Are firms ready to use big data analytics to create value? The role of structural and psychological readiness

被引：44
|
作者：
Ghasemaghaei, Maryam [1 ]
机构：
[1] McMaster Univ, DeGroote Sch Business, Hamilton, ON, Canada
来源：
ENTERPRISE INFORMATION SYSTEMS | 2019年 / 13卷 / 05期
关键词：
Firm readiness; firm value creation; big data analytics use; structural readiness; psychological readiness; INFORMATION-TECHNOLOGY CAPABILITY; COMMON METHOD VARIANCE; PERFORMANCE; ADOPTION; PERSPECTIVE; INNOVATION; MANAGEMENT; AGILITY; SYSTEMS; FIT;
D O I：
10.1080/17517575.2019.1576228
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this study, we leverage Information Technology (IT) readiness literature and resource-based view (RBV) to investigate the impact of firm structural and psychological readiness on firm value creation, as mediated by big data analytics usage. The proposed research model is empirically validated using survey data from 179 senior IT managers. The findings demonstrate the importance of both structural (i.e. IT infrastructure capability, tools functionality, employee analytical capability, and bigness of data) and psychological readiness (i.e. IT proactive climate) in enhancing firm value creation through big data analytics usage. These results provide interesting theoretical and practical insights.
引用
收藏
页码：650 / 674
页数：25
相关论文
共 50 条
  • [31] Use of Big Data Analytics in WASH Sector
    Adhikari, Binod Kumar
    Zuo, Wan Li
    Maharjan, Ramesh
    Yadav, Ram Kumar
    PROCEEDINGS OF THE 2018 SECOND INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND CONTROL SYSTEMS (ICICCS), 2018, : 1185 - 1190
  • [32] Big Data, Analytics and the Path From Insights to Value
    Lavalle, Steve
    Lesser, Eric
    Shockley, Rebecca
    Hopkins, Michael S.
    Kruschwitz, Nina
    MIT SLOAN MANAGEMENT REVIEW, 2011, 52 (02) : 21 - 32
  • [33] The Role of Big Data Analytics in Increasing Competitiveness
    Cristescu, Marian Pompiliu
    Nerisanu, Raluca Andreea
    Mara, Dumitru Alexandru
    Polder, Renate-Martina
    Keresztesi, Albert-Attila
    EDUCATION, RESEARCH AND BUSINESS TECHNOLOGIES, 2023, 321 : 161 - 175
  • [34] The Role of Big Data and Predictive Analytics in Retailing
    Bradlow, Eric T.
    Gangwar, Manish
    Kopalle, Praveen
    Voleti, Sudhir
    JOURNAL OF RETAILING, 2017, 93 (01) : 79 - 95
  • [35] The Value of Big Data Analytics Pillars in Telecommunication Industry
    Keshavarz, Hassan
    Mahdzir, Akbariah Mohd
    Talebian, Hosna
    Jalaliyoon, Neda
    Ohshima, Naoki
    SUSTAINABILITY, 2021, 13 (13)
  • [36] The role of big data analytics in Internet of Things
    Ahmed, Ejaz
    Yaqoob, Ibrar
    Hashem, Ibrahim Abaker Targio
    Khan, Imran
    Ahmed, Abdelmuttlib Ibrahim Abdalla
    Imran, Muhammad
    Vasilakos, Athanasios V.
    COMPUTER NETWORKS, 2017, 129 : 459 - 471
  • [37] Unlocking causal relations of barriers to big data analytics in manufacturing firms
    Raut, Rakesh
    Narwane, Vaibhav
    Kumar Mangla, Sachin
    Yadav, Vinay Surendra
    Narkhede, Balkrishna Eknath
    Luthra, Sunil
    INDUSTRIAL MANAGEMENT & DATA SYSTEMS, 2021, 121 (09) : 1939 - 1968
  • [38] Leveraging internet of things and big data analytics initiatives in European and American firms: Is data quality a way to extract business value?
    Corte-Real, Nadine
    Ruivo, Pedro
    Oliveira, Tiago
    INFORMATION & MANAGEMENT, 2020, 57 (01)
  • [39] A Big Data Analytics Approach for Construction Firms Failure Prediction Models
    Alaka, Hafiz
    Oyedele, Lukumon
    Owolabi, Hakeem
    Akinade, Olugbenga
    Bilal, Muhammad
    Ajayi, Saheed
    IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT, 2019, 66 (04) : 689 - 698
  • [40] Big data analytics by automated generation of fuzzy rules for Network Forensics Readiness
    Shalaginov, Andrii
    Franke, Katrin
    APPLIED SOFT COMPUTING, 2017, 52 : 359 - 375
12345