云计算集成的决定因素及其对中小企业可持续绩效的影响:使用SEM-ANN方法进行实证调查
Mohammed A Al-Sharafi1, Mohammad Iranmanesh2, Mostafa Al-Emran3,4
1Institute of Informatics and Computing in Energy, Universiti Tenaga Nasional, Putrajaya Campus, Kajang 43000, Selangor, Malaysia.
Heliyon
|May 30, 2023
概括
通过集成云计算,中小企业 (SMEs) 可以提高财务,环境和社会绩效. 复杂性和成本降低是影响这种整合的关键因素,以及政府支持和兼容性.
科学领域:
- 商业和管理的管理和管理.
- 信息系统信息系统信息系统
- 可持续性研究 可持续性研究
背景情况:
- 现有的研究广泛涵盖了云计算的采用,但缺乏对其在组织层面对可持续发展的影响的深度.
- 可持续的业绩,包括环境,金融和社会方面,对中小企业 (SMEs) 至关重要.
研究的目的:
- 确定影响中小企业云计算集成的因素.
- 评估云计算集成对中小企业环境,财务和社会绩效的影响.
主要方法:
- 从415个中小企业收集的数据.
- 分析采用混合结构方程建模-人工神经网络 (SEM-ANN) 方法.
- 使用了部分最小平方结构方程建模 (PLS-SEM) 和人工神经网络 (ANN).
主要成果:
- PLS-SEM确定了相对优势,复杂性,兼容性,最高管理层支持,成本降低和政府支持作为云计算集成的重要驱动因素.
- 云计算集成对中小企业的财务,环境和社会绩效产生了积极的影响.
- 据ANN分析,复杂性 (89.14%的正常化重要性) 是最关键的因素,其次是降低成本 (82.67%) 和政府支持 (73.37%).
结论:
- 云计算集成是中小企业实现增强可持续性绩效的可行策略.
- 解决复杂性和利用成本降低,政府支持和兼容性对于中小企业成功采用云计算至关重要.
- 调查结果为决策者,中小企业经理和云服务提供商提供实用见解,以促进可持续的云集成.
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