非洲的生产力悖论:数字化能否提高非洲经济体的劳动生产率?

IF 4 3区 经济学 Q1 ECONOMICS Journal of the Knowledge Economy Pub Date : 2024-07-24 DOI:10.1007/s13132-024-02200-8
Mehmet Karacuka, Godwin Myovella, Justus Haucap
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引用次数: 0

摘要

信息与通信技术(ICT)的进步和数字化如何影响劳动生产率,一直是争论的主题。虽然部分文献发现了预期的积极影响,但其他研究却没有发现任何影响,这就是所谓的生产率悖论。由于大多数研究都集中在经济发达的经济体,如经合组织国家,因此欠发达经济体的证据并不多。我们使用一个由 40 个撒哈拉以南非洲(SSA)经济体组成的平衡面板中的数字化综合指数,利用 2006 年至 2021 年的数据,来评估数字化对撒哈拉以南非洲经济体总体劳动生产率的影响。我们采用广义最小二乘法(GLS)和系统广义矩方法(GMM)来捕捉数字化对农业、制造业和服务业劳动生产率水平的影响。我们的研究结果表明,数字化与整体劳动生产率之间的关联较弱。然而,如果对各部门进行单独分析,数字化对农业和制造业部门的劳动生产率有积极影响,而我们发现了服务业部门生产率悖论的证据,数字化甚至对劳动生产率有负面影响。
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Productivity Paradox in Africa: Does Digitalization Foster Labor Productivity in African Economies?

How the advancement of information and communications technologies (ICT) and digitalization affect labor productivity is subject of an ongoing debate. While parts of the literature find the expected positive effects, other studies have found no effect, resulting in the so-called productiviy paradox. As most of the studies have focused on economically advanced economies such as OECD countries, evidence for less developed economies has been sparse. We use a digitalization composite index from a balanced panel of 40 Sub-Saharan African (SSA) economies, using data from 2006 to 2021, to assess the effect of digitalization on aggregate labor productivity in SSA economies. We employ generalized least squares (GLS) and system generalized methods of moments (GMM) methods to capture the effects of digitalization on labor productivity levels in agriculture, manufacturing, and service sectors. Our results show a weak association between digitalization and overall labor productivity. However, when sectors are analyzed separately, digitalization has a positive effect on labor productivity in agriculture and manufacturing sectors, whereas we find evidence for the productivity paradox in the service sector, with even a negative effect of digitalization on labor productivity.

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来源期刊
CiteScore
5.90
自引率
27.30%
发文量
228
期刊介绍: In the context of rapid globalization and technological capacity, the world’s economies today are driven increasingly by knowledge—the expertise, skills, experience, education, understanding, awareness, perception, and other qualities required to communicate, interpret, and analyze information. New wealth is created by the application of knowledge to improve productivity—and to create new products, services, systems, and process (i.e., to innovate). The Journal of the Knowledge Economy focuses on the dynamics of the knowledge-based economy, with an emphasis on the role of knowledge creation, diffusion, and application across three economic levels: (1) the systemic ''meta'' or ''macro''-level, (2) the organizational ''meso''-level, and (3) the individual ''micro''-level. The journal incorporates insights from the fields of economics, management, law, sociology, anthropology, psychology, and political science to shed new light on the evolving role of knowledge, with a particular emphasis on how innovation can be leveraged to provide solutions to complex problems and issues, including global crises in environmental sustainability, education, and economic development. Articles emphasize empirical studies, underscoring a comparative approach, and, to a lesser extent, case studies and theoretical articles. The journal balances practice/application and theory/concepts.
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