Decision making performance of business analytics capabilities: the role of big data literacy and analytics competency

被引:2
作者
Fattah, Ikhsan A. [1 ,2 ]
机构
[1] Bina Nusantara Univ, BINUS Business Sch Doctor Res Management, Jakarta, Indonesia
[2] Minist Finance, Directorate Transformat & Informat Syst, Jakarta, Indonesia
关键词
Decision making performance; Business analytics capabilities; Big data literacy; Analytics competency; Public sector institutions; BEHAVIORAL-RESEARCH; DATA GOVERNANCE; MANAGEMENT; EXPLORATION; CHALLENGES; FRAMEWORK; INTERNET; ADOPTION; QUALITY; SYSTEMS;
D O I
10.1108/BPMJ-11-2023-0894
中图分类号
F [经济];
学科分类号
02 ;
摘要
PurposeThis study investigates the relationships between data governance (DG), business analytics capabilities (BAC), and decision-making performance (DMP), with a focus on the mediating effects of big data literacy (BDL) and data analytics competency (DAC).Design/methodology/approachThe study was conducted with 178 experienced managers in public service organizations, using a quantitative approach. Structural equation modeling (SEM) and mediation tests were employed to analyze the data.FindingsThe findings reveal that DG and BDL are critical antecedents for developing analytical capabilities. Big data literacy mediates the relationship between DG and BAC, while BAC mediates the relationship between DG and DMP. Furthermore, DAC mediates the relationship between BA capabilities and DMP, explaining most of the effect of BAC on DMP.Practical implicationsThese results highlight the importance of DG in fostering BDL and analytical skills for improved decision-making in organizations.Originality/valueBy prioritizing DG practices that promote BDL and analytical capabilities, organizations can leverage business analytics to enhance decision-making.
引用
收藏
页码:2096 / 2126
页数:31
相关论文
共 126 条
  • [1] Abbady M., 2019, Decision Science Letters, V8, P429, DOI [10.5267/j.dsl.2019.5.003, DOI 10.5267/J.DSL.2019.5.003]
  • [2] Business Analytics Capabilities and Decision Quality: The Mediating Roles of Decision Speed and Comprehensiveness
    Abdellatif, Mamdouh Abdallah Mohamed
    Abubakar, A. Mohammed
    Elayan, Malek Bakheet Haroun
    Hayajneh, Jamal Abdelrahman. M.
    [J]. INFORMATION SYSTEMS MANAGEMENT, 2024, 41 (01) : 91 - 108
  • [3] Data governance: A conceptual framework, structured review, and research agenda
    Abraham, Rene
    Schneider, Johannes
    vom Brocke, Jan
    [J]. INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT, 2019, 49 : 424 - 438
  • [4] Exploring the complementary effects of business analytics capabilities and π-shaped skills on innovation outcomes
    Abubakar, A. Mohammed
    Turkmen, Ahmet
    Isik, Volkan
    Mikalef, Patrick
    Turel, Ofir
    [J]. EUROPEAN JOURNAL OF INFORMATION SYSTEMS, 2025, 34 (01) : 146 - 163
  • [5] Abuzaid A.N., 2024, International Journal of Data and Network Science, V8, P1415, DOI [10.5267/j.ijdns.2024.4.001, DOI 10.5267/J.IJDNS.2024.4.001]
  • [6] Afsharian M., 2024, Decision Analytics Journal, V11, DOI [10.1016/j.dajour.2024.100442, DOI 10.1016/J.DAJOUR.2024.100442]
  • [7] Agyei-Owusu B, 2021, LECT NOTES COMPUT SC, V12896, P481, DOI 10.1007/978-3-030-85447-8_40
  • [8] A systematic literature review of data governance and cloud data governance
    Al-Ruithe, Majid
    Benkhelifa, Elhadj
    Hameed, Khawar
    [J]. PERSONAL AND UBIQUITOUS COMPUTING, 2019, 23 (5-6) : 839 - 859
  • [9] Critical Success Factors for Data Governance: A Theory Building Approach
    Alhassan, Ibrahim
    Sammon, David
    Daly, Mary
    [J]. INFORMATION SYSTEMS MANAGEMENT, 2019, 36 (02) : 98 - 110
  • [10] Amaresan S., 2023, Data governance (DG): a straightforward guide