Digital infrastructure and innovation in Africa: Does human capital mediates the effect?

IF 7.6 2区 管理学 Q1 INFORMATION SCIENCE & LIBRARY SCIENCE Telematics and Informatics Pub Date : 2024-02-23 DOI:10.1016/j.tele.2024.102111
Dennis Boahene Osei
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Abstract

While both theory and empirical evidence have established the critical role of digital infrastructure in promoting innovation, there needs to be more understanding of factors mediating this nexus, especially from the African context, which is understudied. This paper argues that digital infrastructure spurs innovation, but the overall effect depends on countries’ level of human capital. Relying on data from 28 African countries spanning 2011–2019 and the system Generalized Method of Moment (GMM) estimator, this study departs from the extant literature by examining the synergistic effect of digital infrastructure and human capital on innovation while placing much emphasis on the multidimensional measurement approach of digital infrastructure. The results show a positive relationship between digital infrastructure and innovation in Africa. Furthermore, the interactive effect of digital infrastructure and human capital is significantly related to innovation, implying that digital infrastructure can indirectly enhance innovation through human capital accumulation. To promote innovation, the study recommends that policies that improve digital infrastructure should be pursued simultaneously with policies that enhance human capital.

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非洲的数字基础设施和创新:人力资本是否起中介作用?
虽然理论和经验证据都证明了数字基础设施在促进创新方面的关键作用,但我们需要更多地了解促成这一关系的因素,尤其是对非洲的研究不足。本文认为,数字基础设施会促进创新,但总体效果取决于各国的人力资本水平。依托 28 个非洲国家 2011-2019 年的数据和系统广义矩法(GMM)估计方法,本研究与现有文献不同,考察了数字基础设施和人力资本对创新的协同效应,同时非常重视数字基础设施的多维测量方法。研究结果表明,非洲的数字基础设施与创新之间存在正相关关系。此外,数字基础设施和人力资本的互动效应与创新有显著关系,这意味着数字基础设施可以通过人力资本积累间接促进创新。为促进创新,研究建议,改善数字基础设施的政策应与提高人力资本的政策同时实施。
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来源期刊
Telematics and Informatics
Telematics and Informatics INFORMATION SCIENCE & LIBRARY SCIENCE-
CiteScore
17.00
自引率
4.70%
发文量
104
审稿时长
24 days
期刊介绍: Telematics and Informatics is an interdisciplinary journal that publishes cutting-edge theoretical and methodological research exploring the social, economic, geographic, political, and cultural impacts of digital technologies. It covers various application areas, such as smart cities, sensors, information fusion, digital society, IoT, cyber-physical technologies, privacy, knowledge management, distributed work, emergency response, mobile communications, health informatics, social media's psychosocial effects, ICT for sustainable development, blockchain, e-commerce, and e-government.
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