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The role of business analytics capabilities in bolstering firms’ agility and performance

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  • Ashrafi, Amir
  • Zare Ravasan, Ahad
  • Trkman, Peter
  • Afshari, Samira

Abstract

Many companies invest considerable resources in developing Business Analytics (BA) capabilities to improve their performance. BA can affect performance in many different ways. This paper analyses how BA capabilities affect firms’ agility through information quality and innovative capability. Furthermore, it studies the moderating role of environmental turbulence, both technological and in the market. The proposed model was tested using statistical data from 154 firms with two respondents (CEO and CIO) from each firm. The data were analysed using Partial Least Squares (PLS)/Structured Equation Modelling (SEM). Our results indicate that BA capabilities strongly impact a firm’s agility through an increase in information quality and innovative capability. We also discuss that both market and technological turbulence moderate the influence of firms' agility on firms' performance.

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  • Ashrafi, Amir & Zare Ravasan, Ahad & Trkman, Peter & Afshari, Samira, 2019. "The role of business analytics capabilities in bolstering firms’ agility and performance," International Journal of Information Management, Elsevier, vol. 47(C), pages 1-15.
  • Handle: RePEc:eee:ininma:v:47:y:2019:i:c:p:1-15
    DOI: 10.1016/j.ijinfomgt.2018.12.005
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    as
    1. 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.
    2. Elbashir, Mohamed Z. & Collier, Philip A. & Davern, Michael J., 2008. "Measuring the effects of business intelligence systems: The relationship between business process and organizational performance," International Journal of Accounting Information Systems, Elsevier, vol. 9(3), pages 135-153.
    3. Xu, Zhenning & Frankwick, Gary L. & Ramirez, Edward, 2016. "Effects of big data analytics and traditional marketing analytics on new product success: A knowledge fusion perspective," Journal of Business Research, Elsevier, vol. 69(5), pages 1562-1566.
    4. One-Ki (Daniel) Lee & Vallabh Sambamurthy & Kai H. Lim & Kwok Kee Wei, 2015. "How Does IT Ambidexterity Impact Organizational Agility?," Information Systems Research, INFORMS, vol. 26(2), pages 398-417, June.
    5. Ganguly, Anirban & Nilchiani, Roshanak & Farr, John V., 2009. "Evaluating agility in corporate enterprises," International Journal of Production Economics, Elsevier, vol. 118(2), pages 410-423, April.
    6. Cadez, Simon & Guilding, Chris, 2008. "An exploratory investigation of an integrated contingency model of strategic management accounting," Accounting, Organizations and Society, Elsevier, vol. 33(7-8), pages 836-863.
    7. Germann, Frank & Lilien, Gary L. & Rangaswamy, Arvind, 2013. "Performance implications of deploying marketing analytics," International Journal of Research in Marketing, Elsevier, vol. 30(2), pages 114-128.
    8. Anonymous, 2014. "Introduction to the Issue," Journal of Wine Economics, Cambridge University Press, vol. 9(1), pages 1-2, May.
    9. Sivarajah, Uthayasankar & Kamal, Muhammad Mustafa & Irani, Zahir & Weerakkody, Vishanth, 2017. "Critical analysis of Big Data challenges and analytical methods," Journal of Business Research, Elsevier, vol. 70(C), pages 263-286.
    10. Trkman, Peter & McCormack, Kevin, 2009. "Supply chain risk in turbulent environments--A conceptual model for managing supply chain network risk," International Journal of Production Economics, Elsevier, vol. 119(2), pages 247-258, June.
    11. Peters, Matt D. & Wieder, Bernhard & Sutton, Steve G. & Wakefield, James, 2016. "Business intelligence systems use in performance measurement capabilities: Implications for enhanced competitive advantage," International Journal of Accounting Information Systems, Elsevier, vol. 21(C), pages 1-17.
    12. Wang, Xinchun & Dass, Mayukh, 2017. "Building innovation capability: The role of top management innovativeness and relative-exploration orientation," Journal of Business Research, Elsevier, vol. 76(C), pages 127-135.
    13. Larson, Deanne & Chang, Victor, 2016. "A review and future direction of agile, business intelligence, analytics and data science," International Journal of Information Management, Elsevier, vol. 36(5), pages 700-710.
    14. Gunasekaran, Angappa & Papadopoulos, Thanos & Dubey, Rameshwar & Wamba, Samuel Fosso & Childe, Stephen J. & Hazen, Benjamin & Akter, Shahriar, 2017. "Big data and predictive analytics for supply chain and organizational performance," Journal of Business Research, Elsevier, vol. 70(C), pages 308-317.
    15. Kowalczyk, Martin & Buxmann, Peter, 2015. "An Ambidextrous Perspective on Business Intelligence and Analytics Support in Decision Processes: Insights from a Multiple Case Study," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 75107, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    16. Roberts, Nicholas & Grover, Varun, 2012. "Investigating firm's customer agility and firm performance: The importance of aligning sense and respond capabilities," Journal of Business Research, Elsevier, vol. 65(5), pages 579-585.
    17. William Yeoh & Aleš Popovič, 2016. "Extending the understanding of critical success factors for implementing business intelligence systems," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 67(1), pages 134-147, January.
    18. Wang, Guangping & Dou, Wenyu & Zhu, Weichun & Zhou, Nan, 2015. "The effects of firm capabilities on external collaboration and performance: The moderating role of market turbulence," Journal of Business Research, Elsevier, vol. 68(9), pages 1928-1936.
    19. Troilo, Michael & Bouchet, Adrien & Urban, Timothy L. & Sutton, William A., 2016. "Perception, reality, and the adoption of business analytics: Evidence from North American professional sport organizations," Omega, Elsevier, vol. 59(PA), pages 72-83.
    20. Côrte-Real, Nadine & Oliveira, Tiago & Ruivo, Pedro, 2017. "Assessing business value of Big Data Analytics in European firms," Journal of Business Research, Elsevier, vol. 70(C), pages 379-390.
    21. Yusuf, Yahaya Y. & Gunasekaran, Angappa & Musa, Ahmed & Dauda, Mohammed & El-Berishy, Nagham M. & Cang, Shuang, 2014. "A relational study of supply chain agility, competitiveness and business performance in the oil and gas industry," International Journal of Production Economics, Elsevier, vol. 147(PB), pages 531-543.
    22. Fosso Wamba, Samuel & Akter, Shahriar & Edwards, Andrew & Chopin, Geoffrey & Gnanzou, Denis, 2015. "How ‘big data’ can make big impact: Findings from a systematic review and a longitudinal case study," International Journal of Production Economics, Elsevier, vol. 165(C), pages 234-246.
    23. Stieglitz, Stefan & Mirbabaie, Milad & Ross, Björn & Neuberger, Christoph, 2018. "Social media analytics – Challenges in topic discovery, data collection, and data preparation," International Journal of Information Management, Elsevier, vol. 39(C), pages 156-168.
    24. Swafford, Patricia M. & Ghosh, Soumen & Murthy, Nagesh, 2008. "Achieving supply chain agility through IT integration and flexibility," International Journal of Production Economics, Elsevier, vol. 116(2), pages 288-297, December.
    25. Martin Bichler & Armin Heinzl & Wil M. P. Aalst, 2017. "Business Analytics and Data Science: Once Again?," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 59(2), pages 77-79, April.
    26. Zhang, Cheng & Dhaliwal, Jasbir, 2009. "An investigation of resource-based and institutional theoretic factors in technology adoption for operations and supply chain management," International Journal of Production Economics, Elsevier, vol. 120(1), pages 252-269, July.
    27. Gandomi, Amir & Haider, Murtaza, 2015. "Beyond the hype: Big data concepts, methods, and analytics," International Journal of Information Management, Elsevier, vol. 35(2), pages 137-144.
    28. Esterhuizen, D. & Schutte, C.S.L. & du Toit, A.S.A., 2012. "Knowledge creation processes as critical enablers for innovation," International Journal of Information Management, Elsevier, vol. 32(4), pages 354-364.
    29. Kwon, Ohbyung & Lee, Namyeon & Shin, Bongsik, 2014. "Data quality management, data usage experience and acquisition intention of big data analytics," International Journal of Information Management, Elsevier, vol. 34(3), pages 387-394.
    30. Anonymous, 2014. "Introduction to the Issue," Journal of Wine Economics, Cambridge University Press, vol. 9(2), pages 109-110, August.
    31. Vidgen, Richard & Shaw, Sarah & Grant, David B., 2017. "Management challenges in creating value from business analytics," European Journal of Operational Research, Elsevier, vol. 261(2), pages 626-639.
    32. 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.
    33. Sarv Devaraj & Rajiv Kohli, 2003. "Performance Impacts of Information Technology: Is Actual Usage the Missing Link?," Management Science, INFORMS, vol. 49(3), pages 273-289, March.
    34. DeGroote, Sharon E. & Marx, Thomas G., 2013. "The impact of IT on supply chain agility and firm performance: An empirical investigation," International Journal of Information Management, Elsevier, vol. 33(6), pages 909-916.
    35. Arunachalam, Deepak & Kumar, Niraj & Kawalek, John Paul, 2018. "Understanding big data analytics capabilities in supply chain management: Unravelling the issues, challenges and implications for practice," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 114(C), pages 416-436.
    36. Neda Abdolvand & Mohammad Mehdi Sepehri, 2016. "Antecedents of Strategic Information Systems Alignment in Iran," Journal of Global Information Technology Management, Taylor & Francis Journals, vol. 19(2), pages 80-103, April.
    37. Akter, Shahriar & Wamba, Samuel Fosso & Gunasekaran, Angappa & Dubey, Rameshwar & Childe, Stephen J., 2016. "How to improve firm performance using big data analytics capability and business strategy alignment?," International Journal of Production Economics, Elsevier, vol. 182(C), pages 113-131.
    38. Wang, Yichuan & Kung, LeeAnn & Byrd, Terry Anthony, 2018. "Big data analytics: Understanding its capabilities and potential benefits for healthcare organizations," Technological Forecasting and Social Change, Elsevier, vol. 126(C), pages 3-13.
    39. 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.
    40. Rameshwar Dubey & Sadia Samar Ali & Padmanabha Aital & V.G. Venkatesh, 2014. "Mechanics of humanitarian supply chain agility and resilience and its empirical validation," International Journal of Services and Operations Management, Inderscience Enterprises Ltd, vol. 17(4), pages 367-384.
    41. Morteza Alaeddini & Sepideh Salekfard, 2013. "Investigating the role of an enterprise architecture project in the business-IT alignment in Iran," Information Systems Frontiers, Springer, vol. 15(1), pages 67-88, March.
    42. Judge, William Q. & Elenkov, Detelin, 2005. "Organizational capacity for change and environmental performance: an empirical assessment of Bulgarian firms," Journal of Business Research, Elsevier, vol. 58(7), pages 893-901, July.
    43. 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.
    44. Kock, Alexander & Gemünden, Hans Georg, 2016. "Antecedents to Decision-making Quality and Agility in Innovation Portfolio Management," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 85099, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    45. Rosenbusch, Nina & Brinckmann, Jan & Bausch, Andreas, 2011. "Is innovation always beneficial? A meta-analysis of the relationship between innovation and performance in SMEs," Journal of Business Venturing, Elsevier, vol. 26(4), pages 441-457, July.
    46. Lismont, Jasmien & Vanthienen, Jan & Baesens, Bart & Lemahieu, Wilfried, 2017. "Defining analytics maturity indicators: A survey approach," International Journal of Information Management, Elsevier, vol. 37(3), pages 114-124.
    47. Gunday, Gurhan & Ulusoy, Gunduz & Kilic, Kemal & Alpkan, Lutfihak, 2011. "Effects of innovation types on firm performance," International Journal of Production Economics, Elsevier, vol. 133(2), pages 662-676, October.
    48. 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.
    49. Yu, Yan & Dong, Xiao-Ying & Shen, Kathy Ning & Khalifa, Mohamed & Hao, Jin-Xing, 2013. "Strategies, technologies, and organizational learning for developing organizational innovativeness in emerging economies," Journal of Business Research, Elsevier, vol. 66(12), pages 2507-2514.
    50. Raschke, Robyn L., 2010. "Process-based view of agility: The value contribution of IT and the effects on process outcomes," International Journal of Accounting Information Systems, Elsevier, vol. 11(4), pages 297-313.
    51. Jaklič, Jurij & Grublješič, Tanja & Popovič, Aleš, 2018. "The role of compatibility in predicting business intelligence and analytics use intentions," International Journal of Information Management, Elsevier, vol. 43(C), pages 305-318.
    52. Shirish Jeble & Rameshwar Dubey & Stephen J. Childe & Thanos Papadopoulos & David Roubaud & Anand Prakash, 2018. "Impact of big data and predictive analytics capability on supply chain sustainability," Post-Print hal-02061341, HAL.
    53. Steven Ji-fan Ren & Samuel Fosso Wamba & Shahriar Akter & Rameshwar Dubey & Stephen J. Childe, 2017. "Modelling quality dynamics, business value and firm performance in a big data analytics environment," International Journal of Production Research, Taylor & Francis Journals, vol. 55(17), pages 5011-5026, September.
    54. Streukens, Sandra & Leroi-Werelds, Sara, 2016. "Bootstrapping and PLS-SEM: A step-by-step guide to get more out of your bootstrap results," European Management Journal, Elsevier, vol. 34(6), pages 618-632.
    55. Dimitris Bertsimas & Eric Bradlow & Noah Gans & Alok Gupta, 2014. "Introduction to the Special Issue on Business Analytics," Management Science, INFORMS, vol. 60(6), pages 1351-1351, June.
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