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Strategic orientations, developmental culture, and big data capability

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  • Lin, Canchu
  • Kunnathur, Anand

Abstract

Prior research articulated the importance of developing a big data analytics capability but did not show how to cultivate this development. Drawing on the literature on this topic, this study develops the concept of Big Data capability, which enhances our understanding of Big Data practice beyond that captured in previous literature on the concept of big data analytics capability. This study further highlights the strategic implications of the concept by testing its relationship to three strategic orientations and one aspect of organizational culture. Findings show that customer, entrepreneurial, and technology orientations, and developmental culture are important contributors to the development of Big Data capability.

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  • Lin, Canchu & Kunnathur, Anand, 2019. "Strategic orientations, developmental culture, and big data capability," Journal of Business Research, Elsevier, vol. 105(C), pages 49-60.
  • Handle: RePEc:eee:jbrese:v:105:y:2019:i:c:p:49-60
    DOI: 10.1016/j.jbusres.2019.07.016
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    1. Danny Miller & Peter H. Friesen, 1982. "Innovation in conservative and entrepreneurial firms: Two models of strategic momentum," Strategic Management Journal, Wiley Blackwell, vol. 3(1), pages 1-25, January.
    2. Richard A. Bettis & C. K. Prahalad, 1995. "The dominant logic: Retrospective and extension," Strategic Management Journal, Wiley Blackwell, vol. 16(1), pages 5-14.
    3. Sidney G. Winter, 2000. "The Satisficing Principle in Capability Learning," Strategic Management Journal, Wiley Blackwell, vol. 21(10‐11), pages 981-996, October.
    4. Stéphane J. G. Girod & Richard Whittington, 2017. "Reconfiguration, restructuring and firm performance: Dynamic capabilities and environmental dynamism," Strategic Management Journal, Wiley Blackwell, vol. 38(5), pages 1121-1133, May.
    5. Lumpkin, G. T. & Dess, Gregory G., 2001. "Linking two dimensions of entrepreneurial orientation to firm performance: The moderating role of environment and industry life cycle," Journal of Business Venturing, Elsevier, vol. 16(5), pages 429-451, September.
    6. C. K. Prahalad & Richard A. Bettis, 1986. "The dominant logic: A new linkage between diversity and performance," Strategic Management Journal, Wiley Blackwell, vol. 7(6), pages 485-501, November.
    7. Kathleen M. Eisenhardt & Jeffrey A. Martin, 2000. "Dynamic capabilities: what are they?," Strategic Management Journal, Wiley Blackwell, vol. 21(10‐11), pages 1105-1121, October.
    8. Akbar Zaheer & Srilata Zaheer, 1997. "Catching the Wave: Alertness, Responsiveness, and Market Influence in Global Electronic Networks," Management Science, INFORMS, vol. 43(11), pages 1493-1509, November.
    9. Wamba, Samuel Fosso & Gunasekaran, Angappa & Akter, Shahriar & Ren, Steven Ji-fan & Dubey, Rameshwar & Childe, Stephen J., 2017. "Big data analytics and firm performance: Effects of dynamic capabilities," Journal of Business Research, Elsevier, vol. 70(C), pages 356-365.
    10. Sidney G. Winter, 2003. "Understanding dynamic capabilities," Strategic Management Journal, Wiley Blackwell, vol. 24(10), pages 991-995, October.
    11. Constance E. Helfat & Margaret A. Peteraf, 2015. "Managerial cognitive capabilities and the microfoundations of dynamic capabilities," Strategic Management Journal, Wiley Blackwell, vol. 36(6), pages 831-850, June.
    12. Zhou, Kevin Zheng & Gao, Gerald Yong & Yang, Zhilin & Zhou, Nan, 2005. "Developing strategic orientation in China: antecedents and consequences of market and innovation orientations," Journal of Business Research, Elsevier, vol. 58(8), pages 1049-1058, August.
    13. Ossi Ylijoki & Jari Porras, 2016. "Conceptualizing Big Data: Analysis of Case Studies," Intelligent Systems in Accounting, Finance and Management, John Wiley & Sons, Ltd., vol. 23(4), pages 295-310, October.
    14. David J. Teece, 2007. "Explicating dynamic capabilities: the nature and microfoundations of (sustainable) enterprise performance," Strategic Management Journal, Wiley Blackwell, vol. 28(13), pages 1319-1350, December.
    15. Annetta Fortune & Will Mitchell, 2012. "Unpacking Firm Exit at the Firm and Industry Levels: The Adaptation and Selection of Firm Capabilities," Strategic Management Journal, Wiley Blackwell, vol. 33(7), pages 794-819, July.
    16. Nicholas S. Argyres & Brian S. Silverman, 2004. "R&D, organization structure, and the development of corporate technological knowledge," Strategic Management Journal, Wiley Blackwell, vol. 25(8‐9), pages 929-958, August.
    17. Maurizio Zollo & Sidney G. Winter, 2002. "Deliberate Learning and the Evolution of Dynamic Capabilities," Organization Science, INFORMS, vol. 13(3), pages 339-351, June.
    18. David J. Teece & Gary Pisano & Amy Shuen, 1997. "Dynamic capabilities and strategic management," Strategic Management Journal, Wiley Blackwell, vol. 18(7), pages 509-533, August.
    19. Braganza, Ashley & Brooks, Laurence & Nepelski, Daniel & Ali, Maged & Moro, Russ, 2017. "Resource management in big data initiatives: Processes and dynamic capabilities," Journal of Business Research, Elsevier, vol. 70(C), pages 328-337.
    20. Jeffrey G. Covin & Dennis P. Slevin, 1989. "Strategic management of small firms in hostile and benign environments," Strategic Management Journal, Wiley Blackwell, vol. 10(1), pages 75-87, January.
    21. Zahra, Shaker A. & Covin, Jeffrey G., 1995. "Contextual influences on the corporate entrepreneurship-performance relationship: A longitudinal analysis," Journal of Business Venturing, Elsevier, vol. 10(1), pages 43-58, January.
    22. Constance E. Helfat & Margaret A. Peteraf, 2003. "The dynamic resource‐based view: capability lifecycles," Strategic Management Journal, Wiley Blackwell, vol. 24(10), pages 997-1010, October.
    Full references (including those not matched with items on IDEAS)

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