大数据分析和决策在项目成功中的作用

IF 3.7 3区管理学 Q2 BUSINESS

Journal of Engineering and Technology Management Pub Date : 2022-07-01 DOI:10.1016/j.jengtecman.2022.101697

Riaz Ahmed , Sumayya Shaheen , Simon P. Philbin

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引用次数: 11

摘要

大数据分析和决策是项目成功的关键。因此，本研究旨在从资源基础视角探讨大数据分析对项目成功的影响以及决策的调节作用。该研究采用了一种调查工具，收集了135名在巴基斯坦IT和电信行业从事大数据分析的受访者的数据。研究结果确定了基于大数据分析对项目成功的显著积极影响的影响，以及通过大数据分析与项目成功的三个维度之间的决策互动来增强关系的影响。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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The role of big data analytics and decision-making in achieving project success

Big data analytics and decision-making are critical to project success. Therefore, this study aims to investigate the impact of big data analytics on project success and the moderating effect of decision-making from the resource-based view perspective. The study adopted a survey instrument and collected data from 135 respondents engaged in big data analytics in the IT and telecommunications sector of Pakistan. The findings identify implications based on the significant positive impact of big data analytics on project success as well as enhancement of relationships through the interaction of decision-making between big data analytics and the three dimensions of project success.

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来源期刊

Journal of Engineering and Technology Management 管理科学-工程：工业

CiteScore

8.00

自引率

6.20%

发文量

审稿时长

>12 weeks

期刊介绍： The Journal of Engineering and Technology Management (JET-M) is an international scholarly refereed research journal which aims to promote the theory and practice of technology, innovation, and engineering management. The journal links engineering, science, and management disciplines. It addresses the issues involved in the planning, development, and implementation of technological capabilities to shape and accomplish the strategic and operational objectives of an organization. It covers not only R&D management, but also the entire spectrum of managerial concerns in technology-based organizations. This includes issues relating to new product development, human resource management, innovation process management, project management, technological fusion, marketing, technological forecasting and strategic planning. The journal provides an interface between technology and other corporate functions, such as R&D, marketing, manufacturing and administration. Its ultimate goal is to make a profound contribution to theory development, research and practice by serving as a leading forum for the publication of scholarly research on all aspects of technology, innovation, and engineering management.