Estimation of Cost Contingency for Air Force Construction Projects

被引:40
|
作者
Thal, Alfred E., Jr. [1 ]
Cook, Jason J. [2 ]
White, Edward D., III [3 ]
机构
[1] USAF, Dept Syst & Engn Management, Inst Technol, Wright Patterson AFB, OH 45433 USA
[2] Environm Branch, Colorado Springs, CO 80914 USA
[3] USAF, Dept Math & Stat, Inst Technol, Wright Patterson AFB, OH 45433 USA
关键词
Construction costs; Contingency; Construction management; RISK;
D O I
10.1061/(ASCE)CO.1943-7862.0000227
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Risk and associated cost overruns are critical problems for construction projects, yet the most common practice for dealing with them is the assignment of an arbitrary flat percentage of the construction budget as a contingency fund. Therefore, our goal was to identify significant variables that may influence, or serve as indicators of, potential cost overruns. We analyzed data from 203 Air Force construction projects over a full range of project types and scopes using multiple linear regression to develop a model to predict the amount of required contingency funds. The proposed model uses only data that would be available prior to the award of a construction contract. The variables in the model were categorized as project characteristics, design performance metrics, and contract award process influences. Based on the performance metric used, the model captures 44% of actual cost overruns versus the 20% captured by the current practice. Furthermore, application of the model reduces the average contingency budgeting error from 11.2 to only 0.3%.
引用
收藏
页码:1181 / 1188
页数:8
相关论文
共 50 条
  • [21] Cost estimation methodology using database layer in construction projects
    Han, Kyeong Jin
    Lee, Hyun-Soo
    Park, Moonseo
    Ji, Sae-Hyun
    25TH INTERNATIONAL SYMPOSIUM ON AUTOMATION AND ROBOTICS IN CONSTRUCTION - ISARC-2008, 2008, : 470 - 475
  • [22] Cost Performance Estimation in Construction Projects Using Fuzzy Time Series
    Salari, Mostafa
    Yousefi, Nooshin
    Asgary, Mohhmad Mahdi
    INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY PROJECT MANAGEMENT, 2015, 6 (01) : 66 - 75
  • [23] Cost Estimation of Civil Construction Projects using Machine Learning Paradigm
    Arage, Sphurti S.
    Dharwadkar, Nagaraj V.
    2017 INTERNATIONAL CONFERENCE ON I-SMAC (IOT IN SOCIAL, MOBILE, ANALYTICS AND CLOUD) (I-SMAC), 2017, : 594 - 599
  • [24] An integrated BIM-based approach for cost estimation in construction projects
    Fazeli, Abdulwahed
    Dashti, Mohammad Saleh
    Jalaei, Farzad
    Khanzadi, Mostafa
    ENGINEERING CONSTRUCTION AND ARCHITECTURAL MANAGEMENT, 2021, 28 (09) : 2828 - 2854
  • [25] Conceptual Cost Estimation Model for Engineering Services in Public Construction Projects
    Hyari, Khaled Hesham
    Al-Daraiseh, Ahmad
    El-Mashaleh, Mohammad
    JOURNAL OF MANAGEMENT IN ENGINEERING, 2016, 32 (01)
  • [26] Cost Estimation of Metro Construction Projects Using Interpretable Machine Learning
    Meng, Chuncheng
    Qu, Daoyuan
    Duan, Xiaochen
    JOURNAL OF COMPUTING IN CIVIL ENGINEERING, 2024, 38 (06)
  • [27] Two-staged early cost estimation for highway construction projects
    Kim, Du Yon
    Kim, Byoungil
    Han, Seung Heon
    25TH INTERNATIONAL SYMPOSIUM ON AUTOMATION AND ROBOTICS IN CONSTRUCTION - ISARC-2008, 2008, : 490 - 495
  • [28] Stochastic calculation of risk costs in construction projects during cost estimation
    Cadez, Ivan
    Brokbals, Stefanie
    Wapelhorst, Vincent
    BAUTECHNIK, 2019, 96 (04) : 319 - 328
  • [29] Analysis of the Design-Build Delivery Method in Air Force Construction Projects
    Rosner, James W.
    Thal, Alfred E., Jr.
    West, Christopher J.
    JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT, 2009, 135 (08) : 710 - 717
  • [30] RELIABILITY, RISK MANAGEMENT, AND CONTINGENCY OF CONSTRUCTION PROCESSES AND PROJECTS
    Turskis, Zenonas
    Gajzler, Marcin
    Dziadosz, Agnieszka
    JOURNAL OF CIVIL ENGINEERING AND MANAGEMENT, 2012, 18 (02) : 290 - 298