Applying the Analytical Hierarchy Process to Select Strategic Locations for Culinary MSMEs in Tomohon City

Isi Artikel Utama

Liza Wikarsa
Michael Sumampouw
Puji Kalangi
Lanny Sitanayah
Vivie Kumenap
Yulius Raton

Abstrak

Micro, Small, and Medium Enterprises (MSMEs) play a crucial role in Indonesia's economy, making up over 99% of business units. In Tomohon City, located in North Sulawesi, Indonesia, MSMEs, especially in the culinary sector, have faced challenges due to the COVID-19 pandemic, which led to significant revenue losses and business closures. However, recovery efforts are underway, prompting the development of a web-based system to aid culinary businesses in selecting optimal locations. Utilizing the Analytic Hierarchy Process (AHP) method, the system evaluates potential sites based on five criteria: completeness of infrastructure, population density, competition, community incomes, and business capital. Each criterion is assessed using sub-criteria such as very good to very inadequate, providing tailored recommendations for Downtown District, Dotu Tololui Tua Statue, Kakaskasen Highway Area, and Beriman Terminal. Among these criteria, infrastructure completeness (40.4%) is prioritized most, followed by population density (26.2%), competition (18.1%), community incomes (10.4%), and business capital (4.9%). The sensitivity analysis indicates that changes in criteria weights significantly impact the rankings of alternatives, with infrastructure and community incomes causing minor changes but preserving the top-ranked options, while population density and business capital lead to more substantial shifts, including changes in the top position.

Rincian Artikel

Bagian
Informatika
Biografi Penulis

Liza Wikarsa, Universitas Katolik De La Salle Manado

Informatics Engineering Study Programmee

Faculty of Engineering

 

Michael Sumampouw, Universitas Katolik De La Salle Manado

Faculty of Engineering

Puji Kalangi, Universitas Katolik De La Salle Manado

Faculty of Engineering

Lanny Sitanayah, Universitas Katolik De La Salle Manado

Faculty of Engineering

Vivie Kumenap, Universitas Katolik De La Salle Manado

Faculty of Engineering

Yulius Raton, Universitas Katolik De La Salle Manado

Faculty of Engineering

Referensi

Adhiarta, I. B., & Sabrina, P. N. (2021, Agustus). Pemilihan Lokasi Awal Usaha Bagi Usaha Mikro Kecil Dan Menengah Dengan Metode Analitycal. JOINT (Journal of Information Technology), 03(02), 43-46.

Akinboade, O. A., & Kinfack, E. C. (2023). Infrastructure Investment and Business Performance: Evidence from Sub-Saharan Africa. Journal of Infrastructure Development, 15(1), 55-78.

Amin, M., & Ahmad, M. (2023). Income Levels and Consumer Spending Patterns: Evidence from the Food Service Industry. Journal of Consumer Marketing, 40(1), 60-73.

Bakar, N. M., & Hasan, M. (2024). Exploring the Impact of Innovation and Competition on Profitability in Internet-Based SMEs: A Survey Analysis. The International Conference on Smart Business Technologies (ICSBT 2023) (pp. 99–112). Italy: SCITEPRESS.

Bénétrix, A. S., & Lane, P. R. (2022). Infrastructure and Economic Growth: Evidence from Advanced Economies. Economic Policy Review, 28(2), 43-66.

BPS Kota Tomohon. (2023). Kota Tomohon Dalam Angka. Tomohon: BPS Kota Tomohon.

BPS Kota Tomohon. (2024). Jumlah Penduduk Kota Tomohon. Retrieved August 01, 2024, from Pemerintah Kota Tomohon: https://tomohon.go.id/jumlah-penduduk/

Brown, C., & Smith, D. (2024). The Role of Population Density in Shaping Local Economic Opportunities: Insights from Recent Urban Studies. Economic Geography, 100(1), 22-45.

Chen, J., & Li, X. (2021). The Role of Infrastructure in Supporting Small and Medium Enterprises (SMEs): A Case Study of the Chinese Market. Small Business Economics, 56(4), 1135-1153.

Fachrizah, H., Rezki, J. F., Revindo, M. D., Danisware, R. V., Pathonangi, R., & Machmud, T. Z. (2020). Laporan Analisis Kebijakan Penanggulangan Dampak Covid-19 Bagi Usaha Mikro, Kecil, Dan Menengah (UMKM). Retrieved July 20, 2024, from Kementerian Perencanaan Pembangunan Nasional/Badan Perencanaan Pembangunan Nasional (BAPPENAS): https://sikompak.bappenas.go.id/pustaka/download/599/id/2022laporan-analisis-kebijakan-penanggulangan-dampak-covid-19-bagi-usaha-mikro-kecil-dan-menengah-umkm.pdf

Fujii, H., & Saito, H. (2021). The Impact of Population Density on Restaurant Performance in Metropolitan Areas. International Journal of Hospitality Management, 92, 102778.

Gao, Y., & Zhang, S. (2023). Competitive Density and Market Dynamics: Evidence from the Retail Sector. Strategic Management Journal, 44(5), 1345-1368.

Gaspars-Wieloch, H. (2024). AHP Based On Scenarios And The Optimism Coefficient For New And Risky Projects: Case Of Independent Criteria. Annals of Operations Research, 2-26.

Hansen, S., & Johansen, T. (2023). The Influence of Infrastructure on Retail and Service Business Efficiency. Journal of Retailing and Consumer Services, 69, 102895.

Hidayat, A. N. (2023, January 31). Mengenal Program Pembinaan UMKM Kemenkeu Satu Tahun 2023. Retrieved July 15, 2024, from Kementerian Keuangan Republik Indonesia: https://www.djkn.kemenkeu.go.id/artikel/baca/15879/Mengenal-Program-Pembinaan-UMKM-Kemenkeu-Satu-Tahun-2023.html.

Husen, A., & Baranyanan, A. S. (2021). Pengaruh Pembangunan Infrastruktur Pelabuhan, Infrastruktur Jalan, dan Infrastruktur Jembatan Terhadap Pertumbuhan Ekonomi Maluku Utara. Jurnal Poros Ekonomi, 10(1), 20-34.

Johnson, J., & Walker, K. (2022). The Impact of Income Growth on Restaurant Spending: Insights from Urban and Rural Areas. International Journal of Hospitality Management,, 99, 103034.

KADIN Indonesia. (2023). UMKM Indonesia. Retrieved July 19, 2024, from KADIN Indonesia (Indonesian Chamber of Commerce and Industry): https://kadin.id/data-dan-statistik/umkm-indonesia/Kementerian Perdagangan RI. (2024, August 24). Jadi Tulang Punggung Ekonomi Indonesia, Begini Tips Usaha Mikro agar Naik Kelas. Retrieved August 28, 2024, from Kementerikan Perdagangan Republik Indonesia: https://www.kemendag.go.id/berita/pojok-media/jadi-tulang-punggung-ekonomi-indonesia-begini-tips-usaha-mikro-agar-naik-kelas

Kumar, G. H., Rangaiah, Y. V., & Kumar, K. T. (2023). Sustainability of SMEs in the era of Competition. Empirical Economic Letters, 22((November Special Issue 2)), 359-365.

Kunang, D. S., & Seprina, I. (2020, Agustus). Sistem Pendukung Keputusan Pemilihan Lokasi Usaha Jasa UMKM Menerapkan Analytical Hierarchy Process – Weighted Product Method. Jurnal Ilmiah MATRIK, 22(02), 224-231.

Lasoma, A., Sofhian, & Zainuddin, Y. (2021). Pengaruh Modal Usaha, dan Strategi Pemasaran Terhadap Pengembangan Usaha Mikro Di Kecamatan Kabila Kabupaten Bone Bolango. Finansha-Journal of Sharia Financial Management, 2(2), 107 – 112.

Lee, T., & Choi, J. (2020). Competitive Density and Business Strategy: An Analysis of the Food and Beverage Industry. International Journal of Hospitality Management, 89, 102549.

Li, Q., & Zhang, Y. (2023). The Effects of Population Density on Local Business Performance: Evidence from Urban China. Urban Studies, 60(2), 350-370.

Marpaung, P., & Siahaan, R. F. (504 – 521). Penerapan Algoritma K-Means Clustering Untuk Pemetaan Kepadatan Penduduk Berdasarkan Jumlah Penduduk Kota Medan. Jurnal Sains Komputer dan Informatika (J-SAKTI), 5(1), 2021.

Nasution, L., & Ichsan, R. N. (2021). Sosialisasi Peluang Usaha Bank Sampah Dalam Peningkatan Pendapatan Masyarakat Di Masa Covid-19. PKM Maju UDA, 1(3), 107-112.

Nguyen, H., & Lee, J. (2024). Income Elasticity of Demand for Dining Out: Evidence from High-Income and Low-Income Households. Economics of Food and Agriculture, 25(2), 181-198.

Nguyen, T., & Nguyen, M. (2023). Competitive Environment and Market Positioning: The Role of Competitor Density in Business Strategy. Marketing Science, 42(3), 577-595.

Pemerintah Kota Tomohon. (2022, May 19). Kegiatan Pemahaman Dan Pengetahuan Perkoperasian Serta Kapasitas Dan Kompetensi Sdm Koperasi Di Kota Tomohon Tahun 2022 Angkatan I. Retrieved July 20, 2024, from Pemerintah Kota Tomohon: https://tomohon.go.id/kegiatan-pemahaman-dan-pengetahuan-perkoperasian-serta-kapasitas-dan-kompetensi-sdm-koperasi-di-kota-tomohon-tahun-2022-angkatan-i/

Prasetyaningrum, P. T., & Sari, A. (2019, November). Penerapan Analytical Hierarchy Process (AHP) Untuk Mendukung Keputusan Pemilihan Destinasi Tempat Wisata Daerah Istimewa Yogyakarta Untuk Para Wisatawan Mancanegara Non Asia. Jurnal SIMETRIS, 10, 519-528.

Raco, J. R., Krejci, J. V., Ohoitimur, J., Raton, Y., Adrian, A. M., Rottie, R., . . . Sumakud, E. (2021). Priority Sector Of Small And Medium Enterprises Using Ahp: A Case Study Of Yamaru Enterprise. International Journal of the Analytic Hierarchy Process, 13(2), 220-239.

Ramadhan, F., & Saf, M. R. (2020, Juli). Sistem Pendukung Keputusan untuk Penyewaan Ruko yang Strategis Menggunakan Metode Analytical Hierarchy Process(AHP). Journal of Applied Informatics and Computing (JAIC), 4(2), 89-94.

Rinova, D., & Imanuel, F. T. (2021). Pengambilan Keputusan dalam Menentukan Lokasi Usaha pada Jasa Treatment Eternal.Lab Menggunakan Analytical Hierarchy Process. Jurnal Manajemen dan Kewirausahaan (JMK), 6(3), 1-10.

Rojas-Lema, X., Pumisacho, V., Alfaro-Saiz, J., & Garcia, D. (2019). Evaluating Management Practices in Horizontal Cooperation SMEs Networks : the Ecuadorian Context. Gestao & Producao, 26(2), 1-13.

Rompas, N. (2024, Februari 5). Dinas Koperasi dan UMKM Kota Tomohon.

Sasongko, D. (2020, August 24). UMKM Bangkit, Ekonomi Indonesia Terungkit. Retrieved July 2021, 2024, from Kementerian Keuangan Republik Indonesia: https://www.djkn.kemenkeu.go.id/artikel/baca/13317/UMKM-Bangkit-Ekonomi-Indonesia-Terungkit.html.

Smith, L., & Gupta, R. (2021). Household Income and Dining Out Expenditures: An Analysis of Recent Trends. Food Policy, 101, 102019.

Turalaki, E. (2024, February). Wawancara dengan Pelaku Usaha.

Vinatra, S. (2023). Peran Usaha Mikro, Kecil, dan Menengah (UMKM) dalam Kesejahteraan. Jurnal Akuntan Publik, 1(3), 1-8.