The Opportunism-Inhibiting Effects of the Alignment Between Engineering Project Characteristics and Contractual Governance: Paired Data From Contract Text Mining and Survey

IF 4.6 3区 管理学 Q1 BUSINESS IEEE Transactions on Engineering Management Pub Date : 2024-10-18 DOI:10.1109/TEM.2024.3480254
Chenglong Xu;Yongqiang Chen;Hongjiang Yao;Lihan Zhang
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Abstract

Engineering projects are vulnerable to opportunistic behavior due to their one-off and uncertain nature. Contractual governance is the crucial mechanism for matching the two key project characteristics, i.e., asset specificity and uncertainty, to curtail opportunism. However, the existing studies failed to agree on the above matching principle. In this article, we divide contractual governance into control, coordination, and adaptation from the functional perspective and employ machine learning to code actual contract texts. Based on the paired data from the text-mining results and survey, this study uses qualitative comparative analysis to investigate the aligning (or misaligning) combinations that lead to low (or high) opportunism. The results show that, for projects with low uncertainty, detailed contractual coordination is essential and it should be complemented by less detailed adaptation or detailed control. In such projects, low asset specificity reinforces the significance of contractual coordination alone. This study also finds the limitations of contractual governance in projects with high uncertainty, especially combined with low asset specificity, which necessitates other governance mechanisms. This study helps to resolve previous contradictory matching principles from the view of contract dimensions, contract measurement, and data analysis methods. Project managers can benefit from this study to effectively reduce opportunism and avoid disputes.
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工程项目特征与合同管理之间的一致性对机会主义的抑制作用:来自合同文本挖掘和调查的配对数据
工程项目由于其一次性和不确定性,很容易出现机会主义行为。合同治理是匹配资产特殊性和不确定性这两个关键项目特征以抑制机会主义的重要机制。然而,现有研究未能就上述匹配原则达成一致。在本文中,我们从功能角度将合同治理分为控制、协调和适应,并运用机器学习对实际合同文本进行编码。基于文本挖掘结果与调查的配对数据,本研究采用定性比较分析的方法,探究导致低(或高)机会主义的对齐(或错位)组合。结果表明,对于不确定性较低的项目,详细的合同协调是必不可少的,同时还应辅以不太详细的调整或详细控制。在这类项目中,低资产专用性加强了合同协调的重要性。本研究还发现,在不确定性较高的项目中,尤其是在资产专用性较低的情况下,合同治理具有局限性,因此有必要采用其他治理机制。本研究有助于从合同维度、合同衡量和数据分析方法的角度解决以往相互矛盾的匹配原则。项目经理可以从本研究中获益,有效减少机会主义,避免纠纷。
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来源期刊
IEEE Transactions on Engineering Management
IEEE Transactions on Engineering Management 管理科学-工程:工业
CiteScore
10.30
自引率
19.00%
发文量
604
审稿时长
5.3 months
期刊介绍: Management of technical functions such as research, development, and engineering in industry, government, university, and other settings. Emphasis is on studies carried on within an organization to help in decision making or policy formation for RD&E.
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