The mediating effect of data literacy competence in the relationship between data governance and data-driven culture

被引:7
作者
Fattah, Ikhsan A. [1 ,2 ]
机构
[1] Bina Nusantara Univ, BINUS Business Sch, Res Management, Jakarta, Indonesia
[2] Minist Finance, Directorate Transformat & Informat Syst, Republ Indonesia, Jakarta, Indonesia
关键词
Data governance; Data literacy; Data-driven culture; Competency-based theory; BIG DATA ANALYTICS; DATA SCIENCE; INFORMATION; MANAGEMENT; VIEW; FIRM; ORGANIZATIONS; ADOPTION; DESIGN; MODELS;
D O I
10.1108/IMDS-11-2023-0812
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
PurposeThis research investigates the critical role of data governance (DG) in shaping a data-driven culture (DDC) within organizations, recognizing the transformative potential of data utilization for efficiency, opportunities, and productivity. The study delves into the influence of DG on DDC, emphasizing the mediating effect of data literacy (DL).Design/methodology/approachThe study empirically assesses 125 experienced managers in Indonesian public service sector organizations using a quantitative approach. Structural Equation Modeling (SEM) analysis was chosen to examine the impact of DG on DDC and the mediating effects of DL on this relationship.FindingsThe findings highlight that both DG and DL serve as antecedents to DDC, with DL identified as a crucial mediator, explaining a significant portion of the effects between DG and DDC.Research limitations/implicationsBeyond unveiling these relationships, the study discusses practical implications for organizational leaders and managers, emphasizing the need for effective policies and strategies in data-driven decision-making.Originality/valueThis research fills an important research gap by introducing an original model and providing empirical evidence on the dynamic interplay between DG, DL, and DDC, contributing to the evolving landscape of data-driven organizational cultures.
引用
收藏
页码:1823 / 1845
页数:23
相关论文
共 117 条
[1]  
Abbady MA, 2019, DECISION SCI LETT, P429, DOI [10.5267/j.dsl.2019.5.003, https://doi.org/10.5267/j.dsl.2019.5.003, DOI 10.5267/J.DSL.2019.5.003]
[2]   Data governance: A conceptual framework, structured review, and research agenda [J].
Abraham, Rene ;
Schneider, Johannes ;
vom Brocke, Jan .
INTERNATIONAL JOURNAL OF INFORMATION MANAGEMENT, 2019, 49 :424-438
[3]  
Al-Afeef MAM, 2023, International Journal of Data and Network Science, V7, P1283, DOI [10.5267/j.ijdns.2023.4.010, 10.5267/j.ijdns, DOI 10.5267/J]
[4]   A systematic literature review of data governance and cloud data governance [J].
Al-Ruithe, Majid ;
Benkhelifa, Elhadj ;
Hameed, Khawar .
PERSONAL AND UBIQUITOUS COMPUTING, 2019, 23 (5-6) :839-859
[5]  
Amaresan S., 2023, Data governance (DG): a straightforward guide
[6]   STRATEGIC ASSETS AND ORGANIZATIONAL RENT [J].
AMIT, R ;
SCHOEMAKER, PJH .
STRATEGIC MANAGEMENT JOURNAL, 1993, 14 (01) :33-46
[7]  
Anderson C., 2015, Creating a data-driven organization
[8]  
[Anonymous], 2019, The Digital Economy in Southeast Asia: Strengthening the Foundations for Future Growth
[9]   Impact of business analytics and enterprise systems on managerial accounting [J].
Appelbaum, Deniz ;
Kogan, Alexander ;
Vasarhelyi, Miklos ;
Yan, Zhaokai .
INTERNATIONAL JOURNAL OF ACCOUNTING INFORMATION SYSTEMS, 2017, 25 :29-44
[10]   ESTIMATING NONRESPONSE BIAS IN MAIL SURVEYS [J].
ARMSTRONG, JS ;
OVERTON, TS .
JOURNAL OF MARKETING RESEARCH, 1977, 14 (03) :396-402