Bridging Big Data Analytics Capability with Sustainability Business Performance: A Literature Review

被引:0
|
作者
Novicka, Jekaterina [1 ]
Volkova, Tatjana [1 ]
机构
[1] BA Sch Business & Finance, Dept Econ & Finance, LV-1013 Riga, Latvia
关键词
sustainability; sustainability reporting; business performance; big data analytics capability; sustainability business performance; resource-based theory; knowledge-based theory; INFORMATION-TECHNOLOGY CAPABILITY; FIRM PERFORMANCE; COMPETITIVE ADVANTAGE; DYNAMIC CAPABILITIES; ALLIANCE CAPABILITY; MANAGEMENT; FLEXIBILITY; ROUTINES; STRATEGY; SUCCESS;
D O I
10.3390/su17062362
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This conceptual paper aims to discuss the crucial transformation of the impacts of big data analytics capability (BDAC) elements on business performance using the framework of sustainability reporting. The authors applied a literature review, content analysis, and bibliometric analysis as the core methodology for this study to define the key success factors for BDAC development in the organisation. The results are based on the theoretical framework of resource-based theory and knowledge-based theory and illustrate the link between BDAC elements and the financial and sustainability conceptualisation of business performance presented in the novel conceptual model. This study contributes to the literature by presenting a sustainability reporting diamond that defines BDAC elements' key success factors necessary to integrate sustainability reporting in the organisational processes.
引用
收藏
页数:21
相关论文
共 50 条
  • [1] The impact of business intelligence, big data analytics capability, and green knowledge management on sustainability performance
    Cheng, Jie
    Singh, Harcharanjit Singh Mahinder
    Zhang, Yi-Cheng
    Wang, Shan-Yong
    JOURNAL OF CLEANER PRODUCTION, 2023, 429
  • [2] Big Data and Business Analytics in the Supply Chain: A Review of the Literature
    Universidade Federal de Santa Catarina , Florianópolis, Santa Catarina, Brazil
    IEEE. Lat. Am. Trans., 10 (3382-3391):
  • [3] Big Data and Business Analytics in the Supply Chain: A Review of the Literature
    Isasi, N. K. G.
    Frazzon, E. M.
    Uriona, M.
    IEEE LATIN AMERICA TRANSACTIONS, 2015, 13 (10) : 3382 - 3391
  • [4] Big data analytics capability and sustainability in company innovation
    Adiguzel, Zafer
    Cakir, Fatma Sonmez
    Ozbay, Ferhat
    INTERNATIONAL JOURNAL OF INNOVATION SCIENCE, 2025,
  • [5] Big Data, Big Data Analytics Capability, and Sustainable Innovation Performance
    Hao, Shengbin
    Zhang, Haili
    Song, Michael
    SUSTAINABILITY, 2019, 11 (24)
  • [6] Big data analytical capability and firm performance: moderating effect of analytics capability business strategy alignment
    Sindarov A.
    Vafaei-Zadeh A.
    Syafrizal S.
    Chanda R.C.
    International Journal of Applied Decision Sciences, 2023, 16 (06) : 663 - 685
  • [7] Big data analytics: a literature review
    Chong, Dazhi
    Shi, Hui
    JOURNAL OF MANAGEMENT ANALYTICS, 2015, 2 (03) : 175 - 201
  • [8] Storytelling, business analytics and big data interpretation Literature review and theoretical propositions
    Boldosova, Valeriia
    Luoto, Severi
    MANAGEMENT RESEARCH REVIEW, 2019, 43 (02): : 204 - 222
  • [9] BIG DATA ANALYTICS AS A STRATEGIC CAPABILITY: A SYSTEMATIC REVIEW
    Bogdan, Mihai
    Borza, Anca
    PROCEEDINGS OF THE 13TH INTERNATIONAL MANAGEMENT CONFERENCE: MANAGEMENT STRATEGIES FOR HIGH PERFORMANCE (IMC 2019), 2019, : 575 - 583
  • [10] Big Data Analytics Capability, Dynamic Capability, and Firm Performance: The Moderating Effect of IT-Business Strategic Alignment
    Wu, Dong
    Lin, Xinyi
    Gupta, Shivam
    Kar, Arpan Kumar
    IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT, 2024, 71 : 11638 - 11651