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Modeling cases of stunting toddler in Indonesia using the Conway Maxwell Poisson Regression Method / Dewi Puji Astuti … [et al.]

Stunting is a disruption in the growth and development of children due to chronic malnutrition and recurrent infections, which is characterized by their length or height being below standard. According to the results of the Indonesia Nutrition Status Study (SSGI) of the Ministry of Health (Kemenkes)...

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Main Authors: Puji Astuti, Dewi, Romadhani, Syahrul, Putri, Nurul Aulia, Mu’arif, Zainal, Fajri, Mohammad
Format: Book Section
Language:English
Published: Faculty of Computer and Mathematical Sciences 2023
Subjects:
Integer programming
Online Access:https://ir.uitm.edu.my/id/eprint/94374/2/94374.pdf
https://ir.uitm.edu.my/id/eprint/94374/
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spelling my.uitm.ir.943742024-05-02T03:20:02Z https://ir.uitm.edu.my/id/eprint/94374/ Modeling cases of stunting toddler in Indonesia using the Conway Maxwell Poisson Regression Method / Dewi Puji Astuti … [et al.] Puji Astuti, Dewi Romadhani, Syahrul Putri, Nurul Aulia Mu’arif, Zainal Fajri, Mohammad Integer programming Stunting is a disruption in the growth and development of children due to chronic malnutrition and recurrent infections, which is characterized by their length or height being below standard. According to the results of the Indonesia Nutrition Status Study (SSGI) of the Ministry of Health (Kemenkes), the prevalence of toddlers experiencing stunting in Indonesia in 2022 will reach 21.6 percent. Based on data from the Asian Development Bank, in 2022, the percentage of stunting prevalence in Indonesia will be 31.8 percent, putting Indonesia in 10th place in the Southeast Asia region. Stunting can be caused by various factors, including health factors and social factors. One way to find out is by modeling stunting in toddlers based on the factors that influence it. This research aims to determine the factors that influence stunting among toddlers in Indonesia in 2022 using the Conway Maxwell Poisson (CMP) regression method. This method is an extension of Poisson regression, which analyzes the relationship between independent variables (discrete or continuous) and dependent variables (count data) under the assumption of equidispersion. However, in analyzing data with the Poisson regression model, there can be violations of the equidispersion assumption, namely overdispersion or underdispersion. Therefore, a CMP model is required to address equidispersion violations in Poisson regression. The results obtained show that using this method can overcome overdispersion, so that the factors influencing stunting in toddlers in Indonesia in 2022 will be exclusive breastfeeding, complete immunization, provision of vitamin A, low birth weight, poor nutrition, and diarrhea. Faculty of Computer and Mathematical Sciences 2023 Book Section NonPeerReviewed text en https://ir.uitm.edu.my/id/eprint/94374/2/94374.pdf Modeling cases of stunting toddler in Indonesia using the Conway Maxwell Poisson Regression Method / Dewi Puji Astuti … [et al.]. (2023) In: International Jasin Multimedia & Computer Science Invention and Innovation Exhibition (i-JaMCSIIX 2023). Faculty of Computer and Mathematical Sciences, pp. 133-136. ISBN 978-967-15337-0-3 (Submitted)
institution Universiti Teknologi Mara
building Tun Abdul Razak Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Mara
content_source UiTM Institutional Repository
url_provider http://ir.uitm.edu.my/
language English
topic Integer programming
spellingShingle Integer programming
Puji Astuti, Dewi
Romadhani, Syahrul
Putri, Nurul Aulia
Mu’arif, Zainal
Fajri, Mohammad
Modeling cases of stunting toddler in Indonesia using the Conway Maxwell Poisson Regression Method / Dewi Puji Astuti … [et al.]
description Stunting is a disruption in the growth and development of children due to chronic malnutrition and recurrent infections, which is characterized by their length or height being below standard. According to the results of the Indonesia Nutrition Status Study (SSGI) of the Ministry of Health (Kemenkes), the prevalence of toddlers experiencing stunting in Indonesia in 2022 will reach 21.6 percent. Based on data from the Asian Development Bank, in 2022, the percentage of stunting prevalence in Indonesia will be 31.8 percent, putting Indonesia in 10th place in the Southeast Asia region. Stunting can be caused by various factors, including health factors and social factors. One way to find out is by modeling stunting in toddlers based on the factors that influence it. This research aims to determine the factors that influence stunting among toddlers in Indonesia in 2022 using the Conway Maxwell Poisson (CMP) regression method. This method is an extension of Poisson regression, which analyzes the relationship between independent variables (discrete or continuous) and dependent variables (count data) under the assumption of equidispersion. However, in analyzing data with the Poisson regression model, there can be violations of the equidispersion assumption, namely overdispersion or underdispersion. Therefore, a CMP model is required to address equidispersion violations in Poisson regression. The results obtained show that using this method can overcome overdispersion, so that the factors influencing stunting in toddlers in Indonesia in 2022 will be exclusive breastfeeding, complete immunization, provision of vitamin A, low birth weight, poor nutrition, and diarrhea.
format Book Section
author Puji Astuti, Dewi
Romadhani, Syahrul
Putri, Nurul Aulia
Mu’arif, Zainal
Fajri, Mohammad
author_facet Puji Astuti, Dewi
Romadhani, Syahrul
Putri, Nurul Aulia
Mu’arif, Zainal
Fajri, Mohammad
author_sort Puji Astuti, Dewi
title Modeling cases of stunting toddler in Indonesia using the Conway Maxwell Poisson Regression Method / Dewi Puji Astuti … [et al.]
title_short Modeling cases of stunting toddler in Indonesia using the Conway Maxwell Poisson Regression Method / Dewi Puji Astuti … [et al.]
title_full Modeling cases of stunting toddler in Indonesia using the Conway Maxwell Poisson Regression Method / Dewi Puji Astuti … [et al.]
title_fullStr Modeling cases of stunting toddler in Indonesia using the Conway Maxwell Poisson Regression Method / Dewi Puji Astuti … [et al.]
title_full_unstemmed Modeling cases of stunting toddler in Indonesia using the Conway Maxwell Poisson Regression Method / Dewi Puji Astuti … [et al.]
title_sort modeling cases of stunting toddler in indonesia using the conway maxwell poisson regression method / dewi puji astuti … [et al.]
publisher Faculty of Computer and Mathematical Sciences
publishDate 2023
url https://ir.uitm.edu.my/id/eprint/94374/2/94374.pdf
https://ir.uitm.edu.my/id/eprint/94374/
_version_ 1800100601035489280
score 13.211869

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