观察后视镜:人工智能投资、劳动力市场状况和企业增长的证据

Ishmael Tingbani, Samuel Salia, Christopher A. Hartwell, Alhassan Yahaya
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摘要

本文提供了人工智能投资对企业增长的影响以及这种关系如何对劳动力市场条件敏感的证据。我们使用广义矩量法(GMM)对 1996-2016 年间 1950 家独特的美国企业进行了估计,结果表明,人工智能投资每增加 10%,企业增长就会增加 0.04%。然而,这一结果对劳动力市场条件高度敏感,因为劳动生产率会对企业增长产生积极影响,但劳动力成本和劳动力份额会对企业增长产生消极影响。这些结果为我们提供了新颖的见解,揭示了人工智能投资可能对企业增长起中介作用的一个重要渠道。
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Looking in the rear-view mirror: Evidence from artificial intelligence investment, labour market conditions and firm growth
This paper presents evidence of the impact of AI investment on firm growth and how the relationship is sensitive to labour market conditions. Using the generalized method of moments (GMM) estimation on 1950 unique American firms over 1996–2016, we show that a 10% increase in AI investment leads to an increase in firm growth by 0.04%. However, this result is highly sensitive to labour market conditions, as labour productivity can positively impact firm growth, but labour cost and labour share negatively influence firm growth. These results offer original insights into an essential channel via which investment in AI may mediate firm growth.
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