Does digital economy development promote innovation efficiency? A spatial econometric approach for Chinese regions
In the context of the rapid development of the digital economy, it's an important topic how to play the role of digital technology in improving innovation efficiency. Employing the spatial econometric model with province-level panel data during 2006-2018, the article explores the impact of the...
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Published in | Technology analysis & strategic management Vol. 36; no. 5; pp. 931 - 945 |
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Main Authors | , |
Format | Journal Article |
Language | English |
Published |
Abingdon
Routledge
03.05.2024
Taylor & Francis Ltd |
Subjects | |
Online Access | Get full text |
ISSN | 0953-7325 1465-3990 |
DOI | 10.1080/09537325.2022.2065980 |
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Abstract | In the context of the rapid development of the digital economy, it's an important topic how to play the role of digital technology in improving innovation efficiency. Employing the spatial econometric model with province-level panel data during 2006-2018, the article explores the impact of the development of the digital economy on innovation efficiency in China. The analysis unveils three major findings. First, the innovation efficiency has significant positive spatial externalities and the digital economy has significantly positive direct effects and spatial spillover effects on innovation efficiency, but the above effects are heterogeneous for different regions and innovation subjects. Second, the impact of digital economy development on innovation efficiency has characteristics of a certain degree of lag effect and continuity. Third, the threshold effect analysis reveals the non-linear characteristic of the increasing marginal effect of the digital economy on innovation efficiency. Altogether, the development of the digital economy has become an important driving force for promoting China's innovation efficiency. The findings of this paper provide empirical evidence for understanding the relationship between the digital economy development and innovation efficiency, giving significant implications for the innovative development of developing countries. |
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AbstractList | In the context of the rapid development of the digital economy, it's an important topic how to play the role of digital technology in improving innovation efficiency. Employing the spatial econometric model with province-level panel data during 2006-2018, the article explores the impact of the development of the digital economy on innovation efficiency in China. The analysis unveils three major findings. First, the innovation efficiency has significant positive spatial externalities and the digital economy has significantly positive direct effects and spatial spillover effects on innovation efficiency, but the above effects are heterogeneous for different regions and innovation subjects. Second, the impact of digital economy development on innovation efficiency has characteristics of a certain degree of lag effect and continuity. Third, the threshold effect analysis reveals the non-linear characteristic of the increasing marginal effect of the digital economy on innovation efficiency. Altogether, the development of the digital economy has become an important driving force for promoting China's innovation efficiency. The findings of this paper provide empirical evidence for understanding the relationship between the digital economy development and innovation efficiency, giving significant implications for the innovative development of developing countries. |
Author | Cen, Cong Wang, Peng |
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Cites_doi | 10.1080/09537325.2019.1667971 10.1016/j.jmacro.2017.04.005 10.1016/j.jbusres.2017.12.030 10.1108/jkm-10-2019-0590 10.1016/0304-4076(77)90052-5 10.1016/j.telpol.2019.101838 10.1257/aer.104.5.394 10.1016/j.jbusres.2015.07.006 10.1016/j.regsciurbeco.2012.06.002 10.1016/j.telpol.2021.102215 10.1080/09537325.2018.1543868 10.1007/s11151-011-9286-8 10.1287/mnsc.2019.3388 10.1257/aer.20161385 10.1080/09537325.2015.1095291 10.1007/978-3-642-40340-8 10.1080/10168737.2018.1478868 10.1007/s13132-015-0327-7 10.1080/00343404.2020.1826420 10.1287/mnsc.42.4.541 10.1080/09537325.2021.1968372 10.1080/00036846.2015.1078450 |
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SubjectTerms | Developing countries Digital economy digitization Econometrics Economic development Efficiency Empirical analysis Impact analysis innovation efficiency Innovations LDCs Panel data spatial spillover Spillover effect |
Title | Does digital economy development promote innovation efficiency? A spatial econometric approach for Chinese regions |
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