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Impact of R&D Investment and Network Penetration on Human Development: Evidence from China
This paper measures the human development indices of 31 inland provinces (municipalities) in China in a continuous time series during 2000–2017 according to the 2010 HDI compilation method. It uses a geographically and temporally weighted regression model for conducting an empirical study on the eff...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Netherlands
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10018604/ https://www.ncbi.nlm.nih.gov/pubmed/37304459 http://dx.doi.org/10.1007/s11205-023-03091-z |
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author | Qin, Zhilong Zhang, Hongli Zhao, Bin |
author_facet | Qin, Zhilong Zhang, Hongli Zhao, Bin |
author_sort | Qin, Zhilong |
collection | PubMed |
description | This paper measures the human development indices of 31 inland provinces (municipalities) in China in a continuous time series during 2000–2017 according to the 2010 HDI compilation method. It uses a geographically and temporally weighted regression model for conducting an empirical study on the effects of R&D investment and network penetration on human development in each province (municipality) of China. There is significant spatial and temporal heterogeneity in the impact of R&D investment and network penetration on human development across provinces (municipalities) in China due to differences in resource endowments and economic and social development. For R&D investment, eastern provinces (municipalities) have mostly positive effects on human development, and central regions have mostly weak positive or negative effects. In contrast, western provinces (municipalities) show different development paths, with weak positive effects in the early stage and significant positive effects after 2010. Most provinces (municipalities) show a continuous and increasing positive effect for network penetration. The marginal contributions of this paper are mainly in improving the shortcomings in research perspectives, empirical methods, and research data in the study of human development influencing factors in China relative to the study of HDI itself in terms of measurement or application dimensions. This paper constructs a human development index for China, analyzes its spatial and temporal distribution, and explores the impact of R&D investment and network penetration on human development in China, with the hope of providing lessons for China and developing countries to promote the level of human development and cope with the pandemic. |
format | Online Article Text |
id | pubmed-10018604 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer Netherlands |
record_format | MEDLINE/PubMed |
spelling | pubmed-100186042023-03-16 Impact of R&D Investment and Network Penetration on Human Development: Evidence from China Qin, Zhilong Zhang, Hongli Zhao, Bin Soc Indic Res Original Research This paper measures the human development indices of 31 inland provinces (municipalities) in China in a continuous time series during 2000–2017 according to the 2010 HDI compilation method. It uses a geographically and temporally weighted regression model for conducting an empirical study on the effects of R&D investment and network penetration on human development in each province (municipality) of China. There is significant spatial and temporal heterogeneity in the impact of R&D investment and network penetration on human development across provinces (municipalities) in China due to differences in resource endowments and economic and social development. For R&D investment, eastern provinces (municipalities) have mostly positive effects on human development, and central regions have mostly weak positive or negative effects. In contrast, western provinces (municipalities) show different development paths, with weak positive effects in the early stage and significant positive effects after 2010. Most provinces (municipalities) show a continuous and increasing positive effect for network penetration. The marginal contributions of this paper are mainly in improving the shortcomings in research perspectives, empirical methods, and research data in the study of human development influencing factors in China relative to the study of HDI itself in terms of measurement or application dimensions. This paper constructs a human development index for China, analyzes its spatial and temporal distribution, and explores the impact of R&D investment and network penetration on human development in China, with the hope of providing lessons for China and developing countries to promote the level of human development and cope with the pandemic. Springer Netherlands 2023-03-16 2023 /pmc/articles/PMC10018604/ /pubmed/37304459 http://dx.doi.org/10.1007/s11205-023-03091-z Text en © The Author(s), under exclusive licence to Springer Nature B.V. 2023. Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Original Research Qin, Zhilong Zhang, Hongli Zhao, Bin Impact of R&D Investment and Network Penetration on Human Development: Evidence from China |
title | Impact of R&D Investment and Network Penetration on Human Development: Evidence from China |
title_full | Impact of R&D Investment and Network Penetration on Human Development: Evidence from China |
title_fullStr | Impact of R&D Investment and Network Penetration on Human Development: Evidence from China |
title_full_unstemmed | Impact of R&D Investment and Network Penetration on Human Development: Evidence from China |
title_short | Impact of R&D Investment and Network Penetration on Human Development: Evidence from China |
title_sort | impact of r&d investment and network penetration on human development: evidence from china |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10018604/ https://www.ncbi.nlm.nih.gov/pubmed/37304459 http://dx.doi.org/10.1007/s11205-023-03091-z |
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