A Preference-Oriented Multi-Criteria Decision Model for Stunting-Prevention Food Basket Ranking using AHP-TOPSIS

Authors

  • Alvin Muhammad ‘Ainul Yaqin Institut Teknologi Kalimantan, Balikpapan
  • Mifthahul Janna Rosyid Institut Teknologi Kalimantan, Balikpapan
  • Vridayani Anggi Leksono Institut Teknologi Kalimantan, Balikpapan
  • Amanda Dwi Wantira Institut Teknologi Kalimantan, Balikpapan

Keywords:

Food basket, ranking, stunting, preferences, AHP, TOPSIS

Abstract

It is necessary to give concentrated attention to the issue of stunting by implementing appropriate nutrition initiatives to prevent stunted physical and mental development. Optimal food availability is one effective strategy for preventing it. However, it often disregards preferences that guarantee pleasure, dietary diversity, and compatibility with individual tastes. In this paper, we show a two-step multi-criteria decision model. The AHP is used to figure out the criteria weights, and the TOPSIS method ranks food basket options based on how close they are to the ideal solution. The efficacy of our strategy was subsequently evaluated in Balikpapan, a prominent urban center in Indonesia grappling with the issue of stunting. The evaluation's findings were as follows: nutritional value (27%) was the most significant factor; knowledge of the food ingredients (18%), variety of foods made from the food ingredients (17%), ease of preparation, cooking, and storage (15%), cost (12%), and child preference (11%). The findings indicated that food basket 3, priced at Rp209,857 and yielding 1,854.96 kcal, consisted of rice weighing 3.63 kg, duck egg weighing 1.16 kg, milkfish weighing 0.65 kg, tuna weighing 0.06 kg, cauliflower weighing 0.17 kg, kale weighing 3.46 kg, and dragon fruit weighing 1.87 kg. In addition to nutrition and cost, this study highlights that considering preferences can enhance the appeal of food baskets.

Author Biographies

Alvin Muhammad ‘Ainul Yaqin, Institut Teknologi Kalimantan, Balikpapan

Systems Modeling and Optimization Research Group, Department of Industrial Engineering, Institut Teknologi Kalimantan, Balikpapan, Indonesia

Mifthahul Janna Rosyid, Institut Teknologi Kalimantan, Balikpapan

Systems Modeling and Optimization Research Group, Department of Industrial Engineering, Institut Teknologi Kalimantan, Balikpapan, Indonesia

Vridayani Anggi Leksono, Institut Teknologi Kalimantan, Balikpapan

Department of Industrial Engineering, Institut Teknologi Kalimantan, Balikpapan, Indonesia

Amanda Dwi Wantira, Institut Teknologi Kalimantan, Balikpapan

Department of Logistics Engineering, Institut Teknologi Kalimantan, Balikpapan, Indonesia

References

A. Ali, “Current status of malnutrition and stunting in Pakistani children: What needs to be done?,†Journal of the American College of Nutrition, vol. 40, no. 2, pp. 180–192, 2021, doi: 10.1080/07315724.2020.1750504.

F. Halim and A. Sari, “Factors of stunting in toddlers: A literature review,†Journal of Nursing Care, vol. 4, no. 1, pp. 285–294, 2021, doi: https://doi.org/10.24198/jnc.v4i1.27498.

L. H. Kusumawardani, R. Rasdiyanah, U. Rachmawati, M. Jauhar, and I. G. A. P. Desy Rohana, “Community-based stunting intervention strategies: Literature review,†Dunia Keperawatan: Jurnal Keperawatan dan Kesehatan, vol. 8, no. 2, pp. 259–268, Aug. 2020, doi: 10.20527/dk.v8i2.8555.

Hariani, Ramlah D, A. Hady J, and Rahmatiah, “A method of stunting reduction intervention based on community and local culture,†in Proceedings of the 3rd International Conference on Urban Health, the Covid-19 Pandemic and Urban Health Issues, 2021, pp. 412–427. doi: https://doi.org/10.32382/uh.v3i1.2554.

N. Mshanga, H. Martin, and P. Petrucka, “Food-basket intervention to reduce micronutrient deficiencies among Maasai-pregnant women in Tanzania: A quasi-experimental study,†Journal of Human Nutrition and Dietetics, vol. 32, no. 5, pp. 625–634, Oct. 2019, doi: 10.1111/jhn.12672.

D. Montenegro and L. Barahona, “Determining the Honduran basic food basket: A mathematical approach,†in Proceedings of the LACCEI International Multi-conference for Engineering, Education and Technology, Latin American and Caribbean Consortium of Engineering Institutions, 2020, pp. 1–9. doi: 10.18687/LACCEI2020.1.1.142.

M. Hernández, T. Gómez, L. Delgado-Antequera, and R. Caballero, “Using multiobjective optimization models to establish healthy diets in Spain following Mediterranean standards,†Operational Research, vol. 21, no. 3, pp. 1927–1961, Sep. 2021, doi: 10.1007/s12351-019-00499-9.

K. Peters et al., “The nutritious supply chain: Optimizing humanitarian food assistance.,†INFORMS Journal on Optimization, vol. 3, no. 2, pp. 200–226, Jan. 2021, doi: 10.1287/ijoo.2019.0047.

M. F. Koenen, M. Balvert, and H. Fleuren, “Bi-objective goal programming for balancing costs vs. nutritional adequacy,†Frontiers in Nutrition, vol. 9, pp. 1–21, Dec. 2022, doi: 10.3389/fnut.2022.1056205.

D. de Moor, J. Wagenaar, R. Poos, D. den Hertog, and H. Fleuren, “A robust approach to food aid supply chains,†European Journal of Operational Research, vol. 318, no. 1, pp. 269–285, Oct. 2024, doi: 10.1016/j.ejor.2024.04.034.

H. Vermeulen, F. Meyer, and H. C. Schönfeldt, “A basic healthy food basket approach to evaluate the affordability of healthy eating in South Africa and Kenya,†Frontiers in Sustainable Food Systems, vol. 7, pp. 1–19, 2023, doi: 10.3389/fsufs.2023.1181683.

J. Ghahremani-Nahr, A. Ghaderi, and R. Kian, “Bi-objective fuzzy food bank network design with considering freshness of food baskets,†Journal of Applied Research on Industrial Engineering, vol. 10, no. 4, pp. 518–540, Oct. 2023, doi: 10.22105/jarie.2022.370119.1513.

J. Lauk, E. Nurk, A. Robertson, and A. Parlesak, “Culturally optimised nutritionally adequate food baskets for dietary guidelines for minimum wage Estonian families,†Nutrients, vol. 12, no. 9, pp. 1–15, Sep. 2020, doi: 10.3390/nu12092613.

L. J. T. Santos et al., “A variation of the diet problem: Hybrid application of the AHP method and linear programming to maximize meal satisfaction in a Brazilian company,†in Procedia Computer Science, Elsevier, 2022, pp. 448–455. doi: 10.1016/j.procs.2022.11.198.

L. Abuabara, K. Werner-Masters, and A. Paucar-Caceres, “Daily food planning for families under Covid-19: Combining analytic hierarchy processes and linear optimisation,†Health Systems, vol. 11, no. 3, pp. 232–250, 2022, doi: 10.1080/20476965.2022.2080006.

S. Vijh, D. Gaur, and S. Kumar, “Diet recommendation for hypertension patient on basis of nutrient using AHP and Entropy,†in Proceedings of the 10th International Conference on Cloud Computing, Data Science & Engineering, 2020, pp. 364–368. doi: 10.1109/Confluence47617.2020.9057949.

M. Showafah and S. Widya Sihwi, “Ontology-based daily menu recommendation system for complementary food according to nutritional needs using naïve Bayes and TOPSIS,†International Journal of Advanced Computer Science and Applications, vol. 12, no. 11, pp. 638–645, 2021, doi: dx.doi.org/10.14569/IJACSA.2021.0121173.

L. Marti and R. Puertas, “Link between structural risk factors for adverse impacts of COVID-19 and food insecurity in developed and developing countries,†Environment, Development and Sustainability, vol. 26, no. 1, pp. 1061–1080, Jan. 2024, doi: 10.1007/s10668-022-02749-x.

Direktorat Jenderal Pembangunan Daerah Kementerian Dalam Negeri, “Monitoring pelaksanaan 8 aksi konvergensi intervensi penurunan stunting terintegrasi.†Accessed: Jan. 01, 2024. [Online]. Available: https://aksi.bangda.kemendagri.go.id/emonev/DashPrev/index/5

C. H. Chen, “A novel multi-criteria decision-making model for building material supplier selection based on entropy-AHP weighted TOPSIS,†Entropy, vol. 22, no. 2, pp. 1–23, Feb. 2020, doi: 10.3390/e22020259.

R. S. Mor, S. Singh, and A. Bhardwaj, “Exploring the causes of low-productivity in dairy supply chain using AHP,†Jurnal Teknik Industri Jurnal Keilmuan dan Aplikasi Teknik Industri, vol. 19, no. 2, pp. 83–92, Jan. 2018, doi: 10.9744/jti.19.2.83-92.

S. Chakraborty, “TOPSIS and modified TOPSIS: A comparative analysis,†Decision Analytics Journal, vol. 2, pp. 1–7, Mar. 2022, doi: 10.1016/j.dajour.2021.100021.

N. Thongsri, P. Warintarawej, S. Chotkaew, and W. Saetang, “Implementation of a personalized food recommendation system based on collaborative filtering and knapsack method,†International Journal of Electrical and Computer Engineering, vol. 12, no. 1, pp. 630–638, Feb. 2022, doi: 10.11591/ijece.v12i1.pp630-638.

K. Etminani, S. Norouzi, M. Nematy, H. Zabolinezhad, and S. Sistani, “Food recommender systems for diabetic patients: A narrative review,†Reviews in Clinical Medicine, vol. 4, no. 3, pp. 128–130, 2017, [Online]. Available: http://rcm.mums.ac.ir

Kementerian Kesehatan Republik Indonesia, “Peraturan Menteri Kesehatan Republik Indonesia Nomor 28 Tahun 2019.†Accessed: Jul. 11, 2024. [Online]. Available: https://stunting.go.id/kemenkes-permenkes-no-28-tahun-2019-angka-kecukupan-gizi-yang-dianjurkan/

Badan Pusat Statistik, “Jumlah penduduk berumur 10 tahun ke atas menurut kelompok umur, jenis kelamin, dan status perkawinan.†Accessed: Aug. 15, 2024. [Online]. Available: https://sensus.bps.go.id/topik/tabular/sp2022/193/0/0

Badan Pusat Statistik, “Penduduk berumur 15 tahun ke atas menurut pendidikan tertinggi yang ditamatkan.†Accessed: Aug. 16, 2024. [Online]. Available: https://www.bps.go.id/id/statistics-table/1/MTkwOSMx/penduduk-berumur-15-tahun-ke-atas-menurut-pendidikan-tertinggi-yang-ditamatkan-dan-jenis-kegiatan-selama-seminggu-yang-lalu--2008-2023.html

I. BleÅ¡ić, M. D. Petrović, T. Gajić, T. Tretiakova, M. VujiÄić, and J. Syromiatnikova, “Application of the analytic hierarchy process in the selection of traditional food criteria in Vojvodina (Serbia),†Journal of Ethnic Foods, vol. 8, no. 1, Dec. 2021, doi: 10.1186/s42779-021-00096-2.

Downloads

Published

2024-09-18

How to Cite

[1]
A. M. ‘Ainul . Yaqin, M. J. Rosyid, V. A. Leksono, and A. D. . Wantira, “A Preference-Oriented Multi-Criteria Decision Model for Stunting-Prevention Food Basket Ranking using AHP-TOPSIS”, Jurnal Teknik Industri: Jurnal Keilmuan dan Aplikasi Teknik Industri, vol. 26, no. 2, Sep. 2024.

Similar Articles

1 2 3 4 > >> 

You may also start an advanced similarity search for this article.