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The link between information processing capability and competitive advantage mediated through decision-making effectiveness

Author

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  • Cao, Guangming
  • Duan, Yanqing
  • Cadden, Trevor

Abstract

While research underpinned by the resource-based view (RBV) appears to suggest that IT-enabled capabilities are positively linked to competitive advantage, such a link is often seen as a black box as the processes through which competitive advantage can be gained appears unclear. In particular, research appears to suggest that information processing capability is linked to decision-making effectiveness and competitive advantage; however, little research appears to examine the interrelationship among them. This study, drawing on the RBV, develops a mediation model to examine the link between competitive advantage and the key tenets of value, rarity, inimitability and non-substitutability of information processing capability in the context of business analytics; and whether this link is mediated through decision-making effectiveness. Based on data collected from 633 UK companies, this study shows that there is a positive link between the value, rarity and inimitability characteristics of information processing capability and competitive advantage, which is partially mediated by decision-making effectiveness. The findings contribute to the theoretical development of the RBV by developing a mediation model that looks inside the black box. They also contribute to managers’ knowledge and understanding of the mechanism through which the strategic value of information processing capability can be maximized.

Suggested Citation

  • Cao, Guangming & Duan, Yanqing & Cadden, Trevor, 2019. "The link between information processing capability and competitive advantage mediated through decision-making effectiveness," International Journal of Information Management, Elsevier, vol. 44(C), pages 121-131.
    • Handle: RePEc:eee:ininma:v:44:y:2019:i:c:p:121-131
    DOI: 10.1016/j.ijinfomgt.2018.10.003
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    as
    1. Wong, Christina W.Y. & Lai, Kee-hung & Cheng, T.C.E. & Lun, Y.H. Venus, 2015. "The role of IT-enabled collaborative decision making in inter-organizational information integration to improve customer service performance," International Journal of Production Economics, Elsevier, vol. 159(C), pages 56-65.
    2. Paul A. Pavlou & Omar A. El Sawy, 2006. "From IT Leveraging Competence to Competitive Advantage in Turbulent Environments: The Case of New Product Development," Information Systems Research, INFORMS, vol. 17(3), pages 198-227, September.
    3. Chin, Amita Goyal & Kotak, Hiren, 2006. "Improving debt collection processes using rule-based decision engines: A case study of Capital One," International Journal of Information Management, Elsevier, vol. 26(1), pages 81-88.
    4. J. Robert Baum & Stefan Wally, 2003. "Strategic decision speed and firm performance," Strategic Management Journal, Wiley Blackwell, vol. 24(11), pages 1107-1129, November.
    5. Steve Molloy & Charles R. Schwenk, 1995. "The Effects Of Information Technology On Strategic Decision Making," Journal of Management Studies, Wiley Blackwell, vol. 32(3), pages 283-311, May.
    6. 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.
    7. Verhoef, Peter C. & Lemon, Katherine N., 2013. "Successful customer value management: Key lessons and emerging trends," European Management Journal, Elsevier, vol. 31(1), pages 1-15.
    8. Jay R. Galbraith, 1974. "Organization Design: An Information Processing View," Interfaces, INFORMS, vol. 4(3), pages 28-36, May.
    9. Birger Wernerfelt, 1984. "A resource‐based view of the firm," Strategic Management Journal, Wiley Blackwell, vol. 5(2), pages 171-180, April.
    10. Robin L. Dillon & Catherine H. Tinsley, 2008. "How Near-Misses Influence Decision Making Under Risk: A Missed Opportunity for Learning," Management Science, INFORMS, vol. 54(8), pages 1425-1440, August.
    11. Dutta, Debprotim & Bose, Indranil, 2015. "Managing a Big Data project: The case of Ramco Cements Limited," International Journal of Production Economics, Elsevier, vol. 165(C), pages 293-306.
    12. Armstrong, J. Scott & Overton, Terry S., 1977. "Estimating Nonresponse Bias in Mail Surveys," MPRA Paper 81694, University Library of Munich, Germany.
    13. Gautam Ray & Jay B. Barney & Waleed A. Muhanna, 2004. "Capabilities, business processes, and competitive advantage: choosing the dependent variable in empirical tests of the resource‐based view," Strategic Management Journal, Wiley Blackwell, vol. 25(1), pages 23-37, January.
    14. Sergio G. Lazzarini, 2015. "Strategizing by the government: Can industrial policy create firm-level competitive advantage?," Strategic Management Journal, Wiley Blackwell, vol. 36(1), pages 97-112, January.
    15. Torben Juul Andersen, 2004. "Integrating Decentralized Strategy Making and Strategic Planning Processes in Dynamic Environments," Journal of Management Studies, Wiley Blackwell, vol. 41(8), pages 1271-1299, December.
    16. Danny Miller, 2003. "An asymmetry‐based view of advantage: towards an attainable sustainability," Strategic Management Journal, Wiley Blackwell, vol. 24(10), pages 961-976, October.
    17. 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.
    18. Nicky J. Welton & Howard H. Z. Thom, 2015. "Value of Information," Medical Decision Making, , vol. 35(5), pages 564-566, July.
    19. Irene Goll & Abdul M. A. Rasheed, 1997. "Rational decision‐making and firm performance: the moderating role of the environment," Strategic Management Journal, Wiley Blackwell, vol. 18(7), pages 583-591, August.
    20. Lim, Jee-Hae & Stratopoulos, Theophanis C. & Wirjanto, Tony S., 2012. "Role of IT executives in the firm's ability to achieve competitive advantage through IT capability," International Journal of Accounting Information Systems, Elsevier, vol. 13(1), pages 21-40.
    21. Scott L. Newbert, 2007. "Empirical research on the resource‐based view of the firm: an assessment and suggestions for future research," Strategic Management Journal, Wiley Blackwell, vol. 28(2), pages 121-146, February.
    22. David J. Ketchen & G. Tomas M. Hult & Stanley F. Slater, 2007. "Toward greater understanding of market orientation and the resource‐based view," Strategic Management Journal, Wiley Blackwell, vol. 28(9), pages 961-964, September.
    23. Michael J. Tippins & Ravipreet S. Sohi, 2003. "IT competency and firm performance: is organizational learning a missing link?," Strategic Management Journal, Wiley Blackwell, vol. 24(8), pages 745-761, August.
    24. Said Elbanna & John Child, 2007. "Influences on strategic decision effectiveness: Development and test of an integrative model," Strategic Management Journal, Wiley Blackwell, vol. 28(4), pages 431-453, April.
    25. Richard Makadok, 2001. "Toward a synthesis of the resource‐based and dynamic‐capability views of rent creation," Strategic Management Journal, Wiley Blackwell, vol. 22(5), pages 387-401, May.
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