采用网络物理系统进行设施管理的结构性决定因素--一种确证因素分析方法

IF 3.5 Q3 GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY Smart and Sustainable Built Environment Pub Date : 2024-07-22 DOI:10.1108/sasbe-07-2023-0176
M. Ikuabe, C. Aigbavboa, C. Anumba, Ayodeji Emmanuel Oke
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引用次数: 0

摘要

目的网络物理系统(CPS)通过其先进的计算能力改善了设施管理(FM)任务的交付。本研究采用二阶多变量分析法,探讨了设施管理部门支持这种数字技术的驱动因素。本研究采用了以后现代实证主义哲学立场为基础的演绎法,利用结构合理的调查问卷辅助定量技术。通过描述性统计、Kruskal-Wallis h 检验、探索性因素分析和确认性因素分析,对从受访者那里获取的数据进行了分析。此外,研究还发现,对财务管理任务采用 CPS 系统最有影响的驱动因素是系统采购的资源分配、最高管理层的意愿、系统的稳定性以及与先前系统的兼容性。研究结果揭示了促使企业采用 CPS 开展财务管理活动的必要参数,同时也推动了建筑项目交付在入住后阶段的数字化转型。因此,研究成果有助于填补这一知识空白。
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Structural determinants of the uptake of cyber-physical systems for facilities management – a confirmatory factor analysis approach
PurposeCyber-physical systems (CPS) offer improved delivery of facilities management (FM) mandates through their advanced computational capabilities. Using second-order multivariate analysis, this study explores the drivers of the espousal of this digital technology for FM.Design/methodology/approachThe study employed a deductive approach underpinned by a post-positivist philosophical stance using a quantitative technique aided by a well-structured questionnaire. Data retrieved from the study’s respondents were analysed with descriptive statistics, Kruskal–Wallis h-test, exploratory factor analysis and confirmatory factor analysis.FindingsThe result of the analysis conducted portrayed evidence of convergence and good measures while the estimated model parameters all attained prescribed fit indexes. Also, it was revealed that the most influential drivers for the uptake of CPS for FM mandates are resource allocation for system procurement, top management willingness, system stability and compatibility with the previous system.Practical implicationsThe study’s findings unravel the necessitated parameters that would instigate the adoption of CPS for the delivery of FM activities by organisations while also propelling the digital transformation of construction project delivery at the post-occupancy phase.Originality/valueThis is the first study to empirically assess the propelling measures for incorporating CPS for FM using second-order multivariate analysis. Consequently, the study's outcome helps close this knowledge gap.
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来源期刊
Smart and Sustainable Built Environment
Smart and Sustainable Built Environment GREEN & SUSTAINABLE SCIENCE & TECHNOLOGY-
CiteScore
9.20
自引率
8.30%
发文量
53
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