The Assessment of Big Data Adoption Readiness with a Technology-Organization-Environment Framework: A Perspective towards Healthcare Employees

被引:45
作者
Ghaleb, Ebrahim A. A. [1 ]
Dominic, P. D. D. [1 ]
Fati, Suliman Mohamed [2 ]
Muneer, Amgad [1 ]
Ali, Rao Faizan [1 ]
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
关键词
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.
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页数:33
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