Big Data Analytics Adoption Model for Malaysian SMEs

被引:5
|
作者
Tien, Eu Lay [1 ]
Ali, Nazmona Mat [1 ]
Miskon, Suraya [1 ]
Ahmad, Norasnita [1 ]
Abdullah, Norris Syed [1 ]
机构
[1] Univ Teknol Malaysia, Johor Baharu, Malaysia
关键词
Big Data Analytics; Adoption model; Malaysian SMEs; USER ACCEPTANCE; TECHNOLOGY;
D O I
10.1007/978-3-030-33582-3_5
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Big Data Analytics (BDA) was utilized to analyze and examine big data sets. This system is able to analyze enormous data sets which exist in different formats and to extract useful information within the data which may be used to improve business decision-making, predict sales, enhance customer relationships, and ultimately lead to generating increased revenues and profits. Multinational and large companies are starting to adopt BDA to acquire the benefits and advantages from this technology. However, the rate of adoption of BDA by Small and Medium Enterprises (SMEs) is low. There is a need and desire that SMEs should start to adopt BDA in order to stay one step ahead of their rivals, and at the same time, to remain competitive in the market. Hence, this study aims to identify the factors influencing the adoption of BDA in Malaysian SMEs and propose a BDA adoption model for Malaysian SMEs.
引用
收藏
页码:45 / 53
页数:9
相关论文
共 50 条
  • [1] On the edge of Big Data: Drivers and barriers to data analytics adoption in SMEs
    Justy, Theo
    Pellegrin-Boucher, Estelle
    Lescop, Denis
    Granata, Julien
    Gupta, Shivam
    TECHNOVATION, 2023, 127
  • [2] Barriers to SMEs Adoption of Big Data Analytics for Competitive Advantage
    Willetts, Matthew
    Atkins, Anthony S.
    Stanier, Clare
    2020 FOURTH INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING IN DATA SCIENCES (ICDS), 2020,
  • [3] Big Data Analytics Capability Ecosystem Model for SMEs
    Falahat, Mohammad
    Cheah, Phaik Kin
    Jayabalan, Jayamalathi
    Lee, Corrinne Mei Jyin
    Kai, Sia Bik
    SUSTAINABILITY, 2023, 15 (01)
  • [4] Evaluation of a software positioning tool to support SMEs in adoption of big data analytics
    Willetts M.
    Atkins A.S.
    Journal of Electronic Science and Technology, 2024, 22 (01)
  • [5] Evaluation of a software positioning tool to support SMEs in adoption of big data analytics
    Matthew Willetts
    Anthony S.Atkins
    Journal of Electronic Science and Technology, 2024, 22 (01) : 15 - 26
  • [6] Determinants of big data analytics adoption in small and medium-sized enterprises (SMEs)
    Maroufkhani, Parisa
    Iranmanesh, Mohammad
    Ghobakhloo, Morteza
    INDUSTRIAL MANAGEMENT & DATA SYSTEMS, 2023, 123 (01) : 278 - 301
  • [7] Is Big Data for Everyone? The Challenges of Big Data Adoption in SMEs
    Shah, S.
    Soriano, C. Bardon
    Coutroubis, A. D.
    2017 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT (IEEM), 2017, : 803 - 807
  • [8] Adoption of Big Data analytics in construction: development of a conceptual model
    Ram, Jiwat
    Afridi, Numan Khan
    Khan, Khawar Ahmed
    BUILT ENVIRONMENT PROJECT AND ASSET MANAGEMENT, 2019, 9 (04) : 564 - 579
  • [9] Big data analytics adoption model for small and medium enterprises
    Maroufkhani, Parisa
    Ismail, Wan Khairuzzaman Wan
    Ghobakhloo, Morteza
    JOURNAL OF SCIENCE AND TECHNOLOGY POLICY MANAGEMENT, 2020, 11 (02) : 171 - 201
  • [10] Artificial intelligence adoption and revenue growth in European SMEs: synergies with IoT and big data analytics
    Ardito, Lorenzo
    Filieri, Raffaele
    Raguseo, Elisabetta
    Vitari, Claudio
    INTERNET RESEARCH, 2024,