NEGATIVE BINOMIAL REGRESSION ANALYSIS OF STUNTING DETERMINANTS IN TODDLERS: ACHIEVING OPTIMAL NUTRITION IN WEST JAVA']JAVA, INDONESIA

被引:0
|
作者
Firdaus, Nabila aprilia [1 ]
Mulyana, Rayfa rekafitri [1 ]
Munthalib, Muhammad andriyas musa [1 ]
Winarni, Sri [2 ]
Tantular, Bertho [2 ]
机构
[1] Padjadjaran State Univ, Fac Math & Nat Sci, Bachelor Programme Stat, Bandung, Indonesia
[2] Padjadjaran State Univ, Fac Math & Nat Sci, Dept Stat, Bandung, Indonesia
关键词
stunting; malnutrition; optimal nutrition; negative binomial regression; over-dispersion; CHILD UNDERNUTRITION; HEALTH;
D O I
10.28919/cmbn/8929
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Stunting in children represents a serious public health concern in developing countries, impeding nutritional growth and overall well-being. Its causes are multifaceted, including malnutrition, psychosocial and social factors. The consequences of stunting extend beyond individual health, contributing to broader socio-economic decline, diminished quality of life, and long-term health deficits. As a critical indicator within the Sustainable Development Goals (SDGs), Indonesia has made notable progress in reducing stunting prevalence, from 21.6% in 2022 to 17.8% in 2023, moving closer to the national target of 14%. Nevertheless, the target remains unmet, underscoring the ongoing need for enhanced prevention strategies. This study investigates the effects of key determinants, including low birth weight, exclusive breastfeeding, vitamin A supplementation, and the availability of healthcare services, on stunting in West Java. Negative binomial regression was applied to account for the over-dispersed nature of the stunting data, offering a more robust alternative to Poisson regression when variance exceeds the mean. The findings indicate that low birth weight and vitamin A supplementation are significant predictors of stunting. A thorough understanding of these factors is essential for designing and implementing effective interventions to mitigate stunting.
引用
收藏
页数:14
相关论文
共 50 条
  • [21] Dengue infection modeling and its optimal control analysis in East Java']Java, Indonesia
    Khan, Muhammad Altaf
    Fatmawati
    HELIYON, 2021, 7 (01)
  • [22] A Multiple Logistic Regression Analysis of Household Food and Nutrition Insecurity in Stunting and Non-Stunting Toddlers
    Aisyah, Iseu Siti
    Khomsan, Ali
    Tanziha, Ikeu
    Riyadi, Hadi
    CURRENT RESEARCH IN NUTRITION AND FOOD SCIENCE, 2024, 12 (01) : 452 - 461
  • [23] Analysis of the Structure and Ecological Function of an Extreme Landscape in a Tropical Region of West Java']Java, Indonesia
    Withaningsih, Susanti
    Parikesit, Parikesit
    Malik, Annas Dwitri
    Rahmi, Muthi'ah Aini
    FORESTS, 2022, 13 (01):
  • [24] Allozyme analysis of cryptic species in the Asplenium nidus complex from West Java']Java, Indonesia
    Yatabe, Y
    Darnaedi, D
    Murakami, N
    JOURNAL OF PLANT RESEARCH, 2002, 115 (1122) : 483 - 490
  • [25] The phase tensor analysis of the Nyalindung segment, Cimandiri fault zone, West Java']Java, Indonesia
    Panatagama, M. Z.
    Febriani, F.
    Maryanto, S.
    Handayani, L.
    INTERNATIONAL SYMPOSIUM ON FRONTIER OF APPLIED PHYSICS, 2018, 2019, 1191
  • [26] A comparative analysis of rural banks' efficiency between Bali and West Java']Java provinces in Indonesia
    Anwar, Mokhamad
    Rahman Nidar, Sulaeman
    Komara, Ratna
    Layyinaturrobaniyah, Layyinaturrobaniyah
    JOURNAL OF SUSTAINABLE FINANCE & INVESTMENT, 2021, 11 (04) : 330 - 350
  • [27] Comparative Analysis of Growth Function Models for Merino Crossbred Sheep in West Java']Java, Indonesia
    Putra, W. P. B.
    Margawati, E. T.
    Raadsma, H. W.
    Tyasi, T. L.
    Tirink, C.
    JOURNAL OF THE HELLENIC VETERINARY MEDICAL SOCIETY, 2025, 75 (04):
  • [28] Hydrogeochemistry of volcanic hydrogeology based on cluster analysis of Mount Ciremai, West Java']Java, Indonesia
    Irawan, Dasapta Erwin
    Puradimaja, Deny Juanda
    Notosiswoyo, Sudarto
    Soemintadiredja, Prihadi
    JOURNAL OF HYDROLOGY, 2009, 376 (1-2) : 221 - 234
  • [29] Nutrition Education Improves Nutritional Knowledge and Attitude of School Children at Iodine Endemic Area in West Java']Java, Indonesia
    Ekawidyani, Karina Rahmadia
    Briawan, Dodik
    Khomsan, Ali
    Amalia, Leily
    ANNALS OF NUTRITION AND METABOLISM, 2019, 75 : 338 - 338
  • [30] Gender, education, and digital generations as determinants of attitudes toward health information for health workers in West Java']Java, Indonesia
    Dida, Susanne
    Hafiar, Hanny
    Kadiyono, Anissa Lestari
    Lukman, Syauqy
    HELIYON, 2021, 7 (01)