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All Journal Jurnal Imajinasi Abdimas Nature: National Academic Journal of Architecture Journal TEPAT: Teknologi Terapan untuk Pengabdian Masyarakat Geodika: Jurnal Kajian Ilmu dan Pendidikan Geografi Jurnal Penelitian Enjiniring Fakultas Teknik Unhas Jurnal Peweka Tadulako JSE Journal of Science and Engineering
Arifuddin Akil
Makassar State University
Aerospace Engineering Arts Humanities Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Earth & Planetary Sciences Education Engineering Environmental Science Industrial & Manufacturing Engineering Mechanical Engineering Public Health Social Sciences Transportation Other

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Journal : JSE Journal of Science and Engineering

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Understanding Spatial Determinants of Urban Mobility in Makassar through Geographic Weighted Regression Irwan, Irwan; Anugrah Yanti, Suci; Akil, Arifuddin
JSE Journal of Science and Engineering Vol. 4 No. 1 (2025): Journal of Science and Engineering
Publisher : LPPI Universitas Muhammadiyah Kalimantan Timur (UMKT)

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Abstract

Urban mobility patterns are influenced by a complex interplay of factors, including land use, population density, and socioeconomic conditions. This study aims to examine the spatial determinants of urban mobility in Makassar City, Indonesia, to guide targeted transportation and urban planning policies, using Geographically Weighted Regression (GWR). GWR is employed to account for spatial heterogeneity, as it captures localized variations in relationships unlike global regression models. The analysis incorporates travel time, travel cost, land use, population, and poverty data. Results indicate that the relationships between these variables vary significantly across different parts of the city. Land use, particularly the mix of residential, commercial, and industrial areas, emerges as a critical factor influencing travel patterns. Population density and poverty levels also shape mobility behaviors. The findings highlight the need for spatially targeted transportation policies and urban planning strategies to address the diverse mobility needs of Makassar's residents
Co-Authors ., Renaldi Abdul Rachman Rasyid Abdullah, Muhammad Arafat Achmad Zubair Ali, Mukti Anugrah Yanti, Suci Arifin, Mimi Bambang Heryanto Batara Surya, Batara Dedi Hadian Dewi, Yashinta Kumala Ekawati, Sri Aliah Hehanussa, David Ibrahim, Roslinda Ihsan - Ihsan . Irwan - Irwan Irwan Isfa Sastrawati Lakatupa, Gafar Lopa, Rita Mandasari Andi Munawarah Abduh, Jayanti Mandasari Andi Munawarah Abduh Marly Valenti Patandianan Mirza, Muhammad Rio Mohammad Reza Muh Asfan Mujahid, Laode Muhammad Irfan Muhibuddin, A. Mujahid, Laode Muh Asfan Mulawarman, Ade Murshal Manaf, Murshal Muzdar, Muhammad Ajwad Nasution, Muhammad Arief Nur Adyla S NURLAELA NURLAELA Roland Alexander Barkey, Roland Alexander Sagita Alfadin Nur, Dewa Shirly Wunas Sri Wahyuni Venny Veronica Natalia Widiya N, Munika Wiwik Wahidah Osman Yanti, Suci Anugrah