Kawther Mousa, Zenglian Zhang, Eli Sumarliah, Ihab K. A. Hamdan
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引用次数: 0
Abstract
This study seeks to identify the driving factors of cloud computing adoption (CCA) among SMEs, and examines the extent to which CCA shape SME performance. Data was gathered from 212 Halal SMEs in Palestine. This study uses a two-phase investigative method to test the research model through integrating structural equation modeling (SEM) and machine learning. SEM findings show that perceived benefit, facilitating states, server location, perceived cost, upper management support, perceived quality, and cloud providers' support significantly affect CCA. Besides, the article verifies that CCA positively shapes SMEs' performance. Machine learning findings unravel perceived benefit as the strongest determinant of CCA. This study is an initial attempt to develop a conceptual framework that hypothesizes the links between technological-organizational-environmental (TOE) factors and SMEs' intent for CCA in Palestine and provides empirical evidence regarding these links.
本研究旨在确定中小企业采用云计算(CCA)的驱动因素,并探讨 CCA 对中小企业绩效的影响程度。数据收集自巴勒斯坦的 212 家清真中小企业。本研究采用两阶段调查法,通过整合结构方程建模(SEM)和机器学习来检验研究模型。SEM 结果表明,感知收益、促进状态、服务器位置、感知成本、上层管理支持、感知质量和云提供商支持对 CCA 有显著影响。此外,文章还验证了 CCA 对中小企业绩效的积极影响。机器学习的研究结果揭示了感知收益是 CCA 的最强决定因素。本研究首次尝试建立一个概念框架,假设技术-组织-环境(TOE)因素与巴勒斯坦中小企业的 CCA 意向之间存在联系,并提供了有关这些联系的实证证据。