QUANTITATIVE EVALUATION OF MATERIAL WASTE AND ITS ROOT CAUSES IN BRIDGE CONSTRUCTION USING PARETO AND FISHBONE FRAMEWORK
DOI:
https://doi.org/10.24191/myse.v13i2.9673Keywords:
Material waste, Bridge construction, Pareto analisis, Fishbone diagramAbstract
Material waste is one of the most persistent issues affecting the efficiency, cost, and sustainability of construction projects. In large-scale bridge construction, excessive waste not only escalates project costs but also undermines environmental performance and resource utilization. This study quantitatively evaluates the types, magnitude, and root causes of material waste in the construction of the Main Bridge (MB) STA 6+876, part of the Sigli-Banda Aceh Toll Road project in Indonesia. A descriptive quantitative approach utilised primary data from 70 respondents (owners, contractors, and consultants) and secondary data from project documentation and cost estimates (BoQ). The analysis employed the Pareto method to identify dominant waste contributors, a Fishbone Diagram to determine causal factors, and the Statistical Package for the Social Sciences (SPSS) to validate the descriptive results. The Pareto analysis revealed that deformed steel bars (BJTD 40) accounted for 84.17% of total material waste costs, followed by structural concrete class B-1-1a at 14.78%. The Fishbone analysis identified unexpected site conditions (weather and soil), errors in ordering and delivery, and inadequate material storage as the primary causes of waste generation. SPSS analysis confirmed the statistical dominance of these factors, supporting the reliability and validity of the findings. The results emphasized the need for enhanced accuracy in material planning, procurement, supervision, workforce training, and risk mitigation. This integrated framework is recommended as a practical reference for improving material efficiency and reducing waste in future infrastructure projects.
References
Abulebdah, A., Musharavati, F., & Fares, E. (2024). Integrative approach for optimizing construction and demolition waste management practices in developing countries. Sustainable Environment: An International Journal of Environmental Health and Sustainability, 10(1), Article 2319905. https://doi.org/10.1080/27658511.2024.2319905
Aftab, U., Aslam, M., Ulhaq, A., Jaleel, F., Malik, S., & Zahoor, H. (2025). Deconstructing construction wastes: Exploring waste generation causes and their impact on project performances. PLoS One, 20(5), Article e0322295. https://doi.org/10.1371/journal.pone.0322295
Alotaibi, S., Martinez-Vazquez, P., & Baniotopoulos, C. (2025). Factors causing waste in construction of mega-projects: Case studies from Saudi Arabia. Sustainability, 17(9), Article 4011. https://doi.org/10.3390/su17094011
Anaç, M., Gumusburun Ayalp, G., & Karabeyeser Bakan, M. (2024). A roadmap for reducing construction waste in developing countries. Sustainability, 16(12), Article 5057. https://doi.org/10.3390/su16125057
Anggraini, W., Harpito, Siska, M., & Novitri, D. (2022). Implementation of lean construction to eliminate waste: A case study construction project in Indonesia. Jurnal Teknik Industri, 23(1), 1–16. https://doi.org/10.22219/JTIUMM.Vol23.No1.1-16
Balasbaneh, A. T., Sher, W., Li, J., & Ashour, A. (2025). Systematic review of construction waste management scenarios: Informing life cycle sustainability analysis. Circular Economy and Sustainability, 5, 529–553. https://doi.org/10.1007/s43615-024-00424-z
Ferriz-Papi, J. A., Lee, A., & Alhawamdeh, M. (2024). Examining the challenges for circular economy implementation in construction and demolition waste management: A comprehensive review using systematic methods. Buildings, 14(5), Article 1237. https://doi.org/10.3390/buildings14051237
Heffernan, E., & Kempton, L. (2025). Beyond construction waste management: A systematic review of strategies for the avoidance and minimisation of construction and demolition waste in Australia. Sustainability, 17(15), Article 7095. https://doi.org/10.3390/su17157095
Ishak, N. R., & Mahayuddin, S. A. (2025). Assessment tool for best practices of construction waste minimisation. Malaysian Journal of Sustainable Environment, 12(1). https://doi.org/10.24191/myse.v12i1.1641
Kannan, D., Khademolqorani, S., Janatyan, N., & Alavi, S. (2024). Smart waste management 4.0: The transition from a systematic review to an integrated framework. Waste Management, 174, 1–14. https://doi.org/10.1016/j.wasman.2023.08.041
Karaca, F., Tleuken, A., Awan, H. H., Askar, R., Çidik, M. S., Iskakova, A., Turkyilmaz, A., Laudal, T., Durdyev, S., Varol, H. A., Salles, A., Bajāre, D., Tambovceva, T., Zsembinszki, G., Puma, G. C. C., Kapsalyamova, Z., Kripa, D., Azhgaliyeva, D., Nano, X., . . . Bragança, L. (2024). Stakeholder perspectives on the costs and benefits of circular construction. Scientific Reports, 14, Article 30039. https://doi.org/10.1038/s41598-024-81741-z
Mohammad, A. H. (2025). Minimizing construction waste: Management practice strategies across all project stages. Engineering, Technology & Applied Science Research, 15(4), 25118–25126. https://doi.org/10.48084/etasr.10850
Moradi, S., & Sormunen, P. (2023). Revisiting the concept of waste and its causes in construction from analytical and conceptual perspectives. Construction Management and Economics, 41(8), 621–633. https://doi.org/10.1080/01446193.2023.2189278
Naji, K. K., Gunduz, M., & Hamaidi, M. F. (2022). Major factors affecting construction waste management in infrastructure projects using the Structural Equation Model. Journal of Construction Engineering and Management, 148(10). https://doi.org/10.1061/(ASCE)CO.1943-7862.0002358
Patil, Y. R., Dakwale, V. A., & Ralegaonkar, R. V. (2024). Recycling construction and demolition waste in the sector of construction. Advances in Civil Engineering, 2024, Article 6234010. https://doi.org/10.1155/2024/6234010
Rani, H. A., & Adamy, A., Afifuddin, M., & Situmeang, S. Y. (2023). Identifying construction waste using lean management in a delayed project: Case of Emergency Department Building in Pidie Jaya Regency Hospital, Aceh Province, Indonesia. AIP Conference Proceedings, 2702, Article 020001. https://doi.org/10.1063/5.0157638
Rani, H. A., & Arlianti, N. (2024). Dasar-Dasar Statistika dan Probabilitas dalam Ilmu Sains. Deepublish.
Rani, H. A., Syammaun, T., Darwis, D., Mubarak, M. H., & Aqsha, M. S. (2024). Factors causing construction waste: A case study in Aceh Besar Regency. Malaysian Journal of Sustainable Environment, 11(2). https://doi.org/10.24191/myse.v12i1.2529
Shajidha, H., & Mortula, M. M. (2025). Sustainable waste management in the construction industry. Frontiers in Sustainable Cities, 7, 43–54. https://doi.org/10.3389/frsc.2025.1582239
Swarnakar, V., & Khalfan, M. (2024). Circular economy in construction and demolition waste management: An in-depth review and future perspectives in the construction sector. Smart and Sustainable Built Environment. Advance online publication. https://doi.org/10.1108/SASBE-02-2024-0056
Tong, N., Domingo, N., & Le, A. T. H. (2023). Construction waste estimation methods: A systematic literature review. In Proceedings of the 11th World Construction Symposium (pp. 420–431). Ceylon Institute of Builders. https://doi.org/10.31705/WCS.2023.35
Viswalekshmi, B., & Bendi, D. (2023). A comprehensive model for quantifying construction waste in high-rise buildings in India. Waste Management & Research: The Journal for a Sustainable Circular Economy, 42(2), 111–125. https://doi.org/10.1177/0734242X231178227
Zhang, Y., Pan, W., Teng, Y., & Chen, S. W. (2024). Construction waste reduction in buildings through modular and off-site construction. Journal of Management in Engineering, 40(4). https://doi.org/10.1061/JMENEA.MEENG-5828
Zheng, Z., Su, Y., Wang, X., & Zhou, Z. (2024). Developing a construction waste management performance calculator for highway construction. Scientific Reports, 14, Article 27679. https://doi.org/10.1038/s41598-024-79522-9
Downloads
Published
Issue
Section
License
Copyright (c) 2026 Hafnidar A Rani, Tamalkhani Syammaun, Firmansyah Rachman, Iswan Bahagia

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
Myse journal is a scholarly online, open access, peer reviewed journal.
Started in June 2023, the Malaysian Journal of Sustainable Environment is licensed under CC BY-NC-ND 4.0



