Assessing the impact of construction material waste drivers on project cost overrun across material processing stages: a structural equation modeling approach.

IF 4.9 2区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
Lobna Kamal, Mohamed S Yamany, Hossam E Hosny, Student
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Abstract

A considerable quantity of materials supplied to construction sites becomes waste, hence escalating project costs. Nevertheless, research lacks a thorough assessment of the intricate, indirect, and non-linear correlation between material waste drivers at different processing stages and project cost overruns. This research study investigates this correlation using an advanced multivariate statistical technique known as structural equation modeling (SEM). Data were collected through a questionnaire survey to evaluate the construction material waste factors (CMWFs) and their association with cost overruns in construction projects in Egypt. An exploratory factor analysis was conducted to categorize CMWFs into material processing phases: (1) design and documentation, (2) material procurement, (3) material handling, storage, and transportation, and (4) on-site management. An SEM model was developed to uncover the impact of latent material processing phases on project cost overruns. The model's consistency, reliability, and accuracy were verified employing various performance metrics, including Cronbach's Alpha, composite reliability, and root mean squared error. The results demonstrate that factors related to material handling, storage, and transportation exhibit the highest correlation and impact on project cost overruns, as reflected by an R2 value of 0.441 and a p-value below 0.05. This research helps decision-makers prioritize mitigation strategies for material waste and cost overruns, hence enhancing construction project performance.

评估建筑材料废物驱动因素对项目成本超支的影响:一种结构方程建模方法。
供应给建筑工地的大量材料成为废物,从而增加了工程成本。然而,研究缺乏对不同加工阶段的材料浪费驱动因素与项目成本超支之间复杂、间接和非线性关系的全面评估。本研究使用一种先进的多元统计技术,即结构方程模型(SEM)来研究这种相关性。通过问卷调查收集数据,以评估建筑材料浪费因素(CMWFs)及其与埃及建筑项目成本超支的关系。通过探索性因素分析,将CMWFs划分为材料加工阶段:(1)设计和文件编制,(2)材料采购,(3)材料处理、储存和运输,以及(4)现场管理。开发了SEM模型来揭示潜在的材料加工阶段对项目成本超支的影响。采用各种性能指标,包括Cronbach’s Alpha、复合可靠性和均方根误差,验证了模型的一致性、可靠性和准确性。结果表明,与物料搬运、储存和运输相关的因素对项目成本超支的相关性和影响最大,R2值为0.441,p值小于0.05。该研究有助于决策者优先考虑材料浪费和成本超支的缓解策略,从而提高建设项目的绩效。
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来源期刊
Scientific Reports
Scientific Reports Natural Science Disciplines-
CiteScore
7.50
自引率
4.30%
发文量
19567
审稿时长
3.9 months
期刊介绍: We publish original research from all areas of the natural sciences, psychology, medicine and engineering. You can learn more about what we publish by browsing our specific scientific subject areas below or explore Scientific Reports by browsing all articles and collections. Scientific Reports has a 2-year impact factor: 4.380 (2021), and is the 6th most-cited journal in the world, with more than 540,000 citations in 2020 (Clarivate Analytics, 2021). •Engineering Engineering covers all aspects of engineering, technology, and applied science. It plays a crucial role in the development of technologies to address some of the world''s biggest challenges, helping to save lives and improve the way we live. •Physical sciences Physical sciences are those academic disciplines that aim to uncover the underlying laws of nature — often written in the language of mathematics. It is a collective term for areas of study including astronomy, chemistry, materials science and physics. •Earth and environmental sciences Earth and environmental sciences cover all aspects of Earth and planetary science and broadly encompass solid Earth processes, surface and atmospheric dynamics, Earth system history, climate and climate change, marine and freshwater systems, and ecology. It also considers the interactions between humans and these systems. •Biological sciences Biological sciences encompass all the divisions of natural sciences examining various aspects of vital processes. The concept includes anatomy, physiology, cell biology, biochemistry and biophysics, and covers all organisms from microorganisms, animals to plants. •Health sciences The health sciences study health, disease and healthcare. This field of study aims to develop knowledge, interventions and technology for use in healthcare to improve the treatment of patients.
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