IF 5.9 3区 管理学 Q1 BUSINESS
Lorenzo Ardito, Raffaele Filieri, Elisabetta Raguseo, Claudio Vitari
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引用次数: 0

摘要

目的 传统观念认为,采用人工智能(AI)会对企业绩效产生积极影响,但往往会遇到各种失败的例子。在这种情况下,有关采用人工智能对经济绩效影响的大规模实证证据并不多,尤其是在中小型企业(SMEs)的背景下。借鉴基于资源的观点和数字互补资产文献,我们评估了采用人工智能是否会影响中小企业的收入增长。其次,我们评估了人工智能是否与物联网(IoT)和大数据分析(BDA)相辅相成。我们使用了欧盟委员会在 2020 年提供的关于 11,429 家欧洲中小型企业的企业级数据(Flash Eurobarometer 486)。研究结果在主要研究结果中,我们发现,在不考虑其他因素的情况下,采用人工智能会对中小型企业的收入增长产生积极影响,如果与物联网和 BDA 结合使用,则会更加有利。因此,中小企业管理者应意识到人工智能投资的积极影响,并据此做出决策。同样,政策制定者也应意识到中小企业依赖人工智能的积极影响,因此他们可以制定政策和资助计划,进一步推动中小企业的数字化进程。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Artificial intelligence adoption and revenue growth in European SMEs: synergies with IoT and big data analytics

Purpose

The conventional notion that adopting Artificial Intelligence (AI) positively affects firm performance is often confronted with various examples of failures. In this context, large-scale empirical evidence of the economic performance implications of adopting AI is poor, especially in the context of Small and Medium Sized Enterprises (SMEs). Drawing upon the Resource-Based View and the Digital Complementary Asset literature, we assessed whether the adoption of AI affects SMEs’ revenue growth.

Design/methodology/approach

First, we examine the relationship between the adoption of AI and SMEs’ revenue growth. Second, we assess whether AI complements the Internet of Things (IoT) and Big Data Analytics (BDA). We use firm-level data from the European Commission in 2020 on 11,429 European SMEs (Flash Eurobarometer 486).

Findings

Among the key findings, we found that ceteris paribus, the adoption of AI positively affects SMEs’ revenue growth and, in conjunction with IoT and BDA, appears to be even more beneficial.

Originality/value

Our results suggest that AI fosters SME growth, especially in combination with IoT and BDA. Thus, SME managers should be aware of the positive impacts of investments in AI and make decisions accordingly. Likewise, policymakers are aware of the positive effects of SMEs’ reliance on AI, so they may design policies and funding schemes to push this digitalization of SMEs further.

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来源期刊
Internet Research
Internet Research 工程技术-电信学
CiteScore
11.20
自引率
10.20%
发文量
85
审稿时长
>12 weeks
期刊介绍: This wide-ranging interdisciplinary journal looks at the social, ethical, economic and political implications of the internet. Recent issues have focused on online and mobile gaming, the sharing economy, and the dark side of social media.
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