Enhancing organizational sustainable innovation performance through organizational readiness for big data analytics
被引:3
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Arshad, Muhammad
[1
]
Qadir, Aneela
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Guangzhou Huashang Coll, Sch Digital Econ & Trade, Guangzhou 511300, Peoples R ChinaYunnan Univ Finance & Econ, Business Sch, Kunming 650221, Peoples R China
Qadir, Aneela
[2
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Ahmad, Waqar
[3
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Rafique, Muhammad
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Xian Jiaotong Univ Xian, Sch Publ Policy & Adm, Xian 710049, Peoples R ChinaYunnan Univ Finance & Econ, Business Sch, Kunming 650221, Peoples R China
Rafique, Muhammad
[4
]
机构:
[1] Yunnan Univ Finance & Econ, Business Sch, Kunming 650221, Peoples R China
[2] Guangzhou Huashang Coll, Sch Digital Econ & Trade, Guangzhou 511300, Peoples R China
[3] Univ Cent Punjab, Lahore, Pakistan
[4] Xian Jiaotong Univ Xian, Sch Publ Policy & Adm, Xian 710049, Peoples R China
GREEN INNOVATION;
EMPIRICAL-TEST;
MANAGEMENT;
TECHNOLOGY;
CHALLENGES;
D O I:
10.1057/s41599-024-03424-4
中图分类号:
C [社会科学总论];
学科分类号:
03 ;
0303 ;
摘要:
Organizations must employ big data analytics to maintain sustained innovation in the highly dynamic and evolving business landscape. Even though BDA has a transformative power to revolutionize how businesses do things and engage with their customers' adopting BDA has faced significant challenges, especially in developing countries. This research aims to create a theoretical framework to understand how organizational readiness for BDA can influence sustainable innovation performance. Sampling errors were mitigated through a time-lagged study design, and the data was collected in three phases. The test results using Partial Least Squares Structural Equation Modeling show that organizational readiness is a critical mediator, establishing a robust chain between BDA skills and sustainable innovation performance. The results of this study imply the need for organizational foundation and alignment, which are critical to the compelling strategic deployment of BDA for sustainability innovation performance. Thus, this study can offer a valuable contribution to this topic in the future and a profound implication of the phenomenon at receptive stages.
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Univ Putra Malaysia UPM, Fac Comp Sci & Informat Technol, Serdang, Selangor, MalaysiaUniv Putra Malaysia UPM, Fac Comp Sci & Informat Technol, Serdang, Selangor, Malaysia
Nasir, Wan Mohd Haffiz Mohd
Abdullah, Rusli
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Univ Putra Malaysia UPM, Fac Comp Sci & Informat Technol, Serdang, Selangor, MalaysiaUniv Putra Malaysia UPM, Fac Comp Sci & Informat Technol, Serdang, Selangor, Malaysia
Abdullah, Rusli
Jusoh, Yusmadi Yah
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Univ Putra Malaysia UPM, Fac Comp Sci & Informat Technol, Serdang, Selangor, MalaysiaUniv Putra Malaysia UPM, Fac Comp Sci & Informat Technol, Serdang, Selangor, Malaysia
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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.
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.
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.
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
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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
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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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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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
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Univ Massachusetts, Charlton Coll Business, N Dartmouth, MA 02747 USAUniv Massachusetts, Charlton Coll Business, N Dartmouth, MA 02747 USA
Gunasekaran, Angappa
Papadopoulos, Thanos
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Univ Kent Sail & Colour Loft, Kent Business Sch, Chatham ME4 4TE, Kent, EnglandUniv Massachusetts, Charlton Coll Business, N Dartmouth, MA 02747 USA
Papadopoulos, Thanos
Dubey, Rameshwar
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Constituent Symbiosis Int Univ, Symbiosis Inst Operat Management, CIDCONew, Plot A-23,Shravan Sect, Nasik 422008, IndiaUniv Massachusetts, Charlton Coll Business, N Dartmouth, MA 02747 USA
Dubey, Rameshwar
Wamba, Samuel Fosso
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Toulouse Business Sch, Toulouse, FranceUniv Massachusetts, Charlton Coll Business, N Dartmouth, MA 02747 USA
Wamba, Samuel Fosso
Childe, Stephen J.
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Univ Plymouth, Plymouth Business Sch, Plymouth PLA 8AA, Devon, EnglandUniv Massachusetts, Charlton Coll Business, N Dartmouth, MA 02747 USA
Childe, Stephen J.
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Hazen, Benjamin
Akter, Shahriar
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Univ Wollongong, Sch Management Operat & Mkt, Wollongong, NSW 2522, AustraliaUniv Massachusetts, Charlton Coll Business, N Dartmouth, MA 02747 USA
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King Saud Univ, Coll Business Adm, Dept Management, POB 71115, Riyadh 11587, Saudi ArabiaKing Saud Univ, Coll Business Adm, Dept Management, POB 71115, Riyadh 11587, Saudi Arabia
Binsaeed, Rima H.
Grigorescu, Adriana
论文数: 0引用数: 0
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Natl Univ Polit Studies & Publ Adm, Fac Publ Adm, Dept Publ Management, Expozitiei Blvd 30A, Bucharest 012104, Romania
Acad Romanian Scientists, Ilfov St 3, Bucharest 050094, RomaniaKing Saud Univ, Coll Business Adm, Dept Management, POB 71115, Riyadh 11587, Saudi Arabia
Grigorescu, Adriana
Yousaf, Zahid
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Govt Coll Management Sci, Higher Educ Dept, Mansehra 21300, PakistanKing Saud Univ, Coll Business Adm, Dept Management, POB 71115, Riyadh 11587, Saudi Arabia
Yousaf, Zahid
Condrea, Elena
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Ovidius Univ Constanta, Fac Econ Sci, Dept Econ, Mamaia Blvd 124, Constanta 900527, RomaniaKing Saud Univ, Coll Business Adm, Dept Management, POB 71115, Riyadh 11587, Saudi Arabia
Condrea, Elena
Nassani, Abdelmohsen A.
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King Saud Univ, Coll Business Adm, Dept Management, POB 71115, Riyadh 11587, Saudi ArabiaKing Saud Univ, Coll Business Adm, Dept Management, POB 71115, Riyadh 11587, Saudi Arabia