big data analytics;
business value;
customer satisfaction;
firm performance;
resource-based view;
CUSTOMER SATISFACTION;
BUSINESS VALUE;
SUPPLY CHAIN;
MANAGEMENT;
INFORMATION;
CAPABILITY;
OPERATIONS;
STRATEGY;
PATH;
D O I:
10.1080/00207543.2018.1427900
中图分类号:
T [工业技术];
学科分类号:
08 ;
摘要:
Big data has recently been recognised as one of the most important areas of future technology. It has attracted the attention of many industries, since it has the potential to provide companies with high business value. This paper examines the forms of business value that companies can create from big data analytics investments, the direct impacts it has on the financial performance of a firm, and the mediating effects of market performance and customer satisfaction. Drawing on the resource-based view theory, this study demonstrates that the business value achieved from investments in big data analytics leads to advantages in terms of the financial performance of a firm. The results offer evidence of the existence of a customer satisfaction mediation effect and of the absence of a market performance mediation effect. Theoretical and practical implications are discussed at the end of the paper.
机构:
Univ Washington, 311 Savery Hall,UW Econ Box 353330, Seattle, WA 98195 USA
NBER, Cambridge, MA 02138 USAUniv Washington, 311 Savery Hall,UW Econ Box 353330, Seattle, WA 98195 USA
Bajari, Patrick
Chernozhukov, Victor
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MIT, Dept Econ, 77 Massachusetts Ave, Cambridge, MA 02139 USAUniv Washington, 311 Savery Hall,UW Econ Box 353330, Seattle, WA 98195 USA
Chernozhukov, Victor
Hortacsu, Au
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NBER, Cambridge, MA 02138 USA
Univ Chicago, Dept Econ, 1126 East 59th St, Chicago, IL 60637 USAUniv Washington, 311 Savery Hall,UW Econ Box 353330, Seattle, WA 98195 USA
Hortacsu, Au
Suzuki, Junichi
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Amazon Inc, 345 Boren Ave North, Seattle, WA 98109 USAUniv Washington, 311 Savery Hall,UW Econ Box 353330, Seattle, WA 98195 USA
机构:
Abu Dhabi Univ, Coll Business, Management, Abu Dhabi, U Arab EmiratesAbu Dhabi Univ, Coll Business, Management, Abu Dhabi, U Arab Emirates
Singh, Sanjay Kumar
Del Giudice, Manlio
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机构:
Univ Rome, Fac Int Business Adm, Link Campus, Rome, Italy
Paris Sch Business, Dept Management, Paris, FranceAbu Dhabi Univ, Coll Business, Management, Abu Dhabi, U Arab Emirates
机构:
Univ Teknol Malaysia, Azman Hashim Int Business Sch, Kuala Lumpur 54100, MalaysiaUniv Teknol Malaysia, Azman Hashim Int Business Sch, Kuala Lumpur 54100, Malaysia
Maroufkhani, Parisa
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Wagner, Ralf
Ismail, Wan Khairuzzaman Wan
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机构:
Sulaiman AlRajhi Coll, Sulaiman AlRajhi Sch Business, Al Bukayriyah 51941, Saudi ArabiaUniv Teknol Malaysia, Azman Hashim Int Business Sch, Kuala Lumpur 54100, Malaysia
Ismail, Wan Khairuzzaman Wan
Baroto, Mas Bambang
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Univ Teknol Malaysia, Azman Hashim Int Business Sch, Kuala Lumpur 54100, MalaysiaUniv Teknol Malaysia, Azman Hashim Int Business Sch, Kuala Lumpur 54100, Malaysia
Baroto, Mas Bambang
Nourani, Mohammad
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机构:
Univ Sains Malaysia, Sch Management, George Town 11800, MalaysiaUniv Teknol Malaysia, Azman Hashim Int Business Sch, Kuala Lumpur 54100, Malaysia