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Big Data Analytics Capability and Business Alignment for Organizational Agility : A Fit Perspective

Author

Listed:
  • Chaohong Xie
  • Xianhao Xu
  • Yeming Gong

    (EM - EMLyon Business School)

  • Jie Xiong

Abstract

This paper investigates the impact of big data analytics capability (BDAC) on organizational agility under the moderating effect of BDAC–business alignment and its impact on performance through organizational agility. Data from a matched-pair survey of business, data technology, and financial executives in 161 organizations were used to examine the proposed research model. This paper used partial least squares–structural equation modeling and hierarchical component analysis to examine the data. The results suggest a positive mediation role of organizational agility in the relationship between big data analytics capability and organizational performance, except that the mediation effect of operational adjustment agility on BDAC and market performance is not statistically significant. This study also finds that alignment between the business strategy and the big data analytics strategy enhances the relationship between BDAC and market responsiveness agility. It proposes a new perspective which is to realize the value of BDAC in enhancing agility and performance.

Suggested Citation

  • Chaohong Xie & Xianhao Xu & Yeming Gong & Jie Xiong, 2022. "Big Data Analytics Capability and Business Alignment for Organizational Agility : A Fit Perspective," Post-Print hal-04325618, HAL.
    • Handle: RePEc:hal:journl:hal-04325618
    Note: View the original document on HAL open archive server: https://hal.science/hal-04325618
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    References listed on IDEAS

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    1. Anindita Chakravarty & Rajdeep Grewal & V. Sambamurthy, 2013. "Information Technology Competencies, Organizational Agility, and Firm Performance: Enabling and Facilitating Roles," Information Systems Research, INFORMS, vol. 24(4), pages 976-997, December.
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    Cited by:

    1. Al-Omoush, Khaled Saleh & Garcia-Monleon, Fernando & Mas Iglesias, José Manuel, 2024. "Exploring the interaction between big data analytics, frugal innovation, and competitive agility: The mediating role of organizational learning," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    2. Shaofeng Wang & José Paulo Esperança & Wancheng Yang & Justin Zuopeng Zhang, 2024. "Investigating the Determinants of New Technology Entrepreneurial Performance: an Empirical Study with PLS-SEM and MGA," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(2), pages 6617-6642, June.
    3. Toby Chau & Helen Lv Zhang & Yuyue Gui & Man Fai Lau, 2024. "AI-Powered Tracking for Sustainable Marine Ecosystem Resource Management Projects: A Case of Oyster Detection With Machine Learning," International Journal of Information Technology Project Management (IJITPM), IGI Global, vol. 15(1), pages 1-13, January.

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    More about this item

    Keywords

    Data Science; Big Data Analytics Capability; Fit Perspective; Market Responsiveness Agility;
    All these keywords.

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