采用人工智能作为创新和中小企业竞争力的驱动力:一个图书统计和系统审查
Yohannes Yesuf1, Ziska Fields1
1Business Management, University of Johannesburg College of Business and Economics, Auckland Park, Gauteng, South Africa.
F1000Research
|January 1, 2026
概括
人工智能 (AI) 通过创新和改进决策,显著提高了中小企业 (SMEs) 的竞争力. 需要对可持续增长的采用障碍和伦理考虑进行进一步的研究.
科学领域:
- 商业和管理的管理.
- 计算机科学 计算机科学
- 创新研究 研究 创新研究
背景情况:
- 中小企业 (SMEs) 越来越多地采用人工智能 (AI) 来提高竞争力.
- 对人工智能对中小企业的影响的学术兴趣在2020年至2024年之间激增.
- 了解人工智能在中小企业创新和决策中的作用对于经济增长至关重要.
研究的目的:
- 对人工智能对中小企业的影响进行文献计量和系统文献审查 (B-SLR).
- 确定中小企业采用人工智能的研究模式,主题趋势和方法方法.
- 巩固知识并为利益相关者提供影响,在中小企业中利用人工智能.
主要方法:
- 使用PRISMA 2021框架进行文献计量和系统文献审查 (B-SLR).
- 来自Scopus数据库 (2020-2024) 的同行评审研究的分析.
- 研究趋势和主题的定量映射和定性综合.
主要成果:
- 自2020年以来,人工智能对中小企业的研究显著增加.
- 三个主要主题:人工智能驱动的创新 (机器学习,自动化),企业家决策和采用障碍/支持者.
- 确定了方法多样性,发展中经济体和社会伦理AI整合方面的研究差距.
结论:
- 人工智能是中小企业创新,竞争力和战略决策的关键驱动力.
- 解决采用障碍 (组织,基础设施,金融,人力资本) 是成功整合AI的关键.
- 进一步的研究应侧重于各种方法,全球背景和在中小企业中道德地部署人工智能,以实现可持续增长.
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