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
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
  • [21] Characteristics of consulting firms associated with the diffusion of big data analytics
    Oyewo, Babajide
    Ajibola, Oluwafunmilayo
    Ajape, Mohammed
    JOURNAL OF ASIAN BUSINESS AND ECONOMIC STUDIES, 2021, 28 (04): : 281 - 302
  • [22] Does Implementation of Big Data Analytics Improve Firms' Market Value? Investors' Reaction in Stock Market
    Lee, Hansol
    Kweon, Eunkyung
    Kim, Minkyun
    Chai, Sangmi
    SUSTAINABILITY, 2017, 9 (06)
  • [23] Technology, Organization and Environment as Strategic Factors of Big Data Analytics Readiness and Acquisition Intention to adopt Big Data Analytics in Malaysian Libraries
    Salman, Mohamad Salbihan
    Sani, Mad Khir Johari Ahdullah
    Sahid, Noor Zaidi
    ENVIRONMENT-BEHAVIOUR PROCEEDINGS JOURNAL, 2024, 9 : 233 - 246
  • [24] Motivation to use big data and big data analytics in external auditing
    Dagiliene, Lina
    Kloviene, Lina
    MANAGERIAL AUDITING JOURNAL, 2019, 34 (07) : 750 - 782
  • [25] Big Data Analytics Readiness: A South African Public Sector Perspective
    Motau, Mokgadi
    Kalema, Billy Mathias
    2016 IEEE INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES AND INNOVATIVE BUSINESS PRACTICES FOR THE TRANSFORMATION OF SOCIETIES (EMERGITECH), 2016, : 265 - 271
  • [26] Technology, Organization and Environment as Strategic Factors of Big Data Analytics Readiness and Acquisition Intention to adopt Big Data Analytics in Malaysian Libraries
    Salman, Mohamad Salbihan
    Sani, Mad Khir Johari Ahdullah
    Sahid, Noor Zaidi
    ENVIRONMENT-BEHAVIOUR PROCEEDINGS JOURNAL, 2024, 9 : 233 - 246
  • [27] The use of readiness assessment for big data projects
    Barham, Husam
    Daim, Tugrul
    SUSTAINABLE CITIES AND SOCIETY, 2020, 60 (60)
  • [28] Data Value, Big Data Analytics, and Decision-Making
    Monino, Jean-Louis
    JOURNAL OF THE KNOWLEDGE ECONOMY, 2021, 12 (01) : 256 - 267
  • [29] Data Value, Big Data Analytics, and Decision-Making
    Jean-Louis Monino
    Journal of the Knowledge Economy, 2021, 12 : 256 - 267
  • [30] How the Use of Big Data Analytics Affects Value Creation in Supply Chain Management
    Chen, Daniel Q.
    Preston, David S.
    Swink, Morgan
    JOURNAL OF MANAGEMENT INFORMATION SYSTEMS, 2015, 32 (04) : 4 - 39