Mathematical Modeling and Computational Simulation of Stunting Dynamics under Sanitation and Nutritional Influence

Rommi Kaestria, Elok Faiqotul Himmah

Abstract


Stunting remains a major health issue in Central Kalimantan due to poor nutrition and sanitation. While previous mathematical models have largely focused on the direct impact of nutrition intervention, they often neglect the crucial influence of environmental sanitation, creating a gap in accurately describing stunting dynamic. To address this, this study develops a new mathematical model by integrating environmental sanitation (San) parameter into a system of ordinary differential equation (ODE). Utilizing an applied mathematical modeling approach, the model parameters were estimated using 2022 baseline data primarily sourced from the Provincial Health Office, Bapperida, and TPPS, while toddler birth and mortality rates were obtained from the Central Kalimantan Statistics Agency (BPS). This sanitation parameter mathematically contributes as a multiplier that modifies the transition rate of at risk toddlers and the overall effectiveness of nutrition intervention. After identifying the equilibrium points and proving their local stability using the Routh-Hurwitz Criteria, we conducted an analytical sensitivity analysis to find the most critical factors. We then ran numerical simulations using the Runge-Kutta 4(5) method in Python to project future trends. The simulations compared the current sanitation level with a scenario where sanitation improves by 20%. The computational results reveals that combining nutritional interventions with a 20% sanitation improvement drastically accelerates stunting reduction and potentially lowering the prevalence to 0.99% within twenty years. Therefore, nutritional programs must be supported by basic sanitation infrastructure improvements to effectively eradicate childhood stunting.

Keywords


Computational Simulation; Environmental Sanitation; Mathematical Modeling; Nutritional Intervention; Python; Stunting.

Full Text:

DOWNLOAD [PDF]

References


Astuti, S. J. W., Suindyah Dwiningwarni, S., & Atmojo, S. (2025). Modeling environmental interactions and collaborative interventions for childhood stunting: A case from Indonesia. Dialogues in Health, 6, 100206. https://doi.org/10.1016/j.dialog.2025.100206

Azriani, D., Qinthara, N. S., Yulita, I. N., Agustian, D., & Zuhairini, Y. (2024). Risk factors associated with stunting incidence in under five children in Southeast Asia : a scoping review. Journal of Health, Population and Nutrition, 43, 1–13. https://doi.org/10.1186/s41043-024-00656-7

Batool, M., Saleem, J., Zakar, R., Butt, M. S., Iqbal, S., Haider, S., & Fischer, F. (2023). Relationship of stunting with water , sanitation , and hygiene ( WASH ) practices among children under the age of five : a cross- sectional study in Southern Punjab , Pakistan. BMC Public Health, 23(1), 1–7. https://doi.org/10.1186/s12889-023-17135-z

Cooten, M. H. Van, Gebremedhin, S., & Spigt, M. (2019). The association between acute malnutrition and water , sanitation , and hygiene among children aged 6 – 59 months in rural Ethiopia. Maternal & Child Nutrition, 15(May 2018), 1–8. https://doi.org/10.1111/mcn.12631

Cumming, O., & Cairncross, S. (2016). Review Article Can water , sanitation and hygiene help eliminate stunting ? Current evidence and policy implications. Maternal & Child Nutrition, 12(1), 91–105. https://doi.org/10.1111/mcn.12258

Fitri, M. D., Zuraidi, E., & Yusuf, M. A. (2025). Quantitative analysis of sanitation infrastructure and stunting prevalence: Building rural community resilience in Bener Meriah Regency, Aceh-Indonesia. IOP Conference Series: Earth and Environmental Science, 1510(1), 12065. https://doi.org/10.1088/1755-1315/1510/1/012065

Hasanah, U., Maria, I. L., Jafar, N., Hardianti, A., Mallongi, A., & Syam, A. (2020). Water , Sanitation Dan Hygiene Analysis , and Individual Factors for Stunting among Children Under Two Years in Ambon. Open Access Macedonian Journal of Medical Sciences, 8, 22–26. https://doi.org/103889/oamjms.2020.5177

Henderi, Wahyuningsih, T., & Rahwanto, E. (2021). Comparison of Min-Max normalization and Z-Score Normalization in the K-nearest neighbor ( kNN ) Algorithm to Test the Accuracy of Types of Breast Cancer. International Journal of Informatics and Information System, 4(1), 13–20. https://doi.org/10.47738/ijiis.v4i1.73

Himmah, E. F., Kaestria, R., & Riana, R. (2025). Mathematical Modeling of Stunting with the Influence of Nutritional Intervention. JTAM (Jurnal Teori Dan Aplikasi Matematika), 9(1), 54. https://doi.org/10.31764/jtam.v9i1.26817

Li, Z., Kim, R., Vollmer, S., & Subramanian, S. V. (2020). Factors Associated With Child Stunting , Wasting , and Underweight in 35 Low- and Middle-Income Countries. JAMA Network Open, 3(4), 1–18. https://doi.org/10.1001/jamanetworkopen.2020.3386

Locks, L. M., Chembe, M., Billima- Mulenga, T., Lauer, J. M., Sizakawe, D., Henderson, S., Rockers, P. C., Parkerson, D., & Fink, G. (2025). Predictors of Stunting and Pathway Analysis for Linear Growth among Children Aged Two to Three Years after a Trial of Small-Quantity Lipid-Based Nutrient Supplements and Home-Installed Growth Charts in Three Districts in Zambia. The Journal of Nutrition, 155(2), 589–601. https://doi.org/10.1016/j.tjnut.2024.11.003

Ministry of Health of the Republic of Indonesia. (2022a). Indonesia Health Profile. In Pusdatin.Kemenkes.Go.Id. Ministry of Health.

Ministry of Health of the Republic of Indonesia. (2022b). Results of the 2022 Indonesian Nutritional Status Survey (SSGI). In Ministry of Health. Ministry of Health.

Mulyani, A. T., Khairinisa, M. A., & Khatib, A. (2025). Understanding Stunting : Impact , Causes , and Strategy to Accelerate Stunting Reduction — A Narrative Review. Nutrients, 17(9), 1493. https://doi.org/10.3390/nu17091493

Patlan- Hernandez, A. R., Stobaugh, H. C., Cumming, O., Angioletti, A., Pantchova, D., Lapegue, J., & Stern, S. (2021). Water, sanitation and hygiene interventions and the prevention and treatment of childhood acute malnutrition: A Systematic review. Maternal & Child Nutrition, 1–22. https://doi.org/10.1111/mcn.13257

Pradnyawati, L. G., Ayu, D., Ratna, P., Kartinawati, K. T., Wijaya, M. I., Agung, A., & Mirah, S. (2023). Overview of the first 1000 days of life and stunting in toddlers 0-2 years old in Tegallalang District , Bali Province. Journal of International Surgery and Clinical Medicine (JISCM), 3(1), 11–15. https://doi.org/10.51559/jiscm.v3i1.41

Sahiledengle, B., Petrucka, P., Kumie, A., Mwanri, L., Beressa, G., & Atlaw, D. (2022). Association between water , sanitation and hygiene ( WASH ) and child undernutrition in Ethiopia : a hierarchical approach. BMC Public Health, 22(1), 1–20. https://doi.org/10.1186/s12889-022-14178-3

Salim, E., Salim, A., & Hadju, V. (2026). Effectiveness of Nutrition-Specific Interventions for Reducing Child Stunting : A Systematic Review of. International Journal of Public Health, 71(April), 1–10. https://doi.org/10.3389/ijph.2026.1609291

Saputri, R. A., Anggraeni, D., Sujadmi, & Nurlaila Sopamena. (2020). Environmental Sanitation and Stunting ( Study of the Role of Women in Stunting Intervention ) Environmental Sanitation and Stunting ( Study of the Role of Women in Stunting Intervention ). Journal of Physics: Conference Series, 1655(1), 1–7. https://doi.org/10.1088/1742-6596/1655/1/012083

Saputro Wijayanto, F. P., Theodora Simanjuntak, A. M., Chang, J., Miftahul Asrar, M., Phoebe Swastidharmistha, A., Amaral Haq, R., Krisnanta Gandhy, M. A., Zaky Rabih, M., Dwi Putra, M. G., & Girsang, R. T. (2026). Association between water, sanitation, and hygiene ({WASH}) practices and childhood stunting in low- and middle-income countries: a systematic review and meta-analysis. BMC Public Health, 26(1), 1960. https://doi.org/10.1186/s12889-026-27639-z

Sartika, A. N., Khoirunnisa, M., Meiyetriani, E., Ermayani, E., Pramesthi, I. L., & Ananda, A. J. N. (2021). Prenatal and postnatal determinants of stunting at age 0 – 11 months : A cross- sectional study in Indonesia. PLoS ONE, 16(7), 1–14. https://doi.org/10.1371/journal.pone.0254662

Sharma, D., Vijin, P. P., Goyal, R., Ul Hadi, S., & Kumar, R. (2025). Unveiling subgroup trends of stunting and wasting in Indian children: a serial cross-sectional analysis from National Family Health Surveys 3–5. The American Journal of Clinical Nutrition, 121(5), 1077–1089. https://doi.org/10.1016/j.ajcnut.2025.01.027

Shinta, H. E., Utami, P. J., & Adiwijaya, S. (2020). Potential Stunting in Riverside Peoples (Study on Pahandut Urban Village, Palangka Raya City). Budapest International Research and Critics Institute (BIRCI-Journal): Humanities and Social Sciences, 3(3), 1618–1625. https://doi.org/10.33258/birci.v3i3.1092

Sjarif, D. R., Yuliarti, K., Gultom, L. C., Hafifah, C. N., Sidiartha, I. G. L., Hanindita, M. H., Nurani, N., Juliaty, A., Alhadar, A., Puryatni, A., Budiarto, A., Prawirohartono, E. P., Hidayati, I. S., Anzar, J., Damayanti, M., Widjaja, N. A., Masnadi, N. R., Pratiwi, R., Andriani, R., … Hrdjo, J. (2025). Effectiveness of a Tiered Referral System and Early Nutritional Intervention to Prevent and Recover Stunting in Under- ­ Five Indonesian Children. Food Science & Nutrition, 13(10), e70945. https://doi.org/10.1002/fsn3.70945

Wegmüller, R., Musau, K., Lewycka, S., Vergari, L., Custer, E., Anyango, H., Donkor, W. E., Kiprotich, M., Siegal, K., Petry, N., Wirth, J. P., Woodruff, B. A., & Rohner, F. (2026). Impact of an Integrated Agricultural, Nutrition, and Water, Sanitation and Hygiene Intervention during the First 1000 Days on Child Growth and Micronutrient Status in Western Kenya: A Cluster-Randomized Controlled Trial. The Jour, 156(7), 101583. https://doi.org/10.1016/j.tjnut.2026.101583

Wicaksono, R. A., Arto, K. S., Mutiara, E., Deliana, M., Lubis, M., & Batubara, J. R. L. (2021). Risk factors of stunting in indonesian children aged 1 to 60 months. Paediatrica Indonesiana(Paediatrica Indonesiana), 61(1), 12–19. https://doi.org/10.14238/pi61.1.2021.12-9

Widyawati, W., & Ristandiati, H. M. (2026). Cumulative High-Risk Pregnancy Complications and Stunting Risk in Indonesian Children Younger Than 5 Years: Retrospective Analysis Using the Developmental Origins of Health and Disease Framework. Asian/Pacific Island Nursing Journal, 10(1), e85742. https://doi.org/10.2196/85742




DOI: https://doi.org/10.31764/jtam.v10i4.39901

Refbacks

  • There are currently no refbacks.


Copyright (c) 2026 Rommi Kaestria, Elok Faiqotul Himmah

Creative Commons License
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

_______________________________________________

JTAM already indexing:


_______________________________________________

Creative Commons License

JTAM (Jurnal Teori dan Aplikasi Matematika)
is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License

______________________________________________

_______________________________________________

_______________________________________________

JTAM (Jurnal Teori dan Aplikasi Matematika) Editorial Office: