Pemetaan Indeks Khusus Penanganan Stunting (IKPS) Indonesia menggunakan Metric Multidimensional Scaling (MMDS)
DOI:
https://doi.org/10.20956/ejsa.v6i2.45235Keywords:
Metric Multidimensional scaling, clustering, spatial map, stunting, IKPSAbstract
This study aims to map the Special Handling Index for Stunting (Indeks Khusus Penanganan Stunting/IKPS) in Indonesia using Metric Multidimensional Scaling (MMDS) to identify spatial patterns and similarities in characteristics among provinces. The MMDS analysis produced a visualization that grouped 34 provinces into 10 clusters with similar IKPS characteristics and spatial proximity within each group. Additionally, three provinces were identified as outliers due to their significantly greater spatial distances from other provinces, these provinces are DI Yogyakarta, Gorontalo, and Papua. Model quality evaluation showed a STRESS value of 0.0248 and a coefficient of determination (R²) of 0.9993, indicating an excellent fit in representing the spatial data, thus making the clustering model on the spatial map reliable for use. These findings provide a comprehensive overview of the distribution and characteristics of stunting handling in Indonesia. Therefore, the clustering results can serve as a strategic foundation for stakeholders and policymakers in designing strategies and implementing more focused and effective interventions to address and manage stunting across various regions in Indonesia.
References
UNICEF. The State of the World’s Children 2021: On My Mind – Promoting, Protecting and Caring for Children’s Mental Health. New York: UNICEF, 2021.
Septiani, R. E., Mulyaningsih, T., & Mulyanto. The Effect of Macroeconomics and Access to Health Service on Stunting in Indonesia. Health Science Journal of Indonesia, 14(1), 2023.
Kementerian Kesehatan Republik Indonesia. Survei Status Gizi Indonesia 2024. Jakarta: Kemenkes RI, 2025.
Kruskal, J.B., & Wish, M. Multidimensional Scaling. Sage University Paper Series on Quantitative Applications in the Social Science, 7(11), 1978.
Siena, I. D., Rusgiyono, A., & Isproyanti, D. Pengelompokan Kabupaten-Kota dalam Produksi Daging Ternak di Jawa Tengah Tahun 2016-2018 Menggunakan Metode Multidimensional Scaling. Jurnal Gaussian, 9(4), 2020.
Nasution, N. B., & Jana, P. Analisis Multidimensional Scaling untuk Pemetaan Aplikasi Pembelajaran Daring. Statmat (Jurnal Statistika dan Matematika), 3(1), 2021.
Safitri, D., & Arnellis. Analisis Multidimensional Scaling dan Penerapannya pada Pemetaan Kab/Kota di Provinsi Sumatera Barat Berdasarkan Jumlah Penduduk Usia Kerja Terdampak Covid-19. Journal of Mathematics UNP, 6(3), 2021.
Simatupang, F. D., Komalig, H. A. H., & Manurung, T. Penerapan Analisis Multidimensional Scaling dalam Pemilihan Jalur Destinasi Wisata di Kabupaten Baolaang Mongondow Area Kecamatan Lolak dan Sekitarnya. d’CartesiaN (Jurnal Matematika dan Aplikasi), 9(2), 2021.
Zain, P. R. & Yanti, T. S. Penerapan Multidimensional Scaling terhadap Pengelompokan Provinsi Berdasarkan Tujuan ke-6 SDGs. Jurnal Riset Statistika, 2(2). 2022.
Nasihardani, D., dkk. Penggunaan Analisis Multidimensional Scaling untuk Mengetahui Kemiripan Rumah Sakit Swasta Yang Ada di Jakarta Selatan Berdasarkan Karakteristik Pelanggan. Proceeding Mercu Buana Conference on Industrial Engineering, vol 5, 2023.
Dima, Y. K., & Muhammad, F. Multidimensional Scaling dan K-Means Clustering Kabupaten/Kota di Nusa Tenggara Timur Berdasarkan Tujuan Pembangunan Berkelanjutan. JSTAR (Jurnal Statistika Terapan), 4(1), 2024.
Pratiwi, N. R., dkk. Analisis Multidimensional Scaling Faktor-Faktor yang Mempengaruhi Indeks Pembangunan Manusia (IPM) di Jawa Timur Tahun 2022. Jurnal Sains Matematika dan Statistika, 11(1), 2025.
Badan Pusat Statistik. Laporan Indeks Khusus Penanganan Stunting (IKPS) 2022-2023 Volume 5 Tahun 2024, Jakarta: BPS, 2024.
Johnson, R. A., & Wichern, D. W. Applied Multivariate Statistical Analysis. Prentice-Hall Inc: New Jersey. 1992.
Härdle, W. K., & Simar L. Applied Multivariate Statistical Analysis Second Edition. Springer Berlin Heidelberg: New York. 2007.
Nahar, J. Penerapan Metode Multidimensional Scaling pada Pemetaan Sarana Kesehatan di Jawa Barat. Jurnal Matematika Integratif, 12(1), 2016.
Putri, D.S., Wahyuningsih, S., & Goejantoro, R. Analisis Positioning Menggunakan Multidimensional Scaling Non Metrik (Studi Kasus: Data Persepsi dan Preferensi Konsumen Berdasarkan Merek Smartphone di Samarinda, Kalimantan Timur). Jurnal Eksponensial, 9(1), 2018.
Cox, T. F., & Cox, M. A. A., Multidimensional Scaling. New York: Chapman and Hall. 2000.
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