The Assessment of Big Data Adoption Readiness with a Technology-Organization-Environment Framework: A Perspective towards Healthcare Employees
被引:25
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作者:
Ghaleb, Ebrahim A. A.
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机构:
Univ Teknol Petronas, Dept Comp & Informat Sci, Seri Iskandar 32160, Perak, MalaysiaUniv Teknol Petronas, Dept Comp & Informat Sci, Seri Iskandar 32160, Perak, Malaysia
Ghaleb, Ebrahim A. A.
[1
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Dominic, P. D. D.
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Univ Teknol Petronas, Dept Comp & Informat Sci, Seri Iskandar 32160, Perak, MalaysiaUniv Teknol Petronas, Dept Comp & Informat Sci, Seri Iskandar 32160, Perak, Malaysia
Dominic, P. D. D.
[1
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Fati, Suliman Mohamed
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机构:
Prince Sultan Univ, Coll Comp & Informat Sci, Informat Syst Dept, Riyadh 11586, Saudi ArabiaUniv Teknol Petronas, Dept Comp & Informat Sci, Seri Iskandar 32160, Perak, Malaysia
Fati, Suliman Mohamed
[2
]
Muneer, Amgad
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Univ Teknol Petronas, Dept Comp & Informat Sci, Seri Iskandar 32160, Perak, MalaysiaUniv Teknol Petronas, Dept Comp & Informat Sci, Seri Iskandar 32160, Perak, Malaysia
Muneer, Amgad
[1
]
Ali, Rao Faizan
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Univ Teknol Petronas, Dept Comp & Informat Sci, Seri Iskandar 32160, Perak, MalaysiaUniv Teknol Petronas, Dept Comp & Informat Sci, Seri Iskandar 32160, Perak, Malaysia
Ali, Rao Faizan
[1
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机构:
[1] Univ Teknol Petronas, Dept Comp & Informat Sci, Seri Iskandar 32160, Perak, Malaysia
[2] Prince Sultan Univ, Coll Comp & Informat Sci, Informat Syst Dept, Riyadh 11586, Saudi Arabia
emerging technologies;
big data;
technology adoption;
healthcare;
healthcare transformation;
TOE and TRI theories;
CLOUD COMPUTING ADOPTION;
SUPPLY CHAIN MANAGEMENT;
DATA ANALYTICS;
FIRM PERFORMANCE;
INFORMATION-TECHNOLOGY;
DIGITAL TRANSFORMATION;
COMMERCE ADOPTION;
PLS-SEM;
DETERMINANTS;
SMES;
D O I:
10.3390/su13158379
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
Big data is rapidly being seen as a new frontier for improving organizational performance. However, it is still in its early phases of implementation in developing countries' healthcare organizations. As data-driven insights become critical competitive advantages, it is critical to ascertain which elements influence an organization's decision to adopt big data. The aim of this study is to propose and empirically test a theoretical framework based on technology-organization-environment (TOE) factors to identify the level of readiness of big data adoption in developing countries' healthcare organizations. The framework empirically tested 302 Malaysian healthcare employees. The structural equation modeling was used to analyze the collected data. The results of the study demonstrated that technology, organization, and environment factors can significantly contribute towards big data adoption in healthcare organizations. However, the complexity of technology factors has shown less support for the notion. For technology practitioners, this study showed how to enhance big data adoption in healthcare organizations through TOE factors.
机构:
King Saud bin Abdulaziz Univ Hlth Sci, Coll Publ Hlth & Hlth Informat, Riyadh, Saudi ArabiaKing Saud bin Abdulaziz Univ Hlth Sci, Coll Publ Hlth & Hlth Informat, Riyadh, Saudi Arabia
Al Hadwer, Ali
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Tavana, Madjid
Gillis, Dan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Guelph, Sch Comp Sci, Guelph, ON, CanadaKing Saud bin Abdulaziz Univ Hlth Sci, Coll Publ Hlth & Hlth Informat, Riyadh, Saudi Arabia
Gillis, Dan
Rezania, Davar
论文数: 0引用数: 0
h-index: 0
机构:
Univ Guelph, Coll Business & Econ, Guelph, ON, CanadaKing Saud bin Abdulaziz Univ Hlth Sci, Coll Publ Hlth & Hlth Informat, Riyadh, Saudi Arabia
机构:
Univ Teknol PETRONAS, Dept Comp & Informat Sci, Seri Iskandar 32160, MalaysiaUniv Teknol PETRONAS, Dept Comp & Informat Sci, Seri Iskandar 32160, Malaysia
Ghaleb, Ebrahim A. A.
Dominic, P. D. D.
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机构:
Univ Teknol PETRONAS, Dept Comp & Informat Sci, Seri Iskandar 32160, MalaysiaUniv Teknol PETRONAS, Dept Comp & Informat Sci, Seri Iskandar 32160, Malaysia
Dominic, P. D. D.
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Singh, Narinderjit Singh Sawaran
Naji, Gehad Mohammed Ahmed
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机构:
Univ Teknol PETRONAS, Dept Management & Humanities, Seri Iskandar 32610, MalaysiaUniv Teknol PETRONAS, Dept Comp & Informat Sci, Seri Iskandar 32160, Malaysia
机构:
Fujian Agr & Forestry Univ, Anxi Coll Tea Sci, Shangxiadian St 15, Fuzhou 350002, Peoples R ChinaFujian Agr & Forestry Univ, Anxi Coll Tea Sci, Shangxiadian St 15, Fuzhou 350002, Peoples R China
Zeng, Haimei
Wang, Chao
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机构:
South China Univ Technol, Dept Tourism Management, Waihuan East Rd 382, Guangzhou 511442, Guangdong, Peoples R ChinaFujian Agr & Forestry Univ, Anxi Coll Tea Sci, Shangxiadian St 15, Fuzhou 350002, Peoples R China
Wang, Chao
Chen, Jianhong
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机构:
Fujian Agr & Forestry Univ, Coll Rural Revitalizat, Shangxiadian St 15, Fuzhou 350002, Peoples R ChinaFujian Agr & Forestry Univ, Anxi Coll Tea Sci, Shangxiadian St 15, Fuzhou 350002, Peoples R China
Chen, Jianhong
Tang, Decong
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机构:
Fujian Agr & Forestry Univ, Coll Econ & Management, Shangxiadian St 15, Fuzhou 350025, Peoples R ChinaFujian Agr & Forestry Univ, Anxi Coll Tea Sci, Shangxiadian St 15, Fuzhou 350002, Peoples R China
Tang, Decong
Xu, Anxin
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机构:
Minjiang Univ, Sch Journalism & Commun, Xiyuangong Rd 200, Fuzhou 350108, Peoples R ChinaFujian Agr & Forestry Univ, Anxi Coll Tea Sci, Shangxiadian St 15, Fuzhou 350002, Peoples R China
机构:
Univ South Bohemia, Fac Econ, Dept Appl Math & Informat, Ceske Budejovice, Czech RepublicUniv South Bohemia, Fac Econ, Dept Appl Math & Informat, Ceske Budejovice, Czech Republic