Toward the role of organizational culture in data-driven digital transformation

被引:15
作者
Ghafoori, Arman [1 ]
Gupta, Manjul [1 ]
Merhi, Mohammad I. [2 ]
Gupta, Samrat [3 ]
Shore, Adam P. [4 ]
机构
[1] Florida Int Univ, Informat Syst & Business Analyt, 11200 SW 8th St,RB 209 A, Miami, FL 33199 USA
[2] Indiana Univ, Judd Leighton Sch Business & Econ, Dept Decis Sci, South Bend, IN USA
[3] Indian Inst Management Ahmedabad, Informat Syst Area, Ahmadabad, India
[4] Liverpool Business Sch, Redmonds Bldg,Brownlow Hill, Liverpool L3 5UG, England
关键词
Data -driven digital transformation; Organizational culture; Operational performance; Hofstede; Competing values model; Manufacturing culture; Data analytics; BIG DATA ANALYTICS; DYNAMIC CAPABILITIES; VALUE CREATION; OPERATIONAL PERFORMANCE; MANAGEMENT; IMPACT; TECHNOLOGIES; UNPACKING; BARRIERS; MODEL;
D O I
10.1016/j.ijpe.2024.109205
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Data-driven digital transformation is increasingly recognized as a crucial element of unlocking new business value, leveraging data-driven approaches in organizational business strategies and operations. Concurrently, organizational culture emerges as a critical factor in the organizational transformation process and success. However, current literature offers sparse insights into how organizational culture affects data-driven digital transformation. To gain deeper insights, this study leverages two complementary organizational culture frameworks to examine their relationship with data-driven digital transformation. Moreover, we investigate the link between data-driven digital transformation and operational performance in a manufacturing context. Utilizing data from 317 surveys, our findings show that organizational culture significantly affects data-driven digital transformation, which consequently impacts operational performance. This study advances understanding of the critical role of organizational culture in facilitating data-driven digital transformation, addressing a previously underexplored area in Operations and Supply Chain Management literature. By employing a dualframework approach, it provides a more nuanced comprehension of organizational culture's impact on datadriven digital transformation while clarifying the complex relationship between digital transformation and operational performance within the manufacturing sector. Our study also delivers significant practical contributions, guiding organizations in effectively implementing and benefiting from data-driven digital transformation initiatives.
引用
收藏
页数:14
相关论文
共 148 条
  • [1] The Digital Transformation of Healthcare: Current Status and the Road Ahead
    Agarwal, Ritu
    Gao, Guodong
    DesRoches, Catherine
    Jha, Ashish K.
    [J]. INFORMATION SYSTEMS RESEARCH, 2010, 21 (04) : 796 - 809
  • [2] Addressing barriers to big data
    Alharthi, Abdulkhaliq
    Krotov, Vlad
    Bowman, Michael
    [J]. BUSINESS HORIZONS, 2017, 60 (03) : 285 - 292
  • [3] Agility and resilience as antecedents of supply chain performance under moderating effects of organizational culture within the humanitarian setting: a dynamic capability view
    Altay, Nezih
    Gunasekaran, Angappa
    Dubey, Rameshwar
    Childe, Stephen J.
    [J]. PRODUCTION PLANNING & CONTROL, 2018, 29 (14) : 1158 - 1174
  • [4] Value creation in e-business
    Amit, R
    Zott, C
    [J]. STRATEGIC MANAGEMENT JOURNAL, 2001, 22 (6-7) : 493 - 520
  • [5] [Anonymous], 2022, Spending on digital transformation technologies and services worldwide from 2017 to 2025
  • [6] Digital transformation in project-based manufacturing: Developing the ISA-95 model for vertical integration
    Apiliogullari, Lutfi
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2022, 245
  • [7] Data-driven digital transformation and the implications for antifragility in the humanitarian supply chain
    Bag, Surajit
    Rahman, Muhammad Sabbir
    Srivastava, Gautam
    Giannakis, Mihalis
    Foropon, Cyril
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2023, 266
  • [8] The role of big data and predictive analytics in developing a resilient supply chain network in the South African mining industry against extreme weather events
    Bag, Surajit
    Rahman, Muhammad Sabbir
    Srivastava, Gautam
    Chan, Hau-Ling
    Bryde, David J.
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2022, 251
  • [9] Adoption paths of digital transformation in manufacturing SME
    Battistoni, Elisa
    Gitto, Simone
    Murgia, Gianluca
    Campisi, Domenico
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2023, 255
  • [10] A causal analysis of the impact of information systems and supply chain management practices on operational performance: Evidence from manufacturing SMEs in Turkey
    Bayraktar, Erkan
    Demirbag, Mehmet
    Koh, S. C. Lenny
    Tatoglu, Ekrem
    Zaim, Halil
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2009, 122 (01) : 133 - 149