arief Wibowo Arief Wibowo Arifah Nur Ngafiyah, Arifah Nur Arli, Denni Asih Kurniasih Lumaela Balami, Abdul Malik Choiruddin, Achmad Cindy Cahyaning Astuti Darwis Darwis Diah Puspito Wulandari Dimas Achmad Fadhila Dukalang, Hendra Ekasari, Nazihah Eko Saputro Eko Saputro Ernawati Ernawati Eta Dian Ayu A, Eta Dian Felinda Arumningtyas Fredi Suryadi Fredi Suryadi Ghazali, Muhammad Hadi, Abdul Razak Abdul Handoko, Wisnu Hargandi, Priyanka Harmin Sulitiyaning Titah Harun Al Azies Haryanto, Albertus Eka Putra Hasanah, Silviatul Herlina Jusuf I Nyoman Budiantara Ikacipta Mega Ayuputri Isnawati Iwan Kurniawan Jerry D. T. Purnomo Jerry Dwi Trijoyo Purnomo Koesmono, Teman Kurniawan, Muhammad Idham Mahpolah Mahpolah Masnatul Laili Mastari Rizki Fadillah Millatur Rodliyah muhammad mashuri Muhammad Zulfadhli, Muhammad Muin, Rizki Fitriani Nathanel, Jeshen Oktavian ningrum, amanda ratna Noer, Lissa Rosdiana Oktiva Dhani Arleina Onn, Choo Wou Pangesti, Riwi Dyah Purhadi Purhadi Rahmawati Erma Standsyah Rahmawati, Wahyu Dwi Rakhmah Wahyu Maya Rama Hiola Riza Inayah Sabar Sabar Santi Martini Santi Wulan Purnami Sarmanu, Sarmanu Setiawan, Ariyono Shofi Andari Shofi Andari Sri Harini Sri Haryatmi Subanar . Subanar, . Sugiharto Sh Suharto Suharto Suharto Suharto Suharto Suharto suhartono - Suroto Suroto Suryo Guritno Suryo Guritno Sutikno Sutikno Sutikno Sutikno Sutikno Sutikno Wahyuning Pintowati Wati, Nurul Linda Wiwiek Natalya Yoyok Setyo Hadiwidodo