Big Data Analytics, Strategic Capabilities, and Innovation Performance: Mediation Approach of Organizational Ambidexterity
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作者:
Alaskar, Thamir H.
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Imam Mohammad Ibn Saud Islamic Univ, Coll Business, Business Adm Dept, Riyadh 31441, Saudi ArabiaImam Mohammad Ibn Saud Islamic Univ, Coll Business, Business Adm Dept, Riyadh 31441, Saudi Arabia
Alaskar, Thamir H.
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Alsadi, Amin K.
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Imam Mohammad Ibn Saud Islamic Univ, Coll Business, Business Adm Dept, Riyadh 31441, Saudi ArabiaImam Mohammad Ibn Saud Islamic Univ, Coll Business, Business Adm Dept, Riyadh 31441, Saudi Arabia
Alsadi, Amin K.
[1
]
Aloulou, Wassim J.
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Imam Mohammad Ibn Saud Islamic Univ, Coll Business, Business Adm Dept, Riyadh 31441, Saudi ArabiaImam Mohammad Ibn Saud Islamic Univ, Coll Business, Business Adm Dept, Riyadh 31441, Saudi Arabia
Aloulou, Wassim J.
[1
]
Ayadi, Faouzi M.
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Imam Mohammad Ibn Saud Islamic Univ, Coll Business, Business Adm Dept, Riyadh 31441, Saudi ArabiaImam Mohammad Ibn Saud Islamic Univ, Coll Business, Business Adm Dept, Riyadh 31441, Saudi Arabia
Ayadi, Faouzi M.
[1
]
机构:
[1] Imam Mohammad Ibn Saud Islamic Univ, Coll Business, Business Adm Dept, Riyadh 31441, Saudi Arabia
big data analytics capabilities;
strategic innovation capability;
organizational ambidexterity;
innovation performance;
Saudi Arabia;
INFORMATION-TECHNOLOGY CAPABILITIES;
FIRM PERFORMANCE;
DYNAMIC CAPABILITIES;
COMPETITIVE ADVANTAGE;
SYSTEMS RESEARCH;
IMPACT;
PERSPECTIVE;
ENTERPRISE;
CHALLENGES;
RESOURCES;
D O I:
10.3390/su16125111
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
Our study explores the critical role played by organizational ambidexterity capabilities in the link between big data analytics, strategic innovation capabilities, and innovation performance. We developed a conceptual framework based on resource-based and dynamic capability views to examine the direct and indirect relationships among main variables. We used a quantitative approach to collect data from 172 Saudi IT and Telecom firms. We then employed structural equation modeling through Smart-PLS to test the study hypotheses. Our findings revealed that big data analytics and strategic innovation capabilities have a significant impact on organizational ambidexterity and then on innovation performance. Ambidexterity capability mediates between big data analytics capabilities and innovation performance and between strategic innovation capabilities and innovation performance. Our study contributes to the literature on big data and innovation. It offers valuable insights into the potential impacts of big data analytics, strategic innovation, and ambidexterity capabilities on innovation performance. It demonstrates how significantly boosting a firm's capabilities for improved firms' innovation performance can potentially enhance performance outcomes (e.g., competitiveness and sustainability). These findings provide managers with meaningful implications regarding the innovation performance that can be achieved by leveraging these important resources and capabilities.
机构:
Department of Business Administration, College of Business and Economics, Qassim University, P.O. Box: 6640, Buraidah
Department of Business Administration, Faculty of Economics and Management of Nabeul, University of Carthage, CarthageDepartment of Business Administration, College of Business and Economics, Qassim University, P.O. Box: 6640, Buraidah
机构:
Univ Tabuk, Fac Business Adm, Dept Management Informat Syst, Tabuk 47512, Saudi ArabiaUniv Tabuk, Fac Business Adm, Dept Management Informat Syst, Tabuk 47512, Saudi Arabia
Aljehani, Sultan Bader
Abdo, Khalid Waleed
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Univ Tabuk, Fac Business Adm, Dept Management Informat Syst, Tabuk 47512, Saudi ArabiaUniv Tabuk, Fac Business Adm, Dept Management Informat Syst, Tabuk 47512, Saudi Arabia
Abdo, Khalid Waleed
Alam, Mohammad Nurul
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机构:
Univ Tabuk, Fac Business Adm, Dept Management, Tabuk 47512, Saudi ArabiaUniv Tabuk, Fac Business Adm, Dept Management Informat Syst, Tabuk 47512, Saudi Arabia
Alam, Mohammad Nurul
Aloufi, Esam Mohammed
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机构:
Univ Tabuk, Fac Business Adm, Dept Management Informat Syst, Tabuk 47512, Saudi ArabiaUniv Tabuk, Fac Business Adm, Dept Management Informat Syst, Tabuk 47512, Saudi Arabia