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首页> 外文期刊>International journal of information technology project management >Understanding the Factors Affecting the Adoption of Project Portfolio Management Software Through Topic Modeling of Online Software Reviews
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Understanding the Factors Affecting the Adoption of Project Portfolio Management Software Through Topic Modeling of Online Software Reviews

机译：通过在线软件评论的主题建模，了解影响采用项目组合管理软件的因素

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Whilst a broad range of project portfolio management (PPM) tools is developed to enable and automate the PPM processes, there is a limited understanding of the factors affecting their adoption and deployment in organizations. This research presents a systematic approach that integrates the topic modeling with technology-organization-environment (TOE) framework to identify the salient factors affecting the adoption of PPM software from online software reviews. The proposed approach consists of four main steps: reviews collection and preprocessing, factors prediction, factors ranking, and factors integration into TOE framework. The online software reviews used in this study were gathered from Gartner and included 877 reviews for 13 widely used PPM software tools. The results of this research revealed that several factors could affect the adoption decision of PPM software in organizations. These results provide several theoretical and practical implications, and thus should help both researchers and practitioners in the deployment of more user-accepted PPM software and practices.
机译：尽管开发了广泛的项目组合管理（PPM）工具来启用和自动化PPM流程，但对影响它们在组织中的采用和部署的因素的了解有限。这项研究提出了一种系统的方法，该方法将主题建模与技术-组织-环境（TOE）框架集成在一起，以从在线软件评论中识别影响采用PPM软件的显着因素。所提出的方法包括四个主要步骤：评审收集和预处理，因素预测，因素排名以及将因素集成到TOE框架中。本研究中使用的在线软件评论来自Gartner，其中包括针对13种广泛使用的PPM软件工具的877条评论。这项研究的结果表明，有几个因素可能会影响组织中PPM软件的采用决策。这些结果提供了一些理论和实践意义，因此应该有助于研究人员和从业人员部署更多用户认可的PPM软件和实践。

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