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

被引:10
|
作者
Lee, Hansol [1 ]
Kweon, Eunkyung [1 ]
Kim, Minkyun [2 ]
Chai, Sangmi [1 ]
机构
[1] Ewha Womans Univ, Sch Business, 52 Ewhayeodae Gil, Seoul 03760, South Korea
[2] Sogang Univ, Sogang Business Sch, 35 Baekbum Ro, Seoul 04107, South Korea
关键词
big data; data analytics; measuring stock market value of investment; event study methodology; CRITICAL SUCCESS FACTORS; INFORMATION-SYSTEMS; PERFORMANCE; ERP; TECHNOLOGY; INVESTMENT; INDUSTRY; RETURNS; EVENT; RISE;
D O I
10.3390/su9060978
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
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.
引用
收藏
页数:17
相关论文
共 50 条
  • [31] Do Investors See Value in Ethically Sound CEO Apologies? Investigating Stock Market Reaction to CEO Apologies
    Daryl Koehn
    Maria Goranova
    Journal of Business Ethics, 2018, 152 : 311 - 322
  • [32] Stock market reaction to mandatory carbon disclosure announcements: The role of institutional investors
    Florackis, Chris
    Muktadir-Al-Mukit, Dewan
    Sainani, Sushil
    Zhang, Ziyang
    JOURNAL OF INTERNATIONAL FINANCIAL MARKETS INSTITUTIONS & MONEY, 2025, 99
  • [33] Are Investors Rational? Evidence on the Impact of Industrial Framing Reclassification on Stock Market Reaction
    Chen, Tsung-Cheng
    Lai, Mei-Ying
    JOURNAL OF BEHAVIORAL FINANCE, 2013, 14 (01) : 1 - 8
  • [34] Does ethics improve stock market resilience in times of instability?
    Erragragui, Elias
    Hassan, M. Kabir
    Peillex, Jonathan
    Khan, Abu Nahian Faisal
    ECONOMIC SYSTEMS, 2018, 42 (03) : 450 - 469
  • [35] The impact of big data analytics on firms’ high value business performance
    Aleš Popovič
    Ray Hackney
    Rana Tassabehji
    Mauro Castelli
    Information Systems Frontiers, 2018, 20 : 209 - 222
  • [36] The impact of big data analytics on firms' high value business performance
    Popovic, Ales
    Hackney, Ray
    Tassabehji, Rana
    Castelli, Mauro
    INFORMATION SYSTEMS FRONTIERS, 2018, 20 (02) : 209 - 222
  • [37] Hybrid optimization enabled deep learning and spark architecture using big data analytics for stock market forecasting
    Kanchanamala, Pendela
    Karnati, Ramesh
    Reddy, Palagiri Vijaya Bhaskar
    CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2023, 35 (08):
  • [38] Automated passive income from stock market using machine learning and big data analytics with security aspects
    Gaurav Sharma
    Stilianos Vidalis
    P. Mankar
    Niharika Anand
    Somesh Minakshi
    undefined Kumar
    Multimedia Tools and Applications, 2025, 84 (12) : 10109 - 10136
  • [39] The stock market reaction to the introduction of best practices codes by Spanish firms
    Fernández-Rodríguez, E
    Gómez-Ansón, S
    Cuervo-García, A
    CORPORATE GOVERNANCE-AN INTERNATIONAL REVIEW, 2004, 12 (01) : 29 - 46
  • [40] The impact of attention heterogeneity on stock market in the era of big data
    Deng, Shiming
    Liu, Peipei
    CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2019, 22 (Suppl 3): : S6157 - S6170