Indirect Strategic Value of Big Data Analytics Capability: A Multidimensional Innovation Perspective

被引:0
作者
Pathak, Sunil [1 ]
Krishnaswamy, Venkataraghavan [1 ]
Sharma, Mayank [1 ]
机构
[1] Indian Inst Management Kashipur, Kashipur 244713, Uttarakhand, India
来源
PACIFIC ASIA CONFERENCE ON INFORMATION SYSTEMS - PACIS 2021 | 2021年
关键词
Big Data Analytics Capability; Big Data Strategic Value; Product Innovation; Process Innovation; Business Model Innovation; Dynamic Capabilities; DYNAMIC CAPABILITIES; FIRM PERFORMANCE; BUSINESS INTELLIGENCE; MODEL; PRODUCT;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Despite the phenomenal growth of Big Data Analytics in the last few years, little research is done to explicate the relationship between Big Data Analytics Capability (BDAC) and indirect strategic value derived from such digital capabilities. We attempt to address this gap by proposing a conceptual model of the BDAC - Innovation relationship using dynamic capability theory. The work expands on BDAC business value research and extends the nominal research done on BDAC - innovation. We focus on BDAC's relationship with different innovation objects, namely product, business process, and business model innovation, impacting all value chain activities. The insights gained will stimulate academic and practitioner interest in explicating strategic value generated from BDAC and serve as a framework for future research on the subject.
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页数:8
相关论文
共 46 条
[21]   Big data and predictive analytics for supply chain and organizational performance [J].
Gunasekaran, Angappa ;
Papadopoulos, Thanos ;
Dubey, Rameshwar ;
Wamba, Samuel Fosso ;
Childe, Stephen J. ;
Hazen, Benjamin ;
Akter, Shahriar .
JOURNAL OF BUSINESS RESEARCH, 2017, 70 :308-317
[22]   Toward the development of a big data analytics capability [J].
Gupta, Manjul ;
George, Joey F. .
INFORMATION & MANAGEMENT, 2016, 53 (08) :1049-1064
[23]   Understanding dynamic capabilities: progress along a developmental path [J].
Helfat, Constance E. ;
Peteraf, Margaret A. .
STRATEGIC ORGANIZATION, 2009, 7 (01) :91-102
[24]  
IDC, 2018, DataAge 2025-the Digitization of the World | Seagate Canada
[25]  
Kiron D., 2014, MIT Sloan Management Review
[26]  
Kotabe M., 1993, Journal of International Marketing, V1, P26
[27]   Platform ecosystems as meta-organizations: Implications for platform strategies [J].
Kretschmer, Tobias ;
Leiponen, Aija ;
Schilling, Melissa ;
Vasudeva, Gurneeta .
STRATEGIC MANAGEMENT JOURNAL, 2022, 43 (03) :405-424
[28]   Big data dreams: A framework for corporate strategy [J].
Mazzei, Matthew J. ;
Noble, David .
BUSINESS HORIZONS, 2017, 60 (03) :405-414
[29]  
Mikalef P., 2019, Information & Management
[30]   Big Data Analytics Capabilities and Innovation: The Mediating Role of Dynamic Capabilities and Moderating Effect of the Environment [J].
Mikalef, Patrick ;
Boura, Maria ;
Lekakos, George ;
Krogstie, John .
BRITISH JOURNAL OF MANAGEMENT, 2019, 30 (02) :272-298