Understanding project success involving analytic-based decision support in the digital era: a focus on IC and agile project management

IF 6.2 2区 管理学 Q1 BUSINESS Journal of Intellectual Capital Pub Date : 2023-07-24 DOI:10.1108/jic-03-2022-0054
Stephan Kudyba, Agnel D Cruz
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Abstract

PurposeDigital transformations of business processes are on the rise and the result is a need for a better understanding of how the elements of intellectual capital (IC) play a role in achieving successful digital project outcomes. New structural capital in the form of digital technologies must be identified and understood. Evolving skills of human capital in assimilating digital elements must also be considered, while collaboration within the development process involving relational capital provides a critical integration among these IC elements. This study illustrates the importance of identifying and managing the integration of IC components within an agile project management framework that are essential to achieving success for a digital initiative. More specifically, this study describes the process by which a multinational technology-based products company successfully developed a dynamic decision support platform utilizing an agile approach to guide a project management team to better manage the company's operations.Design/methodology/approachThis study focuses on a case analysis approach of a multinational commercial and consumer products company. The paper presents existing research on the evolving state of project management for digital initiatives and focuses on agile methods. This study then delves into the case analysis that illustrates how IC played an integral role in the company successfully developing effective decision support involving an interactive dashboard using agile Project Management (PM), which enabled the project management team to better manage resources.FindingsAn examination at the case level illustrates that effective management and integration of IC has positive effects on project outcomes. While a balanced approach is evident as a requirement, the unique characteristics of the agile project management approach entails greater emphasis on select elements to adapt to a more dynamic development process.Originality/valueThis work depicts the complexities in providing analytic-based decision support in an agile/flexible project management scenario. This work adds to existing research by illustrating elements within IC categories and the elements' interdependencies that play an essential role in achieving success in this more flexible project environment.
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了解数字时代中涉及基于分析的决策支持的项目成功:关注集成电路和敏捷项目管理
目的业务流程的数字化转型正在兴起,其结果是需要更好地理解智力资本(IC)要素如何在实现成功的数字项目成果中发挥作用。必须识别和理解数字技术形式的新结构资本。还必须考虑人力资本在吸收数字元素方面不断发展的技能,而涉及关系资本的发展过程中的合作提供了这些IC元素之间的关键集成。本研究说明了在敏捷项目管理框架内识别和管理集成电路组件集成的重要性,这些组件对于实现数字化计划的成功至关重要。更具体地说,本研究描述了一家基于技术的跨国产品公司利用敏捷方法成功开发动态决策支持平台的过程,以指导项目管理团队更好地管理公司的运营。设计/方法论/方法本研究侧重于一家跨国商业和消费品公司的案例分析方法。本文介绍了现有的关于数字化项目管理发展状态的研究,并重点介绍了敏捷方法。然后,本研究深入研究了案例分析,说明IC如何在公司成功开发有效的决策支持中发挥不可或缺的作用,包括使用敏捷项目管理(PM)的交互式仪表板,使项目管理团队能够更好地管理资源。案例层面的研究表明,IC的有效管理和整合对项目成果有积极影响。虽然平衡的方法是一种明显的要求,但敏捷项目管理方法的独特特征要求更加强调选择元素,以适应更动态的开发过程。独创性/价值这项工作描述了在敏捷/灵活的项目管理场景中提供基于分析的决策支持的复杂性。这项工作通过说明IC类别中的元素以及元素的相互依赖性来增加现有的研究,这些元素在这个更灵活的项目环境中对取得成功起着至关重要的作用。
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来源期刊
CiteScore
14.50
自引率
13.30%
发文量
27
期刊介绍: The Journal of Intellectual Capital is a peer-reviewed international publication dedicated to the exchange of the latest research and best practice information on all aspects of creating, identifying, managing and measuring intellectual capital in organisations. The journal publishes original research and case studies by academic, business and public sector contributors on intellectual capital strategies, approaches, frameworks, tools, techniques and technologies in order to increase the understanding of intellectual capital within the context of the modern knowledge economy. The focus of this journal is on the identification of innovative intellectual capital strategies and the application of theoretical concepts to real-world situations.
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