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建筑行业中 COVID-19 影响与应对策略的建模:PLS-SEM 方法。

Modeling COVID-19 Impacts and Response Strategies in the Construction Industry: PLS-SEM Approach.

机构信息

Faculty of Built Environment, University of Malaya, Kuala Lumpur 50603, Malaysia.

Faculty of Civil Engineering Technology, Universiti Malaysia Pahang, Gambang 26300, Malaysia.

出版信息

Int J Environ Res Public Health. 2022 Apr 27;19(9):5326. doi: 10.3390/ijerph19095326.

Abstract

Policymakers are developing response strategies to reduce the impacts of COVID-19. However, developing response strategies without considering their relationships with the impacts of COVID-19 is ineffective. This study aims to model the causal relationships between COVID-19 impacts and response strategies in the construction industry, using Malaysia as a case study. To achieve this, a systematic literature review and semi-structured interviews with forty industry professionals were conducted, yielding 12 impacts and 22 response strategies. The impacts and strategies were inserted into a survey, and 107 valid responses were received. Exploratory factor analysis (EFA) was conducted to group the impacts and strategies. Then, partial least-squares structural equation modeling (PLS-SEM) was employed to identify the causal relationship between the impacts and strategies. The EFA results indicate that the underlying impacts are project- or material-related, and the underlying strategies are market stability and financial aid, supply chain and project support, and information and legislation. The PLS-SEM results indicate that supply chain and project support are required to address material-related impacts, and market stability and financial aid are required to address project-related impacts. This is the first paper that models the relationships between COVID-19 impacts and response strategies in the construction industry.

摘要

政策制定者正在制定应对策略以减轻 COVID-19 的影响。然而,如果在制定应对策略时不考虑其与 COVID-19 影响的关系,那么这些策略将是无效的。本研究旨在以马来西亚为例,构建建筑行业 COVID-19 影响与应对策略之间的因果关系模型。为此,进行了系统的文献回顾和对 40 名行业专业人士的半结构化访谈,得出了 12 项影响和 22 项应对策略。将这些影响和策略纳入一项调查,共收到 107 份有效回复。采用探索性因子分析(EFA)对影响和策略进行分组。然后,采用偏最小二乘结构方程模型(PLS-SEM)来确定影响和策略之间的因果关系。EFA 结果表明,潜在影响与项目或材料有关,潜在策略则与市场稳定和财政援助、供应链和项目支持以及信息和法规有关。PLS-SEM 结果表明,需要供应链和项目支持来应对与材料有关的影响,而市场稳定和财政援助则需要应对与项目有关的影响。这是第一篇在建筑行业中构建 COVID-19 影响与应对策略之间关系模型的论文。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1f4f/9102864/5f94043bfce6/ijerph-19-05326-g001.jpg

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