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采用新兴技术是否能提高技术效率?来自韩国制造业中小企业的证据。

Does the adoption of emerging technologies improve technical efficiency? Evidence from Korean manufacturing SMEs.

作者信息

Hwang Won-Sik, Kim Ho-Sung

机构信息

Department of Economics, Jeonbuk National University, 567 Baekje-daero, Deokjin-gu, Jeonju-si, Jeollabuk-do 54896 Republic of Korea.

Business Administration Department, Korea Army Academy At Yeong - Cheon (KAAY), 495, Hoguk-ro, Gogyeong-myeon, Yeongcheon-si, Gyeongsangbuk-do 38900 Republic of Korea.

出版信息

Small Bus Econ (Dordr). 2022;59(2):627-643. doi: 10.1007/s11187-021-00554-w. Epub 2021 Oct 7.

Abstract

Despite the proliferation of innovative technologies during the Fourth Industrial Revolution (4IR), there is a severe lack of quantitative and empirical studies that deal with the effectiveness of recently emerging technologies. This study examines the impact of employing core technologies of the 4IR on small and medium enterprises (SMEs). We used the firm-level cross-sectional data on Korean manufacturing SMEs, including the information on technology utilization. The stochastic production frontier estimation with selectivity correction is employed, besides matching technique to obtain unbiased estimates on technology efficiency. The empirical analysis finds that adopting emerging technologies enhances the productivity of SMEs. After observed and unobserved factors are controlled, the technical efficiency of adopters is higher by more than 26% on average, compared to non-adopters. Moreover, if the gap among production frontiers is considered, the difference in productivity would rise further. Additionally, a strategic alliance is a crucial route for SMEs to accept new technologies.

摘要

尽管在第四次工业革命(4IR)期间创新技术激增,但严重缺乏关于新兴技术有效性的定量和实证研究。本研究考察了采用4IR核心技术对中小企业(SMEs)的影响。我们使用了韩国制造业中小企业的企业层面横截面数据,包括技术利用信息。除了匹配技术以获得技术效率的无偏估计外,还采用了带有选择性校正的随机生产前沿估计。实证分析发现,采用新兴技术可提高中小企业的生产率。在控制了观察到的和未观察到的因素之后,与未采用者相比,采用者的技术效率平均高出26%以上。此外,如果考虑生产前沿之间的差距,则生产率差异将进一步扩大。此外,战略联盟是中小企业接受新技术的关键途径。

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