Proceedings of the 5th International Seminar on Science and Technology (ISST 2023)

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Modeling Factors Affecting Stunting in Indonesia using the Conway Maxwell Poisson Regression Method

Authors
Dewi Puji Astuti1, *, Nur’eni1, Nurul Fiskia Gamayanti1, Nurul Aulia Putri1
1Department of Statistics, Faculty of Mathematics and Natural Sciences, Tadulako University, Palu, Indonesia
*Corresponding author. Email: pujiastutidewi158@gmail.com
Corresponding Author
Dewi Puji Astuti
Available Online 5 December 2024.
DOI
10.2991/978-94-6463-520-1_16How to use a DOI?
Keywords
Stunting; Poisson Regression; Overdispersion; Conway Maxwell Poissson Regression
Abstract

Stunting is a global problem due to chronic malnutrition and recurrent infections in children, characterized by below standard height. This problem does not only occur in Indonesia and can be caused by various health and social factors. Modeling toddler stunting based on factors is an important step in overcoming this problem, because it can help design more effective strategies to reduce stunting rates in Indonesia. This research aims to obtain a model and factors that influence stunting of toddlers in Indonesia in 2021 using the Conway Maxwell Poisson Regression (CMPR) method. CMPR was used in this research because the data experienced overdispersion problems. One alternative model that can overcome this is to use CMPR. The results of this research show that the use of the CMPR method can overcome overdispersion, so that the factors influencing the occurrence of stunting in children under five in Indonesia in 2021 are early initiation of breastfeeding, complete basic immunization, poor people, pneumonia cough, poor nutrition and diarrhea.

Copyright
© 2024 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the 5th International Seminar on Science and Technology (ISST 2023)
Series
Advances in Physics Research
Publication Date
5 December 2024
ISBN
978-94-6463-520-1
ISSN
2352-541X
DOI
10.2991/978-94-6463-520-1_16How to use a DOI?
Copyright
© 2024 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - Dewi Puji Astuti
AU  - Nur’eni
AU  - Nurul Fiskia Gamayanti
AU  - Nurul Aulia Putri
PY  - 2024
DA  - 2024/12/05
TI  - Modeling Factors Affecting Stunting in Indonesia using the Conway Maxwell Poisson Regression Method
BT  - Proceedings of the 5th International Seminar on Science and Technology (ISST 2023)
PB  - Atlantis Press
SP  - 105
EP  - 109
SN  - 2352-541X
UR  - https://doi.org/10.2991/978-94-6463-520-1_16
DO  - 10.2991/978-94-6463-520-1_16
ID  - Astuti2024
ER  -