Pola Sebaran Permukiman Kumuh di Kabupaten Tangerang dan Keragaman Spasial Faktor yang Mempengaruhinya:

Muchamad Subhans Adiputra; Ernan Rustiadi; Andrea Emma Pravitasari

doi:10.29244/jp2wd.2022.6.2.146-164

Muchamad Subhans Adiputra Program Studi Manajemen Pembangunan Daerah, Fakultas Ekonomi Manajemen, Institut Pertanian Bogor, Jalan Kamper, Kampus IPB Dramaga, Bogor 16680, Indonesia
Ernan Rustiadi Program Studi Ilmu Perencanaan Wilayah, Departemen Ilmu Tanah dan Sumberdaya Lahan, Fakultas Pertanian, Institut Pertanian Bogor, Jalan Meranti, Kampus IPB Dramaga, Bogor 16680, Indonesia; Pusat Pengkajian Perencanaan dan Pengembangan Wilayah (P4W), LPPM IPB, Jalan Raya Padjajaran, Kampus IPB Baranangsiang, Bogor 16127, Indonesia
Andrea Emma Pravitasari Program Studi Ilmu Perencanaan Wilayah, Departemen Ilmu Tanah dan Sumberdaya Lahan, Fakultas Pertanian, Institut Pertanian Bogor, Jalan Meranti, Kampus IPB Dramaga, Bogor 16680, Indonesia; Pusat Pengkajian Perencanaan dan Pengembangan Wilayah (P4W), LPPM IPB, Jalan Raya Padjajaran, Kampus IPB Baranangsiang, Bogor 16127, Indonesia

DOI: https://doi.org/10.29244/jp2wd.2022.6.2.146-164

Keywords: Geographically Weighted Regression, slums, spatial diversity

Abstract

Rapid development and high population density are among the factors that cause slum settlements Tangerang Regency. Factors that cause slum settlements in Tangerang Regency have not been identified specifically and the handling of slum settlements are still seen to be uniform between regions. The purpose of this research is to identify the pattern of distribution of slum settlements in Tangerang Regency and the spatial diversity of factors that influence it. Methods used to identify the distribution pattern of slums are Moran's Index, Moran's Scatterplot, and Local Indicator Spatial Autocorrelation. Meanwhile, to understand the spatial diversity of the factors that affect slum settlements, multiple regression analysis was performed using forward stepwise regression, followed by Geographically Weighted Regression (GWR) analysis. Results shows that the pattern of spatial distribution of slum settlements in 2016 and 2018 was concentrated in the northern and southern areas of Tangerang Regency. The distribution pattern of slums shows a centered movement towards the district border with the surrounding areas, namely DKI Jakarta, Tangerang City, and South Tangerang City. The relationship between the Village Development Index and the Land Value Zone has a fairly weak positive correlation, the relationship between the Kelurahan Development Index and the percentage of slum area does not have a significant correlation, while the Land Value Zone with the percentage of slum area has a weak positive correlation. Slum settlements in Tangerang Regency are influenced by physical and non-physical factors including the number of slum location points, the percentage of residential buildings that do not have a building permit, and the percentage of areas affected by inundation. The results of the GWR analysis show that each factor that has a significant influence on slum settlements in Tangerang Regency has a different influence locally in each observed area.

References

Adiputra, M. S. (2015). Identifikasi Peran Dan Fungsi Hunian Kampung Rumpak Sinang terhadap Kawasan Gading Serpong, Kecamatan Kelapa Dua, Kabupaten Tangerang. Skripsi. Institut Teknologi Indonesia.

Arlinghaus, S. L. (1996). Practical Handbook of Spatial Statistics. CRC Press Inc. Florida (US)

[Bappeda] Badan Perencanaan Pembangunan Daerah. (2012). Gebrak Pakumis. Badan Perencanaan Pembangunan Daerah.

Bekti, R. D. (2012). Autokorelasi Spasial untuk Identifikasi Pola Hubungan Kemiskinan di Jawa Timur. Jurnal ComTech, 3 (1), 217-227. www.journal.binus.ac.id

[BPS] Badan Pusat Statistik. (2017). Potensi Desa Kabupaten Tangerang. Badan Pusat Statistik.

[BPS] Badan Pusat Statistik. (2017). Kabupaten Tangerang dalam Angka. Badan Pusat Statistik.

[BPS] Badan Pusat Statistik. (2019). Potensi Desa Kabupaten Tangerang. Badan Pusat Statistik.

[BPS] Badan Pusat Statistik. (2019). Kabupaten Tangerang dalam Angka. Badan Pusat Statistik.

Fajeri, D. B., Subiyanto, S., Sukmono, A. (2017). Analisis Perkembangan Permukiman dan Perubahan Nilai Tanah (Studi kasus: Kec. Banyumanik Kota Semarang Jawa Tengah). Jurnal Geodesi Undip, 6 (1), 179-188

[KOTAKU] Satuan Kerja Kota Tanpa Kumuh Kabupaten Tangerang. (2017). Dokumen Baseline Permukiman Kumuh Kabupaten Tangerang. Satuan Kerja Kota Tanpa Kumuh.

[KOTAKU] Satuan Kerja Kota Tanpa Kumuh Kabupaten Tangerang. (2019). Dokumen Baseline Permukiman Kumuh Kabupaten Tangerang. Satuan Kerja Kota Tanpa Kumuh.

Fotheringham, A. S., Brundson, C., Charlton, M. (2002). Geographically Weighted Regression The Analysis of Spatially Varying Relationships. John Wiley and Sons Ltd.

Panuju, D. R., Rustiadi, E. (2013). Teknik Analisis Perencanaan Pengembangan Wilayah. Departemen Ilmu Tanah dan Sumberdaya Lahan, Institut Pertanian Bogor.

Pidekso, M. D., Subiyanto, S., Amarrohman, F. J. (2017). Analisis Faktor Aksesibilitas terhadap Zona Nilai Tanah dengan Pendekatan Penilaian Massal dan Sistem Informasi Geografis (Studi Kasus: Kecamatan Pemalang, Kabupaten Pemalang). Jurnal Geodesi Undip, 6 (1), 285-292

Pravitasari, A. E., Saizen, I., Tsutsumida, N., Rustiadi, E., & Pribadi, D. O. (2015). Local Spatially Dependent Driving Forces of Urban Expansion in an Emerging Asian Megacity: The Case of Greater Jakarta (Jabodetabek). International Journal of Sustainable Development, 8 (1), 108-119.

Rustiadi, E., Saefulhakim, S., Panuju, D. R. (2011). Perencanaan dan Pengembangan Wilayah. Crestpent Press dan Yayasan Obor Indonesia.

Supranto, J. (2004). Analisis Multivariat: Arti dan Interpretasi. Rineka Cipta.

Wijayanti, R., Sutandi, A., Pravitasari, A. E (2019). Identifikasi Spasial Faktor-Faktor yang Mempengaruhi Permukiman Kumuh Di Kota Bekasi. Jurnal Tata Loka Undip , 22 (4), 573-585

Yustisia, G. (2017). Pemodelan Geographically Weighted Regression (GWR) dengan Matriks Pembobot Fixed Gaussian Kernel dan Queen Contiguity Pada Data Demam Berdarah. Tesis. Universitas Brawijaya.

Pola Sebaran Permukiman Kumuh di Kabupaten Tangerang dan Keragaman Spasial Faktor yang Mempengaruhinya

Distribution Pattern of Slums in Tangerang Regency and Spatial Diversity Factors that Affect

Abstract

References