Developing a cost-predictive model for hospital construction projects

被引:0
|
作者
Alriabi, Mohammad Y. [1 ]
Almohsen, Abdulmohsen S. [1 ]
Alsanabani, Naif M. [1 ]
Al-Gahtani, Khalid S. [1 ]
机构
[1] King Saud Univ, Coll Engn, Dept Civil Engn, POB 800, Riyadh 11421, Saudi Arabia
关键词
Cost; hospital; experts; variables; regression model;
D O I
10.1080/13467581.2024.2397119
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Hospital construction projects require the integration of innovative technologies, making them complex and challenging to estimate accurately. Without reliable guidelines, lists of considerations, or predictive models, decision-makers may choose an unsuitable contractor, leading to cost overruns and project delays. This research used quantitative and qualitative methods, including expert opinions and focus groups, to address this issue and identify critical factors affecting cost estimation in hospital construction. Using multi-regression analysis, historical data was analyzed to establish a cost-predictive model. The study identified 24 factors that determine the most critical criteria affecting the cost estimation of hospital construction. This model can evaluate the estimated direct cost provided to decision-makers in the early stages of the project with over 95% accuracy. The research results can assist professionals in the construction industry in better estimating and managing the costs of hospital construction projects, reducing risks, and improving project outcomes. Key findings indicate that specific components such as site and electrical works show average percentage errors of 8.02% and 5.11%, respectively, highlighting areas prone to cost estimation inaccuracies. This insight directs focus on improving accuracy in these critical sectors, thus further refining cost management strategies for hospital construction projects.
引用
收藏
页数:18
相关论文
共 50 条
  • [21] Research on Time-Cost Optimization Model of Construction Projects
    Huang, Jian-wen
    Wang, Xing-xia
    Zhou, Yi-hong
    Huang, Jian-wen
    Wang, Xing-xia
    2008 4TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-31, 2008, : 7710 - +
  • [22] The Study of the Analytical Model for Safety Cost Rate of the Construction Projects
    Xu Yongge
    Wang Kun
    Zhu Xiaoting
    PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE ON CONSTRUCTION & REAL ESTATE MANAGEMENT, VOLS 1 AND 2, 2008, : 230 - 233
  • [23] Linearised CPM-COST model in the planning of construction projects
    Radziszewska-Zielina, Elzbieta
    Sroka, Bartlomiej
    INNOVATIVE SOLUTIONS IN CONSTRUCTION ENGINEERING AND MANAGEMENT: FLEXIBILITY IN SUSTAINABLE CONSTRUCTION, 2017, 208 : 129 - 135
  • [24] Toward developing a predictive model for interpersonal communication quality in construction projects: an ensemble artificial intelligence-based approach
    Rahimian, Ali
    Sadeghzadeh, Keivan
    Mohandes, Saeed Reza
    Martek, Igor
    Manu, Patrick
    Antwi-Afari, Maxwell Fordjour
    Mirvalad, Sajjad
    Odeh, Ibrahim
    ENGINEERING CONSTRUCTION AND ARCHITECTURAL MANAGEMENT, 2025,
  • [25] Social cost in construction projects
    Celik, Tolga
    Kamali, Saeed
    Arayici, Yusuf
    ENVIRONMENTAL IMPACT ASSESSMENT REVIEW, 2017, 64 : 77 - 86
  • [26] Development of a Model for Risk and Cost Analysis in Overseas Plant Construction Projects Focusing on Petrochemical Plant Construction Projects
    Kim, Yong-Su
    Kang, Hyun-Wook
    KSCE JOURNAL OF CIVIL ENGINEERING, 2017, 21 (05) : 1549 - 1562
  • [27] Development of a model for risk and cost analysis in overseas plant construction projects focusing on petrochemical plant construction projects
    Yong-Su Kim
    Hyun-Wook Kang
    KSCE Journal of Civil Engineering, 2017, 21 : 1549 - 1562
  • [28] Digitalization Index: Developing a Model for Assessing the Degree of Digitalization of Construction Projects
    Sezer, Ahmet Anil
    Thunberg, Micael
    Wernicke, Brian
    JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT, 2021, 147 (10)
  • [29] A Research Framework for Developing a Benchmarking Model for Construction Projects in Hong Kong
    Chan, P. C.
    Chan, W. M.
    Chiang, Y. H.
    Yeung, F. Y.
    CRIOCM2009: INTERNATIONAL SYMPOSIUM ON ADVANCEMENT OF CONSTRUCTION MANAGEMENT AND REAL ESTATE, VOLS 1-6, 2009, : 1701 - 1705
  • [30] A system dynamics approach to conceptualise causes of cost overrun of construction projects in developing countries
    Asiedu, Richard Ohene
    Ameyaw, Collins
    INTERNATIONAL JOURNAL OF BUILDING PATHOLOGY AND ADAPTATION, 2021, 39 (05) : 831 - 851