Cost Modeling of the Construction Safety Management System (CSMS) in Road Construction Projects in South Papua Province, Indonesia

Authors

DOI:

https://doi.org/10.31272/jeasd.3122

Keywords:

Safety management system, Cost components, Road construction, Safety cost, Model prediction

Abstract

The implementation of the Construction Safety Management System (CSMS) in road construction projects in Indonesia, particularly in South Papua Province, continues to face significant challenges due to limited guidance and inconsistent safety cost estimation. A key element of CSMS is proper safety budgeting, yet many project estimators lack adequate understanding of how these costs should be calculated. This study aims to estimate safety budgets for asphalt road construction projects using a cost modeling approach based on road length and width. Research data were obtained from cost budget plans, price quantity lists, unit price analyses, and as-built drawings. Descriptive analysis was applied to determine the proportion of safety costs, followed by multiple linear regression to develop a predictive model relating CSMS costs to road dimensions. The findings show that the average CSMS cost accounts for 1.17% of the total project value. The regression results indicate that safety costs increase with project scale. Each additional kilometer of road adds approximately IDR 29.5 million (USD 1,845), and each additional meter of road width adds approximately IDR 8.6 million (USD 537). These results provide practical guidance for contractors and procurement authorities in allocating safety budgets more accurately and strengthening compliance with construction safety regulations.

Author Biographies

M Asad Abdurrahman, Department of Civil Engineering, Universitas Hasanuddin, Gowa 92171, Indonesia

Assisstant Professor, Department of Civil Engineering, Universitas Hasanuddin, Gowa 92171

Anggun Meranti Yuwandari Baswetan, Department of Civil Engineering, Universitas Hasanuddin, Gowa 92171, Indonesia

Master Student, Department of Civil Engineering, Universitas Hasanuddin, Gowa 92171

Rosmariani Arifuddin, Department of Civil Engineering, Universitas Hasanuddin, Gowa 92171, Indonesia

Associate Professor, Department of Civil Engineering, Universitas Hasanuddin, Gowa 92171

References

Z. Liu, S. Schindler, and W. Liu, “Demystifying Chinese overseas investment in infrastructure: Port development, the Belt and Road Initiative and regional development,” J. Transp. Geogr., vol. 87, 2020, doi: https://doi.org/10.1016/j.jtrangeo.2020.102812.

J. Yaro and G. Sali, “Effective Communication for Enhancing Occupational Health, Safety, and Risk Management in the Mining Industries in Papua New Guinea: A Case Study of Porgera Gold Mining in the Enga Province,” South Pacific Stud., vol. 44, no. 1, 2023. http://cpi.kagoshima-u.ac.jp/publications/southpacificstudies/sps/sps44-12/SouthPacificStudies44-12-pp33-56.pdf

L. Rivera, H. J. Baguec, and C. Yeom, “A study on causes of delay in road construction projects across 25 developing countries,” Infrastructures, vol. 5, no. 10, 2020, doi: https://doi.org/10.3390/infrastructures5100084.

G. K. Koulinas et al., “Multicriteria health and safety risk assessments in highway construction projects,” Sustainability, vol. 15, no. 12, 2023, doi: https://doi.org/10.3390/su15129241

I. E. Widiastuti, H. Purba, and A. Purba, “Identification of safety risk in construction project: A systematic literature review,” Adv. Res. Civ. Eng., vol. 2, no. 3, pp. 24–40, 2020, doi: https://doi.org/10.30469/arce.2020.117871.

S. V. Gomes, L. Kluppels, and J. L. Cardoso, “Road safety capacity building actions in Africa. Results from the SaferAfrica project,” Transp. Res. Procedia, vol. 72, pp. 3474–3480, 2023, doi: https://doi.org/10.1016/j.trpro.2023.11.767.

M. R. Čabarkapa, “Inclusive road infrastructure safety management in the settlement: An approach to improving the safety of vulnerable road users,” Tehnika, vol. 75, no. 6, pp. 777–781, 2020, doi: https://doi.org/10.5937/tehnika2006777C.

V. A. A. Flores, F. O. Sousa, and S. Oda, “Enhancing Risk Management in Road Infrastructure Facing Flash Floods through Epistemological Approaches,” Buildings, vol. 14, no. 7, 2024, doi: https://doi.org/10.3390/buildings14071931.

F. Handoko et al., “The Occupational Health and Safety Effect on Road Construction Worker Performance,” Civ. Eng. Archit., vol. 8, no. 5, pp. 750–759, 2020, doi: https://doi.org/10.13189/cea.2020.080502.

L. Shbeeb, “Evaluating Road work site safety management: A case study of the Amman bus rapid transit project construction,” Cogent Eng., vol. 11, no. 1, 2024, doi: https://doi.org/10.1080/23311916.2023.2283320.

P. Baral and M. P. Koirala, “Assessment of Safety and Health Practices in Road Construction,” Open J. Saf. Sci. Technol., vol. 12, no. 4, pp. 85–95, 2022, doi: https://doi.org/10.4236/ojsst.2022.124008.

D. K. Das, “Exploring the Factors and Measures to Improve Safety in Road Construction in India,” Journal of Construction in Developing Countries, vol. 27, no. 1, pp. 139–152, 2022, doi: https://doi.org/10.21315/jcdc2022.27.1.8.

C. Zhu et al., “Monitoring and Identification of Road Construction Safety Factors via UAV,” Sensors, vol. 22, no. 22, 2022, doi: https://doi.org/10.3390/s22228797.

D. Nkurunziza, “Investigation into Road Construction Safety Management Techniques,” Open J. Saf. Sci. Technol., vol. 10, no.3, pp. 81–90, 2020, doi: https://doi.org/ https://doi.org/10.4236/ojsst.2020.103007.

X. Zhang et al., “Safety Assessment in Road Construction Work System Based on Group AHP-PCA,” Math. Probl. Eng., vol. 2020, 2019, doi: https://doi.org/10.1155/2020/6210569.

M. Smetana et al., “Highway Construction Safety Analysis Using Large Language Models,” Appl. Sci., vol. 14, no. 4, 2024, doi: https://doi.org/10.3390/app14041352.

A. Solodkiy and A. Gorev, “Determination of basic factors for the successful implementation of the safe and high-quality roads project,” Transp. Res. Procedia, vol. 36, pp. 741–746, 2018, doi: https://doi.org/10.1016/j.trpro.2018.12.097.

S. Defila, S. K. Drajad, and S. K. Hapsari, “The Effect of Implementation of Construction Safety Management System on The Level of Work Accidents,” Logic: J. Ranc. Bangun Teknol., vol. 23, no. 2, pp. 68–76, 2023, doi: https://doi.org/10.31940/logic.v23i2.68-76.

S. Yoon, T. Chang, and S. Chi, “Developing an Integrated Construction Safety Management System for Accident Prevention,” J. Manage. Eng., vol. 40, no. 6, 2024, doi: https://doi.org/10.1061/JMENEA.MEENG-6074.

R. A. Ratriwardhani et al., “Implementation of Contractor Safety Management System (CSMS) PT. Waskita Karya on Rigid Pavement Subcontractor,” Rev. Gestão Soc. Ambient, vol. 18, no. 5, 2024, doi: https://doi.org/10.24857/rgsa.v18n5-093.

Y. Feng, “Effect of safety investments on safety performance of building projects,” Safety Science, vol. 59, pp. 28–45, 2013, doi: https://doi.org/10.1016/j.ssci.2013.04.004.

M. López-Alonso, M. P. Ibarrondo-Dávila, M. C. Rubio-Gámez, and T. G. Munoz, “The impact of health and safety investment on construction company costs,” Saf. Sci., vol. 60, pp. 151–159, 2013, doi: https://doi.org/10.1016/j.ssci.2013.06.013.

I. N. Ginartha, L. Sudiajeng, and E. Y. Setyono, “Analysis of the Level of OHS Implementation and Its Impact on the Level of Work Accidents and OHS Costs in Construction Projects, (Case Study: Construction Project of Buildings 1A and 1B of Bangli General Hospital)”. Civil Engineering Department, Bali State Polytechnic, Indonesia, 2022.

The Ministry of Manpower of the Republic of Indonesia, The Indonesian National Occupational Safety and Health Profile in 2022 (in Bahasa), 2022. [Accessed: January 2, 2023]

R. Usukhbayar and J. Choi, “Critical safety factors influencing on the safety performance of construction projects in Mongolia,” J. Asian Archit. Build. Eng., vol. 19, no. 6, pp. 600–612, 2020, doi: https://doi.org/10.1080/13467581.2020.1770095.

The Ministry of Public Works and Housing of the Republic of Indonesia, Evaluation of OHS Implementation in National Infrastructure Projects (in Bahasa). https://pu.go.id/berita/penerapan-smk3-di-proyek-konstruksi-kurangi-kecelakaan-kerja. [Accessed: January 6, 2023]

A. S. R. Arifin, A. Suraji, and B. Istijono, “Pengukuran Tingkat Penerapan Norma, Standar, Prosedur Dan Kriteria Keselamatan Dan Kesehatan Kerja Pada Proyek Konstruksi,” J. Rekayasa Sipil, vol. 10, no. 2, pp. 31–40, 2014, doi: https://doi.org/10.25077/jrs.10.2.31-40.2014.

A. N. Qolbi and P. Muliawan, “Hubungan Persepsi Iklim Keselamatan Dengan Kepatuhan Pekerja Konstruksi Pada Program K3 Di Proyek X,” Arch. Community Health, vol. 7, no. 1, pp. 1–10, 2020, doi: https://doi.org/10.24843/ACH.2020.V07.I01.P01.

A. Suraji, “Studi Penerapan Kebijakan Keselamatan Pada Proyek Gedung di Indonesia,” J. Rekayasa Sipil, vol. 18, no. 3, pp. 230–243, 2022, doi: https://doi.org/10.25077/jrs.18.3.230-243.2022.

I. A. I. D. Lestari, M. Tejamaya, and A. C. Sjaaf, “Cost-Benefit Analysis of Implementation of Occupational Health and Safety: Literature Review,” Indian J. Public Health Res. Dev., vol. 12, no. 3, pp. 366–370, 2021, doi: https://doi.org/10.37506/ijphrd.v12i3.16086.

I. Thiede and M. Thiede, “Quantifying the costs and benefits of occupational health and safety interventions at a Bangladesh shipbuilding company,” Int. J. Occup. Environ. Health, vol. 21, no. 2, pp. 127–136, 2015, doi: https://doi.org/10.1179/2049396714y.0000000100.

C. A. Mustard and B. Yanar, “Estimating the financial benefits of employers’ occupational health and safety expenditures,” Saf. Sci., vol. 159, 2023, doi: https://doi.org/10.1016/j.ssci.2022.106008.

A. K. Sharma, “Safety management of road tunnel during construction—a case study,” Int. J. Eng. Trends Technol., vol. 67, no. 5, 2019, doi: https://doi.org/10.14445/22315381/IJETT-V67I5P206.

K. Yang, K. Kim, and S. Go, “Towards effective safety cost budgeting for apartment construction: A case study of occupational safety and health expenses in South Korea,” Sustainability, vol. 13, no. 3, 2021, doi: https://doi.org/10.3390/su13031335.

A. B. Ketabi and G. Heravi, “Developing a framework for evaluating construction project safety levels and optimal cost allocation to safety influential factors,” Eng. Constr. Archit. Manage., vol. 29, no. 2, pp. 643–668, 2022, doi: https://doi.org/10.1108/ECAM-07-2020-0536.

N. S. N. Yiu, N. N. Sze, and D. W. M. Chan, “Implementation of Safety Management Systems in Hong Kong Construction Industry – a Safety practitioner’s Perspective,” Journal of Safety Research, vol. 64, pp. 1–9, Feb. 2018, doi: https://doi.org/10.1016/j.jsr.2017.12.011

R. Fitriani, Y. Latief, and P. Marhayudi, “The Security Cost as Part of Construction Safety Cost: Case Study of Flats Construction,” Int. J. Saf. Secur. Eng., vol. 12, no. 1, pp. 47–53, 2022, doi: https://doi.org/10.18280/ijsse.120106.

A. R. A. Hamid, B. Sing, and A. S. Mohd, “Cost of compliance with health and safety management system among contractors in the construction industry”, National Seminar on Civil Engineering Research, Universiti Teknologi Malaysia Institutional Repository, vol. 10, 2014, doi: https://doi.org/10.13140/2.1.1158.9445.

S. S. Mangave, A. S. Sajane, D. B. Desai, S. Patil, and V. R. Nejka, “Safety Cost Analysis for Building in Construction Industry,” International Journal for Research in Applied Science and Engineering Technology, vol. 11, no. 5, pp. 4609–4619, May 2023, doi: https://doi.org/10.22214/ijraset.2023.52667

M. J. BashirPour and H. M. Heravi, “Safety Costs Evaluation in the Construction Industry Using Risk Assessment Approach,” Iran. J. Oper. Res., vol. 12, no. 2, pp. 83–97, 2021, https://iors.ir/journal/article-1-758-en.pdf.

M. Yılmaz and L. O. Uğur, “Comparison of estimated occupational health and safety costs with actual costs in maintenance and repair projects of public buildings,” Int. J. Occup. Saf. Ergon., vol. 27, no. 2, pp. 633–639, 2021, doi: https://doi.org/10.1080/10803548.2019.1660528.

Y. W. Kim and S. Kim, “Allocating Safety Cost Using in Construction Site,” Teh. Glas., vol. 17, no. 4, pp. 594–597, 2023, doi: https://doi.org/10.31803/tg-20230104151203.

Z. F. Olcay, G. Ünkaya, and G. D. Dursun, “The effect of OHS costs on accident severity rate in the construction industry,” Bus. Manage. Stud.: Int. J., vol. 9, no. 3, pp. 1076–1087, 2021, doi: https://doi.org/10.15295/bmij.v9i3.1877.

F. J. Forteza, J. M. Carretero-Gómez, and A. Sesé, “Safety in the construction industry: accidents and precursors,” Rev. Constr., vol. 19, no. 2, pp. 271–281, 2020, doi: https://doi.org/10.7764/RDLC.19.2.271.

R. L. Wasserstein and N. A. Lazar, “The ASA Statement on p-Values: Context, Process, and Purpose,” Amer. Stat., vol. 70, no. 2, pp. 129–133, 2016, doi: https://doi.org/10.1080/00031305.2016.1154108.

F. E. Harrell, Regression Modeling Strategies, 2nd ed. Springer, 2015, doi: https://doi.org/10.1007/978-3-319-19425-7.

M. H. Kutner, C. J. Nachtsheim, J. Neter, and W. Li, Applied Linear Statistical Models, 5th ed. McGraw-Hill, 2005.

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Key Dates

Received

2024-11-09

Revised

2025-11-14

Accepted

2025-11-14

Published Online First

2025-12-22

Published

2026-01-01

How to Cite

Abdurrahman, M. A., Baswetan, A. M. Y., & Arifuddin, R. (2026). Cost Modeling of the Construction Safety Management System (CSMS) in Road Construction Projects in South Papua Province, Indonesia. Journal of Engineering and Sustainable Development, 30(1), 11-18. https://doi.org/10.31272/jeasd.3122

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