FACTORS IDENTIFICATION FOR STRATEGIC FINANCIAL MANAGEMENT OF AN EFFECTIVE ROAD MAINTENANCE: A REVIEW
DOI:
https://doi.org/10.11113/aej.v15.22445Keywords:
road preservation, Environmental information, Financial pressure, Multidisciplinarity, Outsource, Reliability, Construction equipment, Design thinking, Public sector, Thailand, Strategic management plan, Vehicle and tool managementAbstract
Road maintenance works need to be carried out regularly to maintain pavement conditions and ensure road user safety. However, road maintenance management is becoming more complex due to large numbers of ageing roads and limited funds for maintenance. Finance is among the crucial components of road maintenance operations. Ineffective financial management leads to the inefficient use of funds and delay of maintenance work. It has been demonstrated that strategic management practices have contributed to increasing the effectiveness of financial management due to the practices that centre on methods towards achieving maintenance goals. Therefore, this paper conducts a review to identify the financial management factors that will impact the effectiveness of road maintenance financial management. Data were sourced from electronic databases with specific searched keywords related to financial management. Factor searching focused on prevalent domains such as financial goals, financial planning, financial organizing, financial leading, and financial monitoring. A total of seventy-two (72) papers have undergone review, unveiling fifty-two (52) distinct factors. Financial goals contribute about seven (7) factors, financial planning to twenty-one (21) factors, financial organizing about seven (7) factors, financial leading to nine (9) factors, and financial monitoring to eight (8) factors. The review conducted in this paper sheds light on the multitude of factors influencing financial management effectiveness in road maintenance. Identifying key areas can develop targeted strategies to enhance financial efficiency and optimize maintenance efforts. The findings also underscore the necessity for continued research in this field to address the complexities of road maintenance and ensure the long-term sustainability of transportation infrastructure.
References
Altaf, M., Alalaoul, S.W., Musarat, M.A., Hussain, A., Saad, S., Rabbani, M.B.A. and Ammad, M. 2022. Evaluating the Awareness and Implementation Level of LCCA in the Construction Industry in Malaysia. Ain Shams Engineering Journal. 13 (5): 101686. DOI: https://doi.org/10.1016/j.asej.2021.101686
Majstorović, A. and Jajac, N. 2022. Maintenance Management Model for Nonurban Road Network. Infrastructure. 7(6): 80. DOI: https://doi.org/10.3390/infrastructures7060080
Guan, J., Yang, X., You. L., Ding, L. and Cheng. X. 2022. Multi-Objective Optimization for Sustainable Road Network Maintenance under Traffic Equilibrium: Incorporating Costs and Environmental Impacts. Journal of Cleaner Production. 334: 130103. DOI: https://doi.org/10.1016/j.jclepro.2021.130103
Mahpour, A. and El-Diraby, T. 2022. Application of Machine-Learning in Network-Level Road Maintenance Policy-Making: The Case of Iran. Expert Systems with Applications, 191: 116283. DOI: https://doi.org/10.1016/j.eswa.2021.116283
Almeida, N., Trindade, M., Komljenovic, D. and Finger, M. 2022. A Conceptual Construct on Value for Infrastructure Asset Management. Utilities Policy. 75: 101354. DOI: https://doi.org/10.1016/j.jup.2022.101354
Marović, I., Androjić, I., Jajac, N. and Hanák, T. 2018. Urban Road Infrastructure Maintenance Planning with Application of Neural Networks. Complexity. 2018 (1). DOI: https://doi.org/10.1155/2018/5160417
Giglio, J.M., Friar J.H. and Crittenden, W.F. 2018. Integrating Lifecycle Asset Management in the Public Sector. Business Horizons. 61(4): 511-519. DOI: https://doi.org/10.1016/j.bushor.2018.03.005
Islam, M., Mohamed, S.F. and Mahmud, S.H. 2022. Factors Affecting Operation and Maintenance Cost Budget in Highway Projects. International Journal of Accounting, Finance and Business (IJAFB). 7: 39: 125-143. DOI: https://doi.org/10.55573/IJAFB.073913
Macorig, D., and Ristori, C. and Bertoli. V. 2020. Development of a Method to Evaluate Priorities of Intervention on the Road Network of the Province of Pisa. Transportation Research Procedia. 45: 103-110. DOI: https://doi.org/10.1016/j.trpro.2020.02.091
Höglund, L., Mårtensson, M. and Thomson, K. 2021. Strategic Management, Management Control Practices and Public Value Creation: The Strategic Triangle in the Swedish Public Sector. Accounting, Auditing & Accountability Journal, 34(7): 1608-1634. DOI: https://doi.org/10.1108/AAAJ-11-2019-4284
Shahid, M.A. 2019. Maintenance Management of Pavements for Expressway in Malaysia. IOP Conf.Series: Material Science and Engineering. 512: 012043. DOI: https://doi.org/10.1088/1757-899X/512/1/012043
Jasmi, S.Z.A, Ayob, M, F., Rashid, K.A. and Rahim, F.A.M. 2018. A Review on the State of Cost Data Inputs of Life Cycle Cost (LCC) for Rigid Pavement Maintenance and Rehabilitation in Malaysia. Journal of Design and Built Environment. 1.
Ismail, A., Razelan, I.S.M., Yusof, L.M., Zulkiple, M. and Masri, K. A. 2021. An Overview of Pavement Maintenance Management Strategies in Malaysia. IOP Conf. Series: Earth and Environmental Science. 682: 012042. DOI: 10.1088/1755-1315/682/1/012042
Yu, G., Wang, Y., Hu, M., Shi, L., Mao, Z. and Sugumaran, V. 2021. RIOMS: An intelligent System for Operation and Maintenance of Urban Roads Using Spatio-Temporal Data in Smart Cities. Future Generation Computer Systems. 115: 583-609. DOI: https://doi.org/10.1016/j.future.2020.09.010
Zakaria, Z., Ismail, S. and Yusof, A.M. 2013. Effectiveness of Pavement Management System and its Effects to the Closing of Final Account in Construction Project in Malaysia. Journal of Physics: Conference Series. 423: 012034. DOI: https://doi.org/10.1088/1742-6596/423/1/012034
Gertler, P.J., Gonzalez-Navarro, M., Gračner, T. and Rothenberg, A.D. 2024. Road Maintenance and Local Economic Development: Evidence from Indonesia’s Highways. Journal of Urban Economics. 143: 103687. DOI: https://doi.org/10.1016/j.jue.2024.103687
Mahpour, A. and El-Diraby, M. 2024. Reliable Network-level Pavement Maintenance Budget Allocation: Algorithm Selection and Parameter Tuning Matter. Swarm and Evolutionary Computation. 86: 101493. DOI: https://doi.org/10.1016/j.swevo.2024.101493
Cao, L., Tan, T., Hou,X. and Dong, Z. 2024. Decision-Making Optimization Model for the Targeted Sustainable Maintenance of a Complex Road Network. Journal of Cleaner Production. 434: 139891
DOI: https://doi.org/10.1016/j.jclepro.2023.139891
Warner, S. and Hussain, S. 2022. The Finance Book. London: Pearson.
Guyadeen, D., Henstra, D., Kaup, S. and Wright, G. 2023. Evaluating the Quality of Municipal Strategic Plans. Evaluation and Program Planning. 96: 102186. DOI: https://doi.org/10.1016/j.evalprogplan.2022.102186
David, F.R. and David, F.R. 2015. Strategic Management. London: Pearson.
Dzulkifli, N., Sarbini, N.N., Ibrahim, I.S., Abidin, N.A., Yahaya, F.M. and Azizan, N.Z.N. K.G. 2021. Review on Maintenance Issues Toward Building Maintenance Management Best Practices. Journal of Building Engineering. 44: 102985. DOI: https://doi.org/10.1016/j.jobe.2021.102985
Maslesa, E., Jensen, P.A. and Birkved, M. 2018. Indicators for Quantifying Environmental Building Performance: A Systematic Literature Review. Journal of Building Engineering. 19: 552-560. DOI: https://doi.org/10.1016/j.jobe.2018.06.006
Busalim, A.H. and Hussin, A.R.C. 2016. Understanding Social Commerce: A Systematic Literature Review and Directions for Further Research. International Journal of Information Management. 36(6): 1075 1088. DOI: http://dx.doi.org/10.1016/j.ijinfomgt.2016.06.005
Eck, N.J.V. & Waltman, L. 2023. VOSviewer Manual. Available at: https://www.vosviewer.com/documentation/Manual_VOSviewer_1.6.19.pdf (Accessed on 18th September 2024).
Zada, M., Khan, J., Saeed, A., Zada, S. and Jun, Z.Y. 2023. Linking Public Leadership with Project Management Effectiveness: Mediating Role of Goal Clarity and Moderating Role of Top Management Support. Heliyon, 9(5): e15543. DOI: https://doi.org/10.1016/j.heliyon.2023.e15543
Hoek, M.V.D., Groeneveld, S. and Kuipers, B. 2018. Goal Setting in Teams: Goal Clarity and Team Performance in the Public Sector. Review of Public Personnel Administration. 38(4): 472-493. DOI: https://doi-org.ezproxy.utm.my/10.1177/0734371X16682815
Bates, T.C., Enkhbat, T., Gray, E., Lee, J. and Zakharin, M. 2023. How to Get Things Done: Tight Linkage of Conscientiousness with Twelve Mechanisms of Goal Setting Theory. Personality and Personal Differences. 214: 112331. DOI: https://doi.org/10.1016/j.paid.2023.112331
Ahmed, S., Vedagiri, P. and Rao, K.V.K. 2017. Prioritization of Pavement Maintenance Sections Using Objective Based Analytic Hierarchy Process. International Journal of Pavement Research and Technology. 10(2): 158-170. DOI: http://dx.doi.org/10.1016/j.ijprt.2017.01.001
Heinitz, F.M. 2018. Consistency of State Road Network Master Plan Development Steps. Case Studies on Transport Policy. 6(3): 400-415. DOI: http://dx.doi.org/10.1016/j.cstp.2017.08.001
Truong, T.M.T, Friedrich, H. and Charoenngam, C. 2020. Success Factors for Financial Sustainability of Toll Road Projects: Empirical Evidence from China. Transportation Research Procedia. 48: 1848-1860. DOI: https://doi.org/10.1016/j.trpro.2020.08.219
Guo, F., Gregory, J. and Kirchain, R. 2020. Incorporating Cost Uncertainty and Path Dependence into Treatment Selection for Pavement Networks. Transportation Research Part C: Emerging Technologies. 110: 40 55. DOI: https://doi.org/10.1016/j.trc.2019.11.015
Hamsan, R., Hafiz, H., Azlan, A., Keprawi, M.F., Malik, A.K.A., Adamuddin, A., Abdullah, A.H. and Shafie, A.M. 2018. Pavement Condition Assessment to Forecast Maintenance Program on JKR State Roads in Petaling District. International Conference on Engineering and Technology (IntCET 2017). 1930(1): 020021. DOI: https://doi.org/10.1063/1.5022915
Kothari, C., O’Brien W.J. and Khwaja, N. 2022. Transportation Programs under Financial Uncertainty: Identification of Needs for Future Research. Transportation Research Interdisciplinary Perspectives. 16: 100684. DOI: https://doi.org/10.1016/j.trip.2022.100684
Renzi, E., Zampino, S., Palermo, G., Tamasi, G., Di Nucci, F., Porretto, L. and Germanese, L. 2023. An Integrated Risk Management System for Road Infrastructures: Focus on Seismic Risk and Network Performance. Procedia Structural Integrity. 44: 355-362. DOI: https://doi.org/10.1016/j.prostr.2023.01.047
Yarmukhamedov, S., Smith, A.S.J. and Thiebaud, J.C. 2020. Competitive Tendering, Ownership and Cost Efficiency in Road Maintenance Services in Sweden: A Panel Data Analysis. Transportation Research Part A: Policy and Practice. 136: 194-204. DOI: https://doi.org/10.1016/j.tra.2020.03.004
Athigakunagorn, N., Limsawasd, C., Mano, D., Khathawatcharakun, P. and Labi, S. 2024. Promoting Sustainable Policy in Construction: Reducing Greenhouse Gas Emissions through Performance-Variation Based Contract Clauses. Journal of Cleaner Production. 448: 141594.
DOI: https://doi.org/10.1016/j.jclepro.2024.141594
Tseng, C.C. and Yang, J.B. 2024. The Benefit Evaluation Framework of Using Performance-Based Contracting in Urban Road Maintenance. Journal of Civil Engineering and Management. 30(2): 133-148. DOI: https://doi.org/10.3846/jcem.2024.20491
Philip, B. and AlJassmi, H. 2023. A Bayesian Decision Support System for Optimizing Pavement Management Programs. Heliyon. 10(3): e25625. DOI: https://doi.org/10.1016/j.heliyon.2024.e25625
Peraka, N.S.P. and Biligiri, K.P. 2020. Pavement Asset Management Systems and Technologies: A Review. Automation in Construction. 119: 103336. DOI: https://doi.org/10.1016/j.autcon.2020.103336
Cano-Ortiz, S., Iglesias, L.L., Árbol, P.M.R. and Castro-Fresno, D. 2024. Improving Detection of Asphalt Distress with Deep-Learning Based Diffusion Model for Intelligent Road Maintenance. Developments in the Built Environment. 17: 100315. DOI: https://doi.org/10.1016/j.dibe.2023.100315
Pereira, H.M., Júnior, J.E.B. and Nóbrega, R.A.A. 2023. Geospatial-Based Decision Support System for Prioritizing Road Segments for Maintenance and Rehabilitation. Case Studies on Transport Policy. 16: 101170. DOI: https://doi.org/10.1016/j.cstp.2024.101170
Nautiyal, A. and Sharma, S. 2021. Condition Based Maintenance Planning of Low Volume Rural Roads Using GIS. Journal of Cleaner Production. 312: 127649. DOI: https://doi.org/10.1016/j.jclepro.2021.127649
Ribeiro, A.M.G., Capitão, S.D. and Correia, R.G. 2019. Deciding on Maintenance of Small Municipal Roads Based on GIS Simplified Procedures. Case Studies on Transport Policy. 7(2): 330-337. DOI: https://doi.org/10.1016/j.cstp.2019.03.011
Salzano, A., Parisi, C.M., Acampa, G. and Nicolella, M. 2023. Existing Asset Maintenance Management: Optimizing Maintenance Procedures and Costs Through BIM Tools. Automation in Construction. 149: 104788. DOI: https://doi.org/10.1016/j.autcon.2023.104788
Obeng, D.A. and Tuffour, Y.A. 2020. Prospects of Alternative Funding Sourcing for Maintenance of Road Networks in Developing Countries. Transportation Research Interdisciplinary Perspectives. 8: 100225. DOI: http://doi.org/10.1016/j.trip.2020.100225
Sy, D.T., Likhitruangsilp, V., Onishi, M. and Nguyen, P.T. 2017. Different Perceptions of Concern Factors for Strategic Investment of the Private Sector in Public-Private Partnership Transportation Project. ASEAN Engineering Journal. 7(2): 66. DOI: https://doi.org/10.11113/aej.v7.15493
Mamdoohi, S., Miller-Hooks, S. and Gifford, J. 2023. An Equilibrium Approach for Compensating Public–Private Partnership Concessionaires for Reduced Tolls During Roadway Maintenance. Transportation Research Part A: Policy and Practice. 175: 103759. DOI: https://doi.org/10.1016/j.tra.2023.103759
Solak, A.O. 2022. Toll Roads in Turkey: Private Versus Public. Case Studies on Transport Policy. 10(2): 1110-1117. DOI: https://doi.org/10.1016/j.cstp.2022.03.019
Santos, T.S., Portugal, L.S. and Ribeiro, P.C.M. 2021. Evaluating the Performance of Highway Concessions Through Public-Private Partnerships Using a Fuzzy Multi-Criteria Decision-Making Procedure. Transportation Research Interdisciplinary Perspectives. 10: 100399. DOI: https://doi.org/10.1016/j.trip.2021.100399
Sohail, A., Cheema, M, A., Ali, M.E., Toosi, A.N. Rakha, H.A. 2023. Data-Driven Approaches for Road Safety: A Comprehensive Systematic Literature Review. Safety Science. 158: 105949. DOI: https://doi.org/10.1016/j.ssci.2022.105949
Saisree, C. and U, K. 2023. Pothole Detection Using Deep Learning Classification Method. Procedia Computer Science. 218: 2143-2152. DOI: https://doi.org/10.1016/j.procs.2023.01.190
Burghardt, T.E., Babić, D. and Pashkevich.A. 2021. Performance and Environmental Assessment of Prefabricated Retroreflective Spots for Road Marking. Case Studies in Construction Materials. 15: e00555. DOI: https://doi-org.ezproxy.utm.my/10.1016/j.cscm.2021.e00555
Sabato, E., D’Amico, F., Tripodi, A. and Tiberi, P. 2023. BIM & Road Safety – Applications of Digitals Models from In-Built Safety Evaluations to Asset Management. Transportation Research Procedia. 69: 815-822. DOI: https://doi.org/10.1016/j.trpro.2023.02.240
Kumari, M., Gupta, T. and Deshwal, S.S. 2022. Integrated Life Cycle Cost Comparison and Environment Impact Analysis of the Concrete and Asphalt Roads. Materials Today: Proceedings. 60(1): 345-350. DOI: https://doi.org/10.1016/j.matpr.2022.01.240
Alkhawaja, A.S.I. and Varouqa, I.F. 2023. Risks Management of Infrastructure Line Services and Their Impact on the Financial Costs of Road Projects in Jordan. Measurement: Sensors. 25: 100647. DOI: https://doi.org/10.1016/j.measen.2022.100647
Qiao, Y., Guo, Y., Stoner, A.M.K. and Santos, J. 2022. Impacts of Future Climate Change on Flexible Road Pavement Economics: A Life Cycle Costs Analysis of 24 Case Studies Across the United States. Sustainable Cities and Societies. 80: 103773. DOI: https://doi.org/10.1016/j.scs.2022.103773
Moins, B., France, C., Van den bergh, W. and Audenaert, A. 2020. Implementing Life Cycle Cost Analysis in Road Engineering: A Critical Review on Methodological Framework Choice. Renewable and Sustainable Energy Reviews. 133: 110284. DOI: https://doi.org/10.1016/j.rser.2020.110284
Blaauw, S.A, Maina, J.A., Mturi, G.A.J. and Visser, A.T. 2022. Flexible Pavement Performance and Life Cycle Assessment Incorporating Climate Change Impacts. Journal of Cleaner Production. 334: 103203. DOI: https://doi.org/10.1016/j.trd.2022.103203
Tamai, T. 2023. The Rate of Discount on Public Investments with Future Bias in an Altruistic Overlapping Generations Model. European Journal of Political Economy. 79: 102416. DOI: https://doi.org/10.1016/j.ejpoleco.2023.102416
Wang, Y. and Levinson, D. 2023. The Accuracy of Benefit-Cost Analysis for Transport Projects Supported by the Asian Development Bank. Asian Transport Studies. 9: 100104. DOI: https://doi.org/10.1016/j.eastsj.2023.100104
Dolla, T. and Laishram, B. 2021. Strategies to Promote Collaborative Governance Regime in Indian Rural Road Maintenance. Built Environment Project and Asset Management. 12(3): 365-381. DOI: https://doi.org/ 10.1108/BEPAM-01-2021-0024
Akbar, S, R., Setiawan, A., Istambul, M, R., and Siddiq, R. H. B. A. 2019. Analysis of Control of Costs and Time with Earned Value Method on Road Maintenance Projects in Palmerah District, West Jakarta. Civil Engineering and Architecture. 7(3A): 27-34. DOI: httpd://doi.org/10.13189/cea.2019.071305
Ottaviani, F.M., Marco, A., Narbaev, T. and Rebuglio, M. 2024. Improving Project Estimates at Completion Through Progress-Based Performances Factors. Buildings. 14(3): 643. DOI: https://doi.org/10.3390/buildings14030643
Obeti, A.M., Muhwezi, L., Kakitahi, J.M. and Byaruhanga, C.B. 2024. Investigating the Cost of Mechanized Unpaved Road Maintenance Operations in Uganda. Transportation Research Interdisciplinary Perspectives. 25:101135. DOI: https://doi.org/10.1016/j.trip.2024.101135
Jamail, N.H.M., Abdul Halim A.G. and Jamail, N.S.M. 2020. Development of Intelligent Road Maintenance System Mobile Apps for a Highway. Bulletin of Electrical Engineering and Informatics. 9(6): 2350-2357. DOI: https://doi.org/10.11591/eei.v9i6.2489
Leiringer, R. and Zhang, X. 2021. Organisational Capabilities and Project Organising Research. International Journal of Project Management. 39(5): 422-436. DOI: https://doi.org/10.1016/j.ijproman.2021.02.003
Winch, G. and Leiringer, R. 2016. Owner project capabilities for infrastructure development: A review and development of the “strong owner” concept. International Journal of Project Management. 34: 271-281. DOI: http://dx.doi.org/10.1016/j.ijproman.2015.02.002
Ferreira, M.A.V., Morgado, C.R.V. and Lins, M.P.E. 2024. Organizations and Stakeholders’ Roles and Influence on Implementing Sustainability Requirements in Construction Projects. Heliyon. 10(1): e23762. DOI: https://doi.org/10.1016/j.heliyon.2023.e23762
Sedhom, I., Khodeir, L.M. and Fathy, F. 2023. Investigating Current Practices for Achieving Effective Participation of Stakeholders in Facilities Management. Ain Shams Engineering Journal. 14(6): 102099. DOI: https://doi.org/10.1016/j.asej.2022.102099
Yap, J.B.H., Goay, P.L., Woon, Y.B. and Skitmore, M. 2021. Revisiting Critical Delay Factors for Construction: Analysing Projects in Malaysia. Alexandria Engineering Journal. 60(1): 1717-1729. DOI: https://doi.org/10.1016/j.aej.2020.11.021
Hasan, U., Whyte, A. and AlJassmi, A. 2024. A Multi-Criteria Decision-Making Framework for Sustainable Road Transport Systems: Integrating Stakeholder-Cost-Environment-Energy for a Highway Case Study in United Arab Emirates. Journal of Cleaner Production. 450: 141831. DOI: https://doi.org/10.1016/j.jclepro.2024.141831
Ruiz-Ortega, M.J., Rodrigo-Alarcón, J. and Parra-Requena, G. 2023. New Directions to Create Dynamic Capabilities: The Role of Pioneering Orientation and Interorganizational Relationships. European Management Journal. 42(3): 371-384. DOI: https://doi.org/10.1016/j.emj.2023.01.005
Nitu, M.C., Căpătână, D., Gasparotti, C. and Iliescu, M. 2021. Management of the Human Resources Correlated to the Sustainable Road Construction Technologies. Review of Management and Economic Engineering. 20(2): 84-90.
Florea, N.V., Ionescu, C.A., Manea, M.D., Topor, D.I., Capusneanu, S., Coman, D.M., Stanescu, S.G. and Coman, M.D. 2023. Implementing ABC as Cost Management Model for the Human Resources Department: Evidence From a Romanian Entity. SAGE Open. 13(2): 1-20. DOI: https://doi.org/10.1177/21582440231177228
Alvanchi, N.A., Baniassadi, F., Shahsavari, M. and Kashani, H. 2021. Improving Materials Logistics Plan in Road Construction Projects Using Discrete Event Simulation. Engineering, Construction and Architectural Management. 28(10): 3144-3163. DOI: https://doi.org/10.1108/ECAM-08-2018-0317
Grinerud, K., Aarseth, W.K. and Robertsen, R. 2021. Leadership Strategies, Management Decisions and Safety Culture in Road Transport Organizations. Research in Transportation Business & Management, 41: 100670. DOI: https://doi.org/10.1016/j.rtbm.2021.100670
Ayalew, G.G., Meharie, M.G. and Worku, B. 2022. A Road Maintenance Management Strategy Evaluation and Selection Model by Integrating Fuzzy AHP and Fuzzy TOPSIS Methods: The Case of Ethiopian Roads Authority. Cogent Engineering. 9(1).
DOI: https://doi.org/10.1080/23311916.2022.2146628
Waqar, A., Houda, M., Khan, A.M., Qureshi, A.H. and Elmazi, G. 2024. Sustainable Leadership Practices in Construction: Building a Resilient Society. Environmental Changes. 14: 100841. DOI: https://doi.org/10.1016/j.envc.2024.100841
Sasai, K., Chouinard, L.E., Power, G.J., Conciatori, D. and Zufferey, N. 2024. Accounting for Traffic Disturbance in Road Infrastructure Management: Optimal Maintenance and Rehabilitation Planning for the Society. Transportation Research Part A: Policy and Practice. 183: 104040. DOI: https://doi.org/10.1016/j.tra.2024.104040
Shah, R., McMann, O. and Borthwick, F. 2017. Challenges and Prospects of Applying Asset Management Principles to Highway Maintenance. Transportation Research Part A: Policy and Practice. 97: 231-243. DOI: http://dx.doi.org/10.1016/j.tra.2017.01.011
Yao, H., Xu,Z., Hou, Y., Dong, Q., Liu, P., Ye, Z., Pei, X., Oeser, M., Wang, L. and Wang, D. 2023. Advanced Industrial Informatics Towards Smart, Safe and Sustainable Roads: A State of the Art. Journal of Traffic and Transportation Engineering (English Edition). 10(2): 143-158. DOI: https://doi.org/10.1016/j.jtte.2023.02.001
Ammar, T., Abdel-Monem, M. and El-Dash, K. 2022. Risk Factors Causing Cost Overruns in Road Networks. Ain Shams Engineering Journal. 13(5): 101720. DOI: https://doi.org/10.1016/j.asej.2022.101720
Herrera, R.F., Sánchez, O., Castañeda, K. and Porras, H. 2018. Cost Overrun Causative Factors in Road Infrastructure Project: A Frequency and Importance Analysis. Applied Sciences. 10(6): 5506.
DOI: https://doi.org/10.3390/app10165506
Akal, A.Y, El-Maaty, A.E.A. and El-Hamrawy, S. 2017. Mapping the Causes of Time, Cost Overruns and Quality Shortfall in Egyptian Public Highway Projects. European Business & Management. 3(6): 120-126. DOI: https://doi.org/10.11648/j.ebm.20170306.14
Saniga, A.M., Shankar, A.R.S. and Vishnu, R. 2023. Optimal Pavement Maintenance and Management Strategies for Flood Affected Low Volume Rural Roads. Materials Today: Proceedings. DOI: https://doi.org/10.1016/j.matpr.2023.05.187
Schuldt, S.J., Nicholson, M.R., Adams II, Y.A. and Delorit, J.D. 2021. Weather-Related Construction Delays in a Changing Climate: A Systematic State-of-the-Art Review. Sustainability. 13(5): 2861.DOI: https://doi.org/10.3390/su13052861