Determinants of intention to adopt big data and outsourcing among SMEs: organisational and technological factors as moderators

被引:22
|
作者
Iranmanesh, Mohammad [1 ]
Lim, Kok Hong [2 ]
Foroughi, Behzad [3 ]
Hong, Meen Chee [2 ]
Ghobakhloo, Morteza [2 ,4 ]
机构
[1] Edith Cowan Univ, Sch Business & Law, Joondalup, Australia
[2] Univ Sains Malaysia, Grad Sch Business, George Town, Malaysia
[3] I Shou Univ, Dept Int Business Adm, Kaohsiung, Taiwan
[4] Kaunas Univ Technol, Sch Econ & Business, Kaunas, Lithuania
关键词
Big data analytics; Technology adoption; Outsourcing; TOE framework; Competitive advantage; TOP MANAGEMENT SUPPORT; DATA ANALYTICS; VALUE CREATION; FIRM PERFORMANCE; BANKING SERVICES; HEALTH-CARE; E-BUSINESS; E-COMMERCE; DECISION; CLOUD;
D O I
10.1108/MD-08-2021-1059
中图分类号
F [经济];
学科分类号
02 ;
摘要
Purpose Present research aims to study the determinants of big data analytics (BDA) adoption intention and outsourcing in the context of small and medium-sized enterprises (SMEs). Design/methodology/approach The partial least squares approach was employed to analyse data collected from 187 SMEs. Findings The findings indicate that relative advantage, competitive pressure and environmental uncertainty significantly influence SMEs' BDA adoption intention. Top management support moderates the association between the regulatory environment and BDA adoption intention. Furthermore, organisational readiness moderates negatively the association between BDA adoption intention and propensity to outsource BDA. Practical implications The findings benefit SMEs' managers/owners in making well-informed decisions in the BDA adoption process. Originality/value The majority of the previous research on BDA adoption intention is limited to large corporations. To address the gap on determinant factors of BDA adoption intention among SMEs, the drivers of BDA adoption intention and propensity to outsource were investigated using the technology-organisation-environment model.
引用
收藏
页码:201 / 222
页数:22
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