Human capital, technological progress and industrial restructuring
Human capital and technological progress drive industrial restructuring toward rationalization and advancement, clarifying their theoretical interaction and examining the influence mechanism based on China’s three major industries data from 2008 to 2022, employing the PVAR and Hansen threshold model...
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Published in | PloS one Vol. 20; no. 6; p. e0325978 |
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Main Authors | , |
Format | Journal Article |
Language | English |
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30.06.2025
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Abstract | Human capital and technological progress drive industrial restructuring toward rationalization and advancement, clarifying their theoretical interaction and examining the influence mechanism based on China’s three major industries data from 2008 to 2022, employing the PVAR and Hansen threshold models. The study shows that: (1) technological progress and industrial restructuring are mutually causal, while technological progress and human capital, and human capital and industrial restructuring are not mutually causal. (2) Within the research cycle, human capital has a ‘fast then slow then smooth’ influence on industrial structural adjustment, while technological progress has a ‘V’ influence on industrial structural adjustment, and technological progress has a ‘U’ influence on human capital. (3) Human capital and technological progress have played a facilitating role in industrial structural adjustment. Technological progress serves as the threshold, resulting in a double threshold effect of human capital on industrial structure rationalization, a single threshold effect is observed in its advancement. The policy implications are as follows: first, accelerate the mechanism of industrial structure upgrading, and drive the quality improvement and structure optimization of industrial human capital; second, give full play to the iterative role of technological innovation, and build a ‘technology-capital’ complementary mechanism; third, ‘according to the time - according to the place - according to the production’, Integration of human capital, technological progress and industrial restructuring synergistic development paths. |
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AbstractList | Human capital and technological progress drive industrial restructuring toward rationalization and advancement, clarifying their theoretical interaction and examining the influence mechanism based on China’s three major industries data from 2008 to 2022, employing the PVAR and Hansen threshold models. The study shows that: (1) technological progress and industrial restructuring are mutually causal, while technological progress and human capital, and human capital and industrial restructuring are not mutually causal. (2) Within the research cycle, human capital has a ‘fast then slow then smooth’ influence on industrial structural adjustment, while technological progress has a ‘V’ influence on industrial structural adjustment, and technological progress has a ‘U’ influence on human capital. (3) Human capital and technological progress have played a facilitating role in industrial structural adjustment. Technological progress serves as the threshold, resulting in a double threshold effect of human capital on industrial structure rationalization, a single threshold effect is observed in its advancement. The policy implications are as follows: first, accelerate the mechanism of industrial structure upgrading, and drive the quality improvement and structure optimization of industrial human capital; second, give full play to the iterative role of technological innovation, and build a ‘technology-capital’ complementary mechanism; third, ‘according to the time - according to the place - according to the production’, Integration of human capital, technological progress and industrial restructuring synergistic development paths. Human capital and technological progress drive industrial restructuring toward rationalization and advancement, clarifying their theoretical interaction and examining the influence mechanism based on China's three major industries data from 2008 to 2022, employing the PVAR and Hansen threshold models. The study shows that: (1) technological progress and industrial restructuring are mutually causal, while technological progress and human capital, and human capital and industrial restructuring are not mutually causal. (2) Within the research cycle, human capital has a 'fast then slow then smooth' influence on industrial structural adjustment, while technological progress has a 'V' influence on industrial structural adjustment, and technological progress has a 'U' influence on human capital. (3) Human capital and technological progress have played a facilitating role in industrial structural adjustment. Technological progress serves as the threshold, resulting in a double threshold effect of human capital on industrial structure rationalization, a single threshold effect is observed in its advancement. The policy implications are as follows: first, accelerate the mechanism of industrial structure upgrading, and drive the quality improvement and structure optimization of industrial human capital; second, give full play to the iterative role of technological innovation, and build a 'technology-capital' complementary mechanism; third, 'according to the time - according to the place - according to the production', Integration of human capital, technological progress and industrial restructuring synergistic development paths.Human capital and technological progress drive industrial restructuring toward rationalization and advancement, clarifying their theoretical interaction and examining the influence mechanism based on China's three major industries data from 2008 to 2022, employing the PVAR and Hansen threshold models. The study shows that: (1) technological progress and industrial restructuring are mutually causal, while technological progress and human capital, and human capital and industrial restructuring are not mutually causal. (2) Within the research cycle, human capital has a 'fast then slow then smooth' influence on industrial structural adjustment, while technological progress has a 'V' influence on industrial structural adjustment, and technological progress has a 'U' influence on human capital. (3) Human capital and technological progress have played a facilitating role in industrial structural adjustment. Technological progress serves as the threshold, resulting in a double threshold effect of human capital on industrial structure rationalization, a single threshold effect is observed in its advancement. The policy implications are as follows: first, accelerate the mechanism of industrial structure upgrading, and drive the quality improvement and structure optimization of industrial human capital; second, give full play to the iterative role of technological innovation, and build a 'technology-capital' complementary mechanism; third, 'according to the time - according to the place - according to the production', Integration of human capital, technological progress and industrial restructuring synergistic development paths. |
Audience | Academic |
Author | Zhao, Kui Zhang, Luyao |
AuthorAffiliation | Shanghai University of Finance and Economics, CHINA 1 Vocational Technology, Anhui Business College, Wuhu, China 2 School of Finance, Tianjin University of Finance and Economics, Tianjin, China |
AuthorAffiliation_xml | – name: 1 Vocational Technology, Anhui Business College, Wuhu, China – name: 2 School of Finance, Tianjin University of Finance and Economics, Tianjin, China – name: Shanghai University of Finance and Economics, CHINA |
Author_xml | – sequence: 1 givenname: Kui orcidid: 0009-0006-4703-6221 surname: Zhao fullname: Zhao, Kui – sequence: 2 givenname: Luyao surname: Zhang fullname: Zhang, Luyao |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/40587515$$D View this record in MEDLINE/PubMed |
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Cites_doi | 10.5539/ijbm.v15n8p59 10.3846/tede.2024.21102 10.3390/ijerph19116488 10.1016/j.chieco.2017.08.004 10.1007/s10887-006-9009-4 10.18231/j.jmra.2024.025 10.1002/hpm.3820 10.1016/j.techfore.2020.120327 10.1177/1391561420914187 10.1007/s11135-021-01230-7 10.1080/1331677X.2022.2092168 10.1016/j.energy.2022.123386 10.1515/jbnst-2001-0306 10.1007/s00191-024-00854-w |
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Copyright | Copyright: © 2025 Zhao, Zhang. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. COPYRIGHT 2025 Public Library of Science 2025 Zhao, Zhang. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. 2025 Zhao, Zhang 2025 Zhao, Zhang 2025 Zhao, Zhang. This is an open access article distributed under the terms of the Creative Commons Attribution License: http://creativecommons.org/licenses/by/4.0/ (the “License”), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. |
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SubjectTerms | Artificial intelligence Capital structure China Computer and Information Sciences Corporate reorganizations Developing countries Economic development Economic growth Employment Engineering and Technology Forecasts and trends Human capital Humans Industrial Development Industry Influence Innovations Labor force LDCs Literature reviews Optimization People and Places Physical Sciences Production factors Quality control Social Sciences Structural adjustment Technological change Technological innovations Technology |
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Title | Human capital, technological progress and industrial restructuring |
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