The Assessment of Big Data Adoption Readiness with a Technology-Organization-Environment Framework: A Perspective towards Healthcare Employees

被引:36
|
作者
Ghaleb, Ebrahim A. A. [1 ]
Dominic, P. D. D. [1 ]
Fati, Suliman Mohamed [2 ]
Muneer, Amgad [1 ]
Ali, Rao Faizan [1 ]
机构
[1] Univ Teknol Petronas, Dept Comp & Informat Sci, Seri Iskandar 32160, Perak, Malaysia
[2] Prince Sultan Univ, Coll Comp & Informat Sci, Informat Syst Dept, Riyadh 11586, Saudi Arabia
关键词
emerging technologies; big data; technology adoption; healthcare; healthcare transformation; TOE and TRI theories; CLOUD COMPUTING ADOPTION; SUPPLY CHAIN MANAGEMENT; DATA ANALYTICS; FIRM PERFORMANCE; INFORMATION-TECHNOLOGY; DIGITAL TRANSFORMATION; COMMERCE ADOPTION; PLS-SEM; DETERMINANTS; SMES;
D O I
10.3390/su13158379
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Big data is rapidly being seen as a new frontier for improving organizational performance. However, it is still in its early phases of implementation in developing countries' healthcare organizations. As data-driven insights become critical competitive advantages, it is critical to ascertain which elements influence an organization's decision to adopt big data. The aim of this study is to propose and empirically test a theoretical framework based on technology-organization-environment (TOE) factors to identify the level of readiness of big data adoption in developing countries' healthcare organizations. The framework empirically tested 302 Malaysian healthcare employees. The structural equation modeling was used to analyze the collected data. The results of the study demonstrated that technology, organization, and environment factors can significantly contribute towards big data adoption in healthcare organizations. However, the complexity of technology factors has shown less support for the notion. For technology practitioners, this study showed how to enhance big data adoption in healthcare organizations through TOE factors.
引用
收藏
页数:33
相关论文
共 50 条
  • [31] A readiness assessment framework for Blockchain adoption: A healthcare case study
    Balasubramanian, Sreejith
    Shukla, Vinaya
    Sethi, Jaspreet Singh
    Islam, Nazrul
    Saloum, Roy
    TECHNOLOGICAL FORECASTING AND SOCIAL CHANGE, 2021, 165
  • [32] Driving Operational Excellence: The Role of Technology-Organization-Environment Framework in Lean Six Sigma Integrated Industry 4.0 Adoption
    Virmani, Naveen
    Mahajan, Anupama
    Jagtap, Sandeep
    Mahajan, Raveesha
    ENGINEERING MANAGEMENT JOURNAL, 2025,
  • [33] Enterprise 2.0 post-adoption: Extending the information system continuance model based on the technology-Organization-environment framework
    Jia, Qiong
    Guo, Yue
    Barnes, Stuart J.
    COMPUTERS IN HUMAN BEHAVIOR, 2017, 67 : 95 - 105
  • [34] The antecedents of cloud computing adoption and its consequences for MSMEs' performance: A model based on the Technology-Organization-Environment (TOE) framework
    Aligarh, Frank
    Sutopo, Bambang
    Widarjo, Wahyu
    COGENT BUSINESS & MANAGEMENT, 2023, 10 (02):
  • [35] Configurational paths of entrepreneurial activity: An analysis based on the technology-organization-environment framework
    Gong, Xiuyuan
    Li, Lu
    Yao, Nengzhi
    Guo, Qiaozhe
    AMERICAN JOURNAL OF ECONOMICS AND SOCIOLOGY, 2024, 83 (04) : 831 - 854
  • [36] Bringing the digital library success factors into the realm of the technology-organization-environment framework
    Singeh, Feria Wirba
    Abrizah, A.
    Kiran, K.
    ELECTRONIC LIBRARY, 2020, 38 (03): : 659 - 675
  • [37] Applying the Technology-Organization-Environment framework to explore ICT initial and continued adoption: An exploratory study of an independent hotel in Hong Kong
    Leung, Daniel
    Lo, Ada
    Fong, Lawrence Hoc Nang
    Law, Rob
    TOURISM RECREATION RESEARCH, 2015, 40 (03) : 391 - 406
  • [38] Determinants of Social Media Adoption by Millennial Farmers to Improve Business Performance: Perspectives from the Technology-Organization-Environment (TOE) Framework
    Dharmawan, Mahdaviqia
    Rahayu, Wiwit
    Khomah, Isti
    Kusnanda
    RESEARCH ON WORLD AGRICULTURAL ECONOMY, 2024, 5 (04): : 533 - 554
  • [39] Digitalization adoption for digital economy: an examination of Malaysian small medium-sized enterprises through the technology-organization-environment framework
    Low, Mei Peng
    Sen Seah, Choon
    Tat-Huei Cham
    Teoh, Sian Hoon
    BUSINESS PROCESS MANAGEMENT JOURNAL, 2022, 28 (07) : 1473 - 1494
  • [40] A Framework for Big Data Technology in Health and Healthcare
    Sheeran, Megan
    Steele, Robert
    2017 IEEE 8TH ANNUAL UBIQUITOUS COMPUTING, ELECTRONICS AND MOBILE COMMUNICATION CONFERENCE (UEMCON), 2017, : 401 - 407