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

被引:22
作者
Ahmed, Riaz [1 ]
Shaheen, Sumayya [2 ]
Philbin, Simon P. [3 ]
机构
[1] Bahria Univ, Bahria Business Sch, Islamabad, Pakistan
[2] Afiniti Pair Better, Islamabad, Pakistan
[3] London South Bank Univ, Sch Engn, London, England
关键词
Big data analytics; Decision-making; Project success; Resource-based view; IT and telecommunication; SUPPLY CHAIN; PERFORMANCE; MANAGEMENT; SUPPORT; CULTURE; REGRESSION; QUALITY; SYSTEMS; IMPACT; FUTURE;
D O I
10.1016/j.jengtecman.2022.101697
中图分类号
F [经济];
学科分类号
02 ;
摘要
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.
引用
收藏
页数:14
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共 91 条
  • [1] Moderating Effect of Senior Management Support on the Relationship Between Schedule Delay Factors and Project Performance
    Ahmed, Riaz
    Hussain, Abrar
    Philbin, Simon P.
    [J]. ENGINEERING MANAGEMENT JOURNAL, 2022, 34 (03) : 374 - 393
  • [2] Exploring the Relationship Between Multi-Dimensional Top Management Support and Project Success: An International Study
    Ahmed, Riaz
    Bin Mohamad, Noor Azmi
    [J]. ENGINEERING MANAGEMENT JOURNAL, 2016, 28 (01) : 54 - 67
  • [3] Big data analytics: integrating penalty strategies
    Ahmed, S. Ejaz
    Yuzbasi, Bahadir
    [J]. INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE AND ENGINEERING MANAGEMENT, 2016, 11 (02) : 105 - 115
  • [4] Analytics-based decision-making for service systems: A qualitative study and agenda for future research
    Akter, Shahriar
    Bandara, Ruwan
    Hani, Umme
    Wamba, Samuel Fosso
    Foropon, Cyril
    Papadopoulos, Thanos
    [J]. INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT, 2019, 48 : 85 - 95
  • [5] The role of big data analytics capabilities in greening e-procurement: A higher order PLS-SEM analysis
    AlNuaimi, Bader Khamis
    Khan, Mehmood
    Ajmal, Mian M.
    [J]. TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 2021, 169
  • [6] Role of institutional pressures and resources in the adoption of big data analytics powered artificial intelligence, sustainable manufacturing practices and circular economy capabilities
    Bag, Surajit
    Pretorius, Jan Ham Christiaan
    Gupta, Shivam
    Dwivedi, Yogesh K.
    [J]. TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 2021, 163
  • [7] Big data analytics as an operational excellence approach to enhance sustainable supply chain performance
    Bag, Surajit
    Wood, Lincoln C.
    Xu, Lei
    Dhamija, Pavitra
    Kayikci, Yasanur
    [J]. RESOURCES CONSERVATION AND RECYCLING, 2020, 153
  • [8] Resource-based theories of competitive advantage:: A ten-year retrospective on the resource-based view
    Barney, JB
    [J]. JOURNAL OF MANAGEMENT, 2001, 27 (06) : 643 - 650
  • [9] Probing interactions in fixed and multilevel regression: Inferential and graphical techniques
    Bauer, DJ
    Curran, PJ
    [J]. MULTIVARIATE BEHAVIORAL RESEARCH, 2005, 40 (03) : 373 - 400
  • [10] Monitoring the future. Building an early warning system for the Dutch Ministry of Justice
    Botterhuis, Lineke
    van der Duin, Patrick
    de Ruijter, Paul
    van Wijck, Peter
    [J]. FUTURES, 2010, 42 (05) : 454 - 465