Decision-Making Model for Prioritizing Toll Road Investment Projects in Sumatra Using Analytic Hierarchy Process (AHP)
DOI:
https://doi.org/10.58344/locus.v5i8.6238Keywords:
Toll Road Investment, AHP, Swot-Tows, Decision-Making, Trans-SumatraAbstract
The Trans-Sumatra Toll Road (Jalan Tol Trans Sumatera [JTTS]) is a national strategic infrastructure project spanning approximately 2,800 km and designed to enhance connectivity and promote economic growth across Sumatra. However, investment prioritization among its 25 segments remains inconsistent because of subjective judgments, policy and regulatory changes, and the absence of a structured multicriteria evaluation framework. This study developed a decision-making model for prioritizing toll road investments by integrating Strengths, Weaknesses, Opportunities, and Threats (SWOT)–Threats, Opportunities, Weaknesses, and Strengths (TOWS) analysis with the Analytic Hierarchy Process (AHP) to address identified limitations in existing prioritization practices. A mixed-methods approach combining qualitative SWOT–TOWS analysis and quantitative AHP was employed, involving 34 expert respondents representing toll road stakeholders. An initial set of 75 indicators was screened using a grand mean threshold of 3.70, and the selected indicators were subsequently synthesized into 10 evaluation criteria for pairwise comparison and consistency assessment. Transportation Network Integration and Connectivity emerged as the highest-weighted criterion (0.166), followed by Technical and Geometric Conditions (0.147) and Economic Impact and Regional Distribution (0.116). The consistency ratio (CR) of 0.04 indicated an acceptable level of consistency in the pairwise comparison judgments. The integrated SWOT–TOWS–AHP framework provides a structured, transparent, and replicable decision-support approach for strengthening infrastructure investment governance and aligning toll road investment priorities with national development objectives.
References
Asian Development Bank. (2023). Asian Development Outlook 2023: Strengthening regional cooperation for resilient supply chains.
Amankwah-Nkyi, K., Kwofie, T. E., & Frimpong, S. (2025). Assessing transportation asset criticality using the analytical hierarchy process (AHP): A stakeholder-informed approach. Sustainability, 17(11), 5212.
Bacon, D. R. (2003). A comparison of approaches to importance-performance analysis. International Journal of Market Research, 45(1), 55–71.
Bari?, D., & Željko, S. (2021). Multi-criteria decision-making on road transport vehicles by the AHP method. Sustainability, 13(19), 10683.
Badan Pengatur Jalan Tol. (2023). Annual performance report 2023. Ministry of Public Works and Housing.
CORE Indonesia. (2023). Economic impact assessment of the Trans-Sumatra Toll Road.
Cowan, N. (2001). The magical number 4 in short-term memory: A reconsideration of mental storage capacity. Behavioral and Brain Sciences, 24(1), 87–114.
Hong, P., Park, S.-H., Lee, T., & Kim, S.-C. (2026). Structured prioritization of stakeholder preferences in digital governance: A comparative AHP framework for public-sector decision alignment. Transforming Government: People, Process and Policy, 1–21.
Indonesia. (2014). Presidential Regulation No. 100 of 2014 on the acceleration of toll road provision. State Secretariat.
Indonesia. (2015). Presidential Regulation No. 117 of 2015, amendment to Presidential Regulation No. 100/2014. State Secretariat.
Indonesia. (2024). Presidential Regulation No. 42 of 2024 on the acceleration of toll road development in Sumatra. State Secretariat.
Ishizaka, A., & Labib, A. (2011). Review of the AHP and its applications. Expert Systems with Applications, 38(11), 14310–14317.
Jin, X., et al. (2018). Application of AHP in property investment decisions. Property Management, 36(4), 347–362.
Ministry of Public Works and Housing. (2023). Strategic plan 2020–2024.
Mohamad, Z. Z., Razak, R. A., Mansor, N. A., & Vija, V. (2026). Integrating multi-stakeholder perspectives and policy frameworks to design a sustainability balanced scorecard for net zero municipalities in Malaysia. Discover Sustainability.
Mukhtar, S.-M., & Bahormoz, A. (2022). An integrative framework for stakeholder engagement: Reconciling and integrating stakeholders’ conflicting CSR priorities in management decision-making. Journal of Decision Systems, 31(4), 407–432.
Petrillo, A., et al. (2023). Expanding the AHP framework: Integrating risk, opportunities, costs, and benefits in infrastructure decision-making. Journal of Risk and Financial Management.
PwC Indonesia. (2023). Logistics cost: Indonesia’s strategy to fight off high costs. PwC Indonesia Infrastructure News.
Quadros, R. M., & Nassi, C. (2015). Economic impact in transportation infrastructure investment decision-making: An AHP application. Transport Policy, 37, 18–29.
Rifqi, M. A., & Siallagan, M. P. S. (2025). Prioritization of Trans-Sumatra Toll Road Segment Phase II using the analytical hierarchy process. Jurnal Impresi Indonesia, 4(6), 2141–2159.
Saaty, T. L. (1980). The analytic hierarchy process: Planning, priority setting, resource allocation. McGraw-Hill.
Saaty, T. L. (2008). Relative measurement and its generalization in decision making. RACSAM, 102(2), 251–265.
Saaty, T. L., & Vargas, L. G. (2012). Models, methods, concepts and applications of the analytic hierarchy process. Springer.
Shirazi, M., & Naderi, S. (2024). Assessing the influence level of effective factors on road projects using AHP and Expert Choice. International Journal of Transportation Engineering, 11(2), 175–188.
Sugiyono. (2016). Metode penelitian kuantitatif, kualitatif, dan R&D. Alfabeta.
Vaidya, O. S., & Kumar, S. (2006). Analytic hierarchy process: An overview of applications. European Journal of Operational Research, 169(1), 1–29.
Wang, M. K., Lim, J. Y., Lin, Z., Ngan, S. L., Chan, Y. J., & Lam, H. L. (2025). Demystifying priority of deploying sustainable petrochemical waste management: Multi-stakeholder insights from a developing country. Journal of Cleaner Production, 529, 146792.
World Bank. (2021). Improving Indonesia’s logistics performance: A plan for action.
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