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Big data and firm performance: The roles of market-directed capabilities and business strategy

Author

Listed:
  • Samppa Suoniemi

    (University of Turku)

  • Lars Meyer-Waarden

    (UT Capitole - Université Toulouse Capitole - UT - Université de Toulouse)

  • Andreas Munzel

    (UM - Université de Montpellier)

  • Alex Ricardo Zablah

    (The University of Tennessee [Knoxville])

  • Detmar Straub

    (Temple University [Philadelphia] - Pennsylvania Commonwealth System of Higher Education (PCSHE))

Abstract

No abstract is available for this item.

Suggested Citation

  • Samppa Suoniemi & Lars Meyer-Waarden & Andreas Munzel & Alex Ricardo Zablah & Detmar Straub, 2020. "Big data and firm performance: The roles of market-directed capabilities and business strategy," Post-Print hal-02957479, HAL.
  • Handle: RePEc:hal:journl:hal-02957479
    DOI: 10.1016/j.im.2020.103365
    Note: View the original document on HAL open archive server: https://hal.science/hal-02957479
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    References listed on IDEAS

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    1. Liran Einav & Jonathan Levin, 2014. "The Data Revolution and Economic Analysis," Innovation Policy and the Economy, University of Chicago Press, vol. 14(1), pages 1-24.
    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. Joseph K. Goodman & Gabriele Paolacci, 2017. "Crowdsourcing Consumer Research," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 44(1), pages 196-210.
    4. Raphael Amit & Paul J. H. Schoemaker, 1993. "Abstract," Strategic Management Journal, Wiley Blackwell, vol. 14(1), pages 33-46, January.
    5. Robert E. Morgan & Pierre Berthon, 2008. "Market Orientation, Generative Learning, Innovation Strategy and Business Performance Inter‐Relationships in Bioscience Firms," Journal of Management Studies, Wiley Blackwell, vol. 45(8), pages 1329-1353, December.
    6. Armstrong, J. Scott & Overton, Terry S., 1977. "Estimating Nonresponse Bias in Mail Surveys," MPRA Paper 81694, University Library of Munich, Germany.
    7. Neil A. Morgan & Douglas W. Vorhies & Charlotte H. Mason, 2009. "Market orientation, marketing capabilities, and firm performance," Strategic Management Journal, Wiley Blackwell, vol. 30(8), pages 909-920, August.
    8. 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.
    9. 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.
    10. 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.
    11. Hao, Shengbin & Song, Michael, 2016. "Technology-driven strategy and firm performance: Are strategic capabilities missing links?," Journal of Business Research, Elsevier, vol. 69(2), pages 751-759.
    12. Anning-Dorson, Thomas, 2018. "Customer involvement capability and service firm performance: The mediating role of innovation," Journal of Business Research, Elsevier, vol. 86(C), pages 269-280.
    13. Birger Wernerfelt, 1984. "A resource‐based view of the firm," Strategic Management Journal, Wiley Blackwell, vol. 5(2), pages 171-180, April.
    14. 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.
    15. Jessica Braojos & Jose Benitez & Javier Llorens, 2019. "How do social commerce-IT capabilities influence firm performance? Theory and empirical evidence," Post-Print hal-02057780, HAL.
    16. A. Miller & G. G. Dess, 1993. "Assessing Porter'S (1980) Model In Terms Of Its Generalizability, Accuracy And Simplicity," Journal of Management Studies, Wiley Blackwell, vol. 30(4), pages 553-585, July.
    17. Donal Crilly & Na Ni & Yuwei Jiang, 2016. "Do-no-harm versus do-good social responsibility: Attributional thinking and the liability of foreignness," Strategic Management Journal, Wiley Blackwell, vol. 37(7), pages 1316-1329, July.
    18. James G. March, 1991. "Exploration and Exploitation in Organizational Learning," Organization Science, INFORMS, vol. 2(1), pages 71-87, February.
    19. Rajiv Kohli & Sarv Devaraj, 2003. "Measuring Information Technology Payoff: A Meta-Analysis of Structural Variables in Firm-Level Empirical Research," Information Systems Research, INFORMS, vol. 14(2), pages 127-145, June.
    20. Wang, Zhan & Kim, Hyun Gon, 2017. "Can Social Media Marketing Improve Customer Relationship Capabilities and Firm Performance? Dynamic Capability Perspective," Journal of Interactive Marketing, Elsevier, vol. 39(C), pages 15-26.
    21. 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.
    22. Mowen, John C. & Fang, Xiang & Scott, Kristin, 2009. "A hierarchical model approach for identifying the trait antecedents of general gambling propensity and of four gambling-related genres," Journal of Business Research, Elsevier, vol. 62(12), pages 1262-1268, December.
    23. 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.
    24. T. Russell Crook & David J. Ketchen & James G. Combs & Samuel Y. Todd, 2008. "Strategic resources and performance: a meta‐analysis," Strategic Management Journal, Wiley Blackwell, vol. 29(11), pages 1141-1154, November.
    25. Xinshu Zhao & John G. Lynch & Qimei Chen, 2010. "Reconsidering Baron and Kenny: Myths and Truths about Mediation Analysis," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 37(2), pages 197-206, August.
    26. Foltean, Florin Sabin & Trif, Simona Mihaela & Tuleu, Daniela Liliana, 2019. "Customer relationship management capabilities and social media technology use: Consequences on firm performance," Journal of Business Research, Elsevier, vol. 104(C), pages 563-575.
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    Cited by:

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    2. Oduro, Stephen & De Nisco, Alessandro & Mainolfi, Giada, 2023. "Do digital technologies pay off? A meta-analytic review of the digital technologies/firm performance nexus," Technovation, Elsevier, vol. 128(C).
    3. Susanto, Stefanny Magdalena, 2020. "Influence of contingency theory, moderating variable, and mediating effect on firm performance," OSF Preprints kv48g, Center for Open Science.
    4. Oesterreich, Thuy Duong & Anton, Eduard & Teuteberg, Frank & Dwivedi, Yogesh K, 2022. "The role of the social and technical factors in creating business value from big data analytics: A meta-analysis," Journal of Business Research, Elsevier, vol. 153(C), pages 128-149.
    5. Ashaari, Mohamed Azlan & Singh, Karpal Singh Dara & Abbasi, Ghazanfar Ali & Amran, Azlan & Liebana-Cabanillas, Francisco J., 2021. "Big data analytics capability for improved performance of higher education institutions in the Era of IR 4.0: A multi-analytical SEM & ANN perspective," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    6. Li, Lei & Lin, Jiabao & Ouyang, Ye & Luo, Xin (Robert), 2022. "Evaluating the impact of big data analytics usage on the decision-making quality of organizations," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    7. elviona, adra, 2020. "Aspek Pengukuran Kinerja Perusahaan," OSF Preprints cj3d8, Center for Open Science.
    8. Lei Guo & Luying Xu, 2021. "The Effects of Digital Transformation on Firm Performance: Evidence from China’s Manufacturing Sector," Sustainability, MDPI, vol. 13(22), pages 1-18, November.
    9. Hao, Xiaoli & Wen, Shufang & Li, Ke & Wu, Junwei & Wu, Haitao & Hao, Yu, 2023. "Environmental governance, executive incentive, and enterprise performance: Evidence from Chinese mineral enterprises," Resources Policy, Elsevier, vol. 85(PA).
    10. Philipp Korherr & Dominik Kanbach, 2023. "Human-related capabilities in big data analytics: a taxonomy of human factors with impact on firm performance," Review of Managerial Science, Springer, vol. 17(6), pages 1943-1970, August.
    11. Monica C. LaBarge & Kristen L. Walker & Courtney Nations Azzari & Maureen Bourassa & Jesse Catlin & Stacey Finkelstein & Alexei Gloukhovtsev & James Leonhardt & Kelly Martin & Maria Rejowicz‐Quaid & M, 2022. "Digital exchange compromises: Teetering priorities of consumers and organizations at the iron triangle," Journal of Consumer Affairs, Wiley Blackwell, vol. 56(3), pages 1220-1243, September.

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