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Does Implementation of Big Data Analytics Improve Firms’ Market Value? Investors’ Reaction in Stock Market

Author

Listed:
  • Hansol Lee

    (School of Business, Ewha Womans University, 52 Ewhayeodae-gil, Seodaemun-gu, Seoul 03760, Korea)

  • Eunkyung Kweon

    (School of Business, Ewha Womans University, 52 Ewhayeodae-gil, Seodaemun-gu, Seoul 03760, Korea)

  • Minkyun Kim

    (Sogang Business School, Sogang University, 35 Baekbum-ro, Mapo-gu, Seoul 04107, Korea)

  • Sangmi Chai

    (School of Business, Ewha Womans University, 52 Ewhayeodae-gil, Seodaemun-gu, Seoul 03760, Korea)

Abstract

Recently, due to the development of social media, multimedia, and the Internet of Things (IoT), various types of data have increased. As the existing data analytics tools cannot cover this huge volume of data, big data analytics becomes one of the emerging technologies for business today. Considering that big data analytics is an up-to-date term, in the present study, we investigated the impact of implementing big data analytics in the short-term perspective. We used an event study methodology to investigate the changes in stock price caused by announcements on big data analytics solution investment. A total of 54 investment announcements of firms publicly traded in NASDAQ and NYSE from 2010 to 2015 were collected. Our results empirically demonstrate that announcement of firms’ investment on big data solution leads to positive stock market reactions. In addition, we also found that investments on small vendors’ solution with industry-oriented functions tend to result in higher abnormal returns than those on big vendors’ solution with general functions. Finally, our results also suggest that stock market investors highly evaluate big data analytics investments of big firms as compared to those of small firms.

Suggested Citation

  • Hansol Lee & Eunkyung Kweon & Minkyun Kim & Sangmi Chai, 2017. "Does Implementation of Big Data Analytics Improve Firms’ Market Value? Investors’ Reaction in Stock Market," Sustainability, MDPI, vol. 9(6), pages 1-17, June.
    • Handle: RePEc:gam:jsusta:v:9:y:2017:i:6:p:978-:d:101056
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    References listed on IDEAS

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    1. Brown, Stephen J. & Warner, Jerold B., 1985. "Using daily stock returns : The case of event studies," Journal of Financial Economics, Elsevier, vol. 14(1), pages 3-31, March.
    2. Alex Edmans & Diego García & Øyvind Norli, 2007. "Sports Sentiment and Stock Returns," Journal of Finance, American Finance Association, vol. 62(4), pages 1967-1998, August.
    3. repec:ack:journl:y::id:50 is not listed on IDEAS
    4. Editorial Article, 0. "The Information for Authors," Economics of Contemporary Russia, Regional Public Organization for Assistance to the Development of Institutions of the Department of Economics of the Russian Academy of Sciences, issue 2.
    5. repec:ack:journl:y::id:144 is not listed on IDEAS
    6. Krishna B. Kumar & Raghuram G. Rajan & Luigi Zingales, "undated". "What Determines Firm Size?," CRSP working papers 496, Center for Research in Security Prices, Graduate School of Business, University of Chicago.
    7. repec:ack:journl:y::id:108 is not listed on IDEAS
    8. Kaplanski, Guy & Levy, Haim, 2010. "Sentiment and stock prices: The case of aviation disasters," Journal of Financial Economics, Elsevier, vol. 95(2), pages 174-201, February.
    9. C. Ranganathan & Carol V. Brown, 2006. "ERP Investments and the Market Value of Firms: Toward an Understanding of Influential ERP Project Variables," Information Systems Research, INFORMS, vol. 17(2), pages 145-161, June.
    10. David Hirshleifer & Tyler Shumway, 2003. "Good Day Sunshine: Stock Returns and the Weather," Journal of Finance, American Finance Association, vol. 58(3), pages 1009-1032, June.
    11. Armitage, Seth, 1995. "Event Study Methods and Evidence on Their Performance," Journal of Economic Surveys, Wiley Blackwell, vol. 9(1), pages 25-52, March.
    12. A. Craig MacKinlay, 1997. "Event Studies in Economics and Finance," Journal of Economic Literature, American Economic Association, vol. 35(1), pages 13-39, March.
    13. Konchitchki, Yaniv & O'Leary, Daniel E., 2011. "Event study methodologies in information systems research," International Journal of Accounting Information Systems, Elsevier, vol. 12(2), pages 99-115.
    14. Kun Shin Im & Kevin E. Dow & Varun Grover, 2001. "Research Report: A Reexamination of IT Investment and the Market Value of the Firm—An Event Study Methodology," Information Systems Research, INFORMS, vol. 12(1), pages 103-117, March.
    15. repec:ack:journl:y::id:220 is not listed on IDEAS
    16. Fama, Eugene F, et al, 1969. "The Adjustment of Stock Prices to New Information," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 10(1), pages 1-21, February.
    17. repec:ack:journl:y::id:91 is not listed on IDEAS
    18. Umble, Elisabeth J. & Haft, Ronald R. & Umble, M. Michael, 2003. "Enterprise resource planning: Implementation procedures and critical success factors," European Journal of Operational Research, Elsevier, vol. 146(2), pages 241-257, April.
    19. Editorial Article, 0. "The Information for Authors," Economics of Contemporary Russia, Regional Public Organization for Assistance to the Development of Institutions of the Department of Economics of the Russian Academy of Sciences, issue 1.
    20. Mark J. Kamstra & Lisa A. Kramer & Maurice D. Levi, 2003. "Winter Blues: A SAD Stock Market Cycle," American Economic Review, American Economic Association, vol. 93(1), pages 324-343, March.
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    2. Tang, Hua & Xiong, Langyu & Peng, Ru, 2024. "The mediating role of investor confidence on ESG performance and firm value: Evidence from Chinese listed firms," Finance Research Letters, Elsevier, vol. 61(C).

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