Impacts of firm's GVC participation on productivity: A case of Japanese firms

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2022-12-01 DOI:10.1016/j.jjie.2022.101232
Shujiro Urata , Youngmin Baek
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Abstract

This article examined the effect of participation in global value chains (GVCs) on productivity for Japanese manufacturing firms by using firm-level data obtained from the Basic Survey of Japanese Business Structure and Activities [Kigyo Katsudo Kihon Chosa], Ministry of Economy, Trade and Industry. We define a firm engaged in both importing and exporting as a GVC firm. Our analysis is conducted for the period 1994–2018, and it covers approximately 10,000 firms for each year with some variations during the period. We combine the Propensity Score Matching (PSM) and Difference in Differences (DID) estimation methods, in order to examine the impact of a shift from non-GVC firm to GVC firm, or participation in GVC by a non-GVC firm, on its productivity. To test the importance of experiences in GVC participation on productivity (learning effect), we estimated the impact not only for the first year of GVC participation but also for subsequent five years. Our analysis showed the impact of GVC participation on productivity is positive for our 110 estimations with few exceptions, and the estimated coefficients are statistically significant for approximately 35 percent of the cases. These findings indicate that the impact of GVC participation on productivity for Japanese manufacturing firms is generally positive, but the impact is not very strong. We also found that the magnitude of positive coefficient increased over time, indicating that it takes GVC participating firms time and experiences to assimilate new technology and management know-how they acquired through GVC participation.

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企业参与全球价值链对生产率的影响——以日本企业为例
本文通过使用日本经济产业省《日本商业结构和活动基本调查》(Kigyo Katsudo Kihon Chosa)中获得的企业层面数据,研究了参与全球价值链(GVCs)对日本制造业企业生产率的影响。我们将既从事进口又从事出口的公司定义为全球价值链公司。我们的分析是在1994-2018年期间进行的,它涵盖了每年大约10,000家公司,在此期间会有一些变化。我们结合了倾向得分匹配(PSM)和差异中的差异(DID)估计方法,以检验从非全球价值链企业向全球价值链企业的转变,或非全球价值链企业参与全球价值链对其生产率的影响。为了检验参与全球价值链的经验对生产力的重要性(学习效应),我们不仅估计了参与全球价值链第一年的影响,还估计了随后五年的影响。我们的分析表明,全球价值链参与对生产力的影响在我们的110个估计中是积极的,除了少数例外,估计系数在大约35%的情况下具有统计显著性。这些研究结果表明,参与全球价值链对日本制造业企业生产率的影响总体上是积极的,但影响不是很强。我们还发现,正系数的大小随着时间的推移而增加,这表明参与全球价值链的企业需要时间和经验来吸收通过参与全球价值链获得的新技术和管理知识。
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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