Analisis Dinamika Arus Barang dan Penumpang di Pelabuhan Laut Kabupaten Wakatobi dan Keterkaitannya dengan Sektor Transportasi Regional

Authors

  • Rizal Rizal Universitas Halu Oleo Author
  • Harjun Harjun Universitas Halu Oleo Author
  • Wahyu Muh Syata Universitas Halu Oleo Author
  • Ilhamurrahman M Hubaib Universitas Halu Oleo Author

DOI:

https://doi.org/10.62710/gq5hw913

Keywords:

Seaport, Freight Flow, Passenger Flow, Transportation Sector GRDP, Economic Leakage, Wakatobi

Abstract

Indonesia's development, as an archipelagic country, has important seaport centers that theoretically should drive regional economic growth. The study aims to analyze the influence of the volume of goods flow (X1) and the number of passengers (X2) on the Gross Regional Product (GDP) of the transportation and warehousing sector (Y) in Wakatobi Regency (in the period 2020–2024) and simultaneously test the hypothesis of the leakage phenomenon. The method used is a quantitative method with multiple linear regression (OLS) analysis on monthly time series data. The results of the F test show that X1 and X2 simultaneously have a significant influence on Y, with an explanatory power of 75.1% (Adj. R² = 0.751). However, the results of the partial t test reveal important contradictory findings: The Volume of Goods Flow (X1) has a positive and significant influence on Y (coefficient +0.981), confirming that logistics activities are successful in generating local added value. Passenger Volume (X2) has a negative and significant influence on Y (coefficient -0.255). These findings confirm the existence of Economic Leakage. Despite very high passenger volumes (reaching 165,628 people in 2024), Wakatobi's transportation sector GDP actually experienced negative growth (-3.69% in 2024), as most of the added value from passenger transportation services was recorded outside Wakatobi by non-local operators.

 

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References

Alzate, P., Isaza, G. A., Toro, E. M., & Jaramillo-Garzón, J. A. (2024). Advances and emerging research trends in maritime transport logistics: environment, port competitiveness and foreign trade. International Journal of Production Management and Engineering, 12(1), 1–18. https://doi.org/10.4995/ijpme.2024.21090

Apruzzese, M., Bruni, M. E., Musso, S., & Perboli, G. (2023). 5G and Companion Technologies as a Boost in New Business Models for Logistics and Supply Chain. Sustainability (Switzerland), 15(15). https://doi.org/10.3390/su151511846

Fedorenko, R., Yakhneeva, I., Zaychikova, N., & Lipinsky, D. (2021). Evaluating the socio-economic factors impacting foreign trade development in port areas. Sustainability (Switzerland), 13(15). https://doi.org/10.3390/su13158447

Ilie, A., Oprea, C., Olteanu, S., Dinu, O., & Ruscǎ, F. (2019). An Heuristic Model for Port Optimization. Procedia Manufacturing, 32, 975–982. https://doi.org/10.1016/j.promfg.2019.02.311

Liu, M., & Chamaratana, T. (2025). A QUALITATIVE EXPLORATION OF ECOTOURISM DEVELOPMENT AND SUSTAINABILITY PRACTICES IN BORDER AREAS OF THE GREATER MEKONG SUBREGION. Geojournal of Tourism and Geosites, 58(1), 325–334. https://doi.org/10.30892/gtg.58129-1414

Lopes, L. S., Nabais, J. L., Pinto, C., Caldeirinha, V., & Pinho, T. (2025). Essential Competencies in Maritime and Port Logistics: A Study on the Current Needs of the Sector †. Sustainability (Switzerland), 17(6). https://doi.org/10.3390/su17062378

Mangubhai, S., Erdmann, M. V., Wilson, J. R., Huffard, C. L., Ballamu, F., Hidayat, N. I., Hitipeuw, C., Lazuardi, M. E., Muhajir, Pada, D., Purba, G., Rotinsulu, C., Rumetna, L., Sumolang, K., & Wen, W. (2012). Papuan Bird’s Head Seascape: Emerging threats and challenges in the global center of marine biodiversity. Marine Pollution Bulletin, 64(11), 2279–2295. https://doi.org/10.1016/j.marpolbul.2012.07.024

Meldayanoor, Hatta, G. M., Nugroho, A., & Hidayat, A. S. (2022). A high conservation value analysis of ecotourism areas: A case study in Tanah Laut, South Kalimantan, Indonesia. IOP Conference Series: Earth and Environmental Science, 976(1). https://doi.org/10.1088/1755-1315/976/1/012025

Pöyhönen, J., & Lehto, M. (2023). Comprehensive cyber security for port and harbor ecosystems. Frontiers in Computer Science, 5. https://doi.org/10.3389/fcomp.2023.1154069

Ramenzoni, V. C. (2017a). Reconstructing the history and the effects of mechanization in a small-scale fishery of Flores, Eastern Indonesia (1917-2014). Frontiers in Marine Science, 4(MAR). https://doi.org/10.3389/fmars.2017.00065

Ramenzoni, V. C. (2017b). Reconstructing the history and the effects of mechanization in a small-scale fishery of Flores, Eastern Indonesia (1917-2014). Frontiers in Marine Science, 4(MAR). https://doi.org/10.3389/fmars.2017.00065

Samal, R., & Dash, M. (2024). Stakeholder engagement in advancing sustainable ecotourism: an exploratory case study of Chilika Wetland. Discover Sustainability, 5(1). https://doi.org/10.1007/s43621-024-00233-2

Satrya, I. D. G., Kaihatu, T. S., Budidharmanto, L. P., Karya, D. F., & Rusadi, N. W. P. (2023). THE ROLE OF ECOTOURISM IN PRESERVING ENVIRONMENTAL AWARENESS, CULTURAL AND NATURAL ATTRACTIVENESS FOR PROMOTING LOCAL COMMUNITIES IN BALI, INDONESIA. Journal of Eastern European and Central Asian Research, 10(7), 1063–1075. https://doi.org/10.15549/jeecar.v10i7.1386

Sobhani, P., Esmaeilzadeh, H., Sadeghi, S. M. M., Wolf, I. D., & Deljouei, A. (2022). Relationship Analysis of Local Community Participation in Sustainable Ecotourism Development in Protected Areas, Iran. Land, 11(10). https://doi.org/10.3390/land11101871

Vaca-Recalde, M. E., Marcano, M., Matute, J., Hidalgo, C., Martinez-Rodriguez, B., Bilbao-Arechabala, S., Jorge-Hernandez, F., Murgoitio, J., Perez Rastelli, J., Santaella, J., & Camacho, A. (2024). Connected and Intelligent Framework for Vehicle Automation in Smart-Ports. IEEE Access, 12, 120347–120361. https://doi.org/10.1109/ACCESS.2024.3434628

Viet, T. Q., Thom, L. T., Kha, P. T., Anh, D. T., & Nhi, T. Y. (2024). The Trình Tường house of the Bố Y People in Vietnam: A Study on Cultural Heritage and Traditional Architecture. Journal of Ecohumanism, 3(7), 4923–4935. https://doi.org/10.62754/joe.v3i7.4596

Wan, L., Cheng, W., & Yang, J. (2024). Optimizing Metro Passenger Flow Prediction: Integrating Machine Learning and Time-Series Analysis with Multimodal Data Fusion. IET Circuits, Devices and Systems, 2024. https://doi.org/10.1049/2024/5259452

Wandelt, S., Zhang, A., Antoniou, C., Budd, L., Castro-Nuno, M., Ding, Y., Eliasson, J., Goessling, S., He, S. Y., Ison, S., Jiang, C., Lam, J. S. L., Li, K., Liu, Z., Loo, B. P. Y., Ma, X., Ortúzar, J. de D., Oviedo-Trespalacios, O., Wang, D., & Sun, X. (2025). The Hitchhiker’s Guide to challenges in transport policy research: Towards ANSWERing questions regarding life, mobility, and everything. Transportation Research Part A: Policy and Practice, 200. https://doi.org/10.1016/j.tra.2025.104650

Wei, S. (2025). Exploring Adaptation of Transportation Policy to Revolution Challenges: Evolution of Transportation Services and the Concept of Next-generation Solutions. The Open Transportation Journal, 19(1). https://doi.org/10.2174/0126671212348537250113115850

Wu, M., Li, X., & Chen, Y. (2025). Port–Shipping Interplay: A Multi-Stage Analysis of Facility Upgrades and Cargo Movement. Mathematics, 13(7). https://doi.org/10.3390/math13071152

Yang, L., Lu, Y., Yin, J., & Azadeh, Sh. S. (2025). Integrated demand-side management and timetabling for an urban transit system: A Benders decomposition approach. https://doi.org/10.1016/j.trb.2025.103351

Yu, Y., Kuang, Z., & Xiao, G. (2025). Green Profit Optimization and Collaborative Innovation in Sustainable Maritime Supply Chains. Sustainability (Switzerland), 17(21). https://doi.org/10.3390/su17219845

Yuan, F., Sun, H., Kang, L., & Wu, J. (2020). Passenger flow control strategies for urban rail transit networks. Applied Mathematical Modelling, 82, 168–188. https://doi.org/10.1016/j.apm.2020.01.041

Zhao, Q., Tang, J., Shang, W. L., Li, C., Ren, Y., Quddus, M., & Ochieng, W. (2025). Optimization of passenger flow control and parallel bus bridging in urban rail transit based on intelligent transport infrastructure. Computer-Aided Civil and Infrastructure Engineering. https://doi.org/10.1111/mice.13460

Acciaro, M. (2014). A real option application to investment in low-sulphur maritime transport. International Journal of Shipping and Transport Logistics, 6(2), 189-212. https://doi.org/10.1504/IJSTL.2014.059570

Ampah, J. D., Yusuf, A. A., Afrane, S., Jin, C., & Liu, H. (2021). Reviewing two decades of cleaner alternative marine fuels: Towards IMO's decarbonization of the maritime transport sector. Journal of Cleaner Production, 320, 128871. https://doi.org/10.1016/j.jclepro.2021.128871

Bach, H., Bergek, A., Bjørgum, Ø., Hansen, T., Kenzhegaliyeva, A., & Steen, M. (2020). Implementing maritime battery electric and hydrogen solutions: A technological innovation systems analysis. Transportation Research Part D: Transport and Environment, 87, 102492. https://doi.org/10.1016/j.trd.2020.102492

Bagoulla, C., & Guillotreau, P. (2020). Maritime transport in the French economy and its impact on air pollution: An input output analysis. Marine Policy, 116, 103818. https://doi.org/10.1016/j.marpol.2020.103818

Belyaev, S. G., Dorogov, N. I., Kapitonov, I. A., & Asabina, S. N. (2020). Ensuring competition in the context of globalization of maritime transport services. Journal of Entrepreneurship and Sustainability Issues, 7(3), 1597-1611. https://doi.org/10.9770/jesi.2020.7.3(12)

Bouman, E. A., Lindstad, E., Rialland, A. I., & Strømman, A. H. (2017). State-of-the-art technologies, measures, and potential for reducing GHG emissions from shipping - A review. Transportation Research Part D: Transport and Environment, 52, 408-421. https://doi.org/10.1016/j.trd.2017.03.022

Sari I, Ichsan M, White A, Raup S A and Wisudo S H 2021 Monitoring small-scale fisheries catches in Indonesia through a fishing logbook system: Challenges and strategies, Marine Polic.y 134: 104770. https://doi.org/10.1016/j.marpol.2021.104770

C.Q. Ho, and A. Tirachini, "Mobility-as-a-service and the role of multimodality in the sustainability of urban mobility in developing and developed countries", Transp. Policy, vol. 145, pp. 161-176, 2024. http://dx.doi.org/10.1016/j.tranpol.2023.10.013

Liu, M., & Chamaratana, T. (2025). A qualitative exploration of ecotourism development and sustainability practices in border areas of the greater Mekong subregion. Geojournal of Tourism and Geosites, 58(1), 325–334. https://doi.org/10.30892/gtg.58129-1414

Beškovnik, B., & Golnar, M. (2020). Eliminating Barriers for Sustainable Transport Systems on Maritime Silk Road and Baltic–Adriatic Corridor under BRI. Sustainability, 12(18), 7412. https://doi.org/10.3390/su12187412

Kunavut, K., Okuda, A., & Lee, D. (2018). Belt and Road Initiative (BRI): Enhancing ICT connectivity in China-Central Asia Corridor. Journal of Infrastructure, Policy and Development, 2(1), 116. https://doi.org/10.24294/jipd.v2i1.164

Marshall, M. N. (1996). Sampling for qualitative research. Family Practice, 13(6), 522–525. https://doi.org/10.1093/fampra/13.6.522 Nigatu, T. F., & Tegegne, A. A. (2021). Potential Resources, Local Comminities’ Attitudes and Perceptions for Outdoor Recreation and Ecotourism Development in Urban Fringe Harego and Bededo Conserved Forest, South Wollo Zone, Ethiopia. GeoJournal of Tourism and Geosites, 39(4 supplement), 1421–1429. https://doi.org/10.30892/gtg.394spl13-786

Yoopetch, C., Kongarchapatara, B., & Nimsai, S. (2022). Tourism Forecasting Using the Delphi Method and Implications for Sustainable Tourism Development. Sustainability, 15(1), 126. https://doi.org/10.3390/su15010126

Caliskan, A., & Ozturkoglu, Y. (2018). Maritime Logistics. In Intelligent Transportation and Planning: Breakthroughs in Research and Practice (pp. 822-845). IGI Global. https://doi.org/10.4018/978-1-5225-5210-9.ch036

Chang, S.-M., Huang, Y.-Y., Shang, K.-C., & Chiang, W.-T. (2020). Impacts of regional integration and maritime transport on trade: with special reference to RCEP. Maritime Business Review, 5(2), 143-158. https://doi.org/10.1108/MABR 03-2020-0013

Belyaev, S. G., Dorogov, N. I., Kapitonov, I. A., & Asabina, S. N. (2020). Ensuring competition in the context of globalization of maritime transport services. Journal of Entrepreneurship and Sustainability Issues, 7(3), 1597-1611. https://doi.org/10.9770/jesi.2020.7.3(12)

Carbone, V., & De Martino, M. (2003). The changing role of ports in supply-chain management: an empirical analysis. In Maritime Policy & Management, 30(4), 305-320). https://doi.org/10.1080/0308883032000145618

Arof, A. M. (2015). The application of a combined Delphi-AHP method in maritime transport research-A review. Asian Social Science, 11(23), 73-82. https://doi.org/10.5539/ass.v11n23p73

Fagerholt, K., Christiansen, M., Magnus Hvattum, L., Johnsen, T. A. V., & Vabø, T. J. (2010). A decision support methodology for strategic planning in maritime transportation. Omega, 38(6), 465-474. https://doi.org/10.1016/j.omega.2009.12.003

Giannopoulos, G. A., & Aifandopoulou-klimis, G. (2004). Inland Maritime Transport in Greece after the Lifting of the Cabotage and Full Liberalization: A Review. Part 1: The Situation "before" and Expected Impacts. Transport Reviews, 24(4), 465-483. https://doi.org/10.1080/0144164042000181699

Evangelista, P., & Morvillo, A. (1999). Alliances in Liner Shipping: an Instrument to Gain Operational Efficiency or Supply Chain Integration? International Journal of Logistics Research and Applications, 2(1), 21-38. https://doi.org/10.1080/13675569908901570

Davarzani, H., Fahimnia, B., Bell, M., & Sarkis, J. (2016). Greening ports and maritime logistics: A review. Transportation Research Part D: Transport and Environment, 48, 473-487. https://doi.org/10.1016/j.trd.2015.07.007

Badan Pusat Statistik Kabupaten Wakatobi. (2023). Statistik Transportasi Kabupaten Wakatobi 2022. Wakatobi: BPS Kabupaten Wakatobi. https://wakatobikab.bps.go.id/id/publication/2023/12/15/8e895c3b9b4661858c49cc3a/statistik-transportasi-kabupaten-wakatobi-2022.html

Badan Pusat Statistik Kabupaten Wakatobi. (2022). Statistik Transportasi Kabupaten Wakatobi 2021. Wakatobi: BPS Kabupaten Wakatobi. https://wakatobikab.bps.go.id/id/publication/2022/12/09/f661cc2e578a9c1e95963567/statistik-transportasi-kabupaten-wakatobi-2021.html

Badan Pusat Statistik Kabupaten Wakatobi. (2022). Produk Domestik Regional Bruto Kabupaten Wakatobi Menurut Lapangan Usaha 2017-2021. Wakatobi: BPS Kabupaten Wakatobi. https://wakatobikab.bps.go.id/id/publication/2022/04/05/921a42617781b0be6e13554e/produk-domestik-regional-bruto-kabupaten-wakatobi-menurut-lapangan-usaha-2017-2021.html

Badan Pusat Statistik Kabupaten Wakatobi. (2020). Statistik Transportasi Kabupaten Wakatobi 2019. Wakatobi: BPS Kabupaten Wakatobi. https://wakatobikab.bps.go.id/id/publication/2020/12/15/676f621379789cc263e63283/statistik-transportasi-kabupaten-wakatobi-2019.html

Published

24-04-2026

How to Cite

Rizal, R., Harjun, H., Muh Syata, W., & M Hubaib, I. (2026). Analisis Dinamika Arus Barang dan Penumpang di Pelabuhan Laut Kabupaten Wakatobi dan Keterkaitannya dengan Sektor Transportasi Regional. PENG: Jurnal Ekonomi Dan Manajemen, 3(2), 1378-1388. https://doi.org/10.62710/gq5hw913