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Project cost control system and enabling-factors model: PLS-SEM approach and importance-performance map analysis

结构方程建模 偏最小二乘回归 控制(管理) 构造(python库) 过程管理 成熟度(心理) 独创性 知识管理 计算机科学 运营管理 工程类 心理学 人工智能 机器学习 发展心理学 程序设计语言 社会心理学 创造力
作者
An Le,Monty Sutrisna
出处
期刊:Engineering, Construction and Architectural Management [Emerald Publishing Limited]
卷期号:31 (6): 2513-2535 被引量:16
标识
DOI:10.1108/ecam-07-2022-0619
摘要

Purpose This paper reports the developments of a project cost control system (PCCS) for construction projects to (1) measure its current level of cost control maturity, (2) examine the relationships between elements within PCCS processes and (3) identify improvement areas. Design/methodology/approach This study adopts a mixed approach of descriptive analysis and partial least squares structural equation modelling (PLS-SEM) to measure the current maturity level of PCCS and evaluate the relationships between elements within PCSS to identify improvement areas. Further importance-performance matrix analysis (IPMA) of priority constructs was conducted to improve a target construct and identify the most important areas of specific actions at indicator levels. The results of IPMA revealed the contrast that has the greatest importance on the performance of others so that the recommendations can be made accordingly. Data collected in New Zealand were used to develop the research model. Findings This study develops structural and measurement models with the constructs including pre-control, in-control and post-control processes, enablers and their proposed interrelationships. Then, data from survey of 184 experienced project cost control team members reveal that post-control has the lowest maturity or weakest areas in the PCCS. Data analysis facilitated by PLS-SEM confirmed that all the constructs in the structural model have positive and significant relationships with each other and suggested that systematic cost analysis reports, communication, skills and experience, defining roles and responsibilities, and top management's support should be the highest priority for improving the PCCS in a more effective manner. Originality/value This study presents one of the earliest attempts to develop and test an integrated model that links sub-processes in PCCS and their enablers. Secondly, this research adds to the construction project management literature by empirically verifying the roles of enablers in enhancing maturity level of PCCS.
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