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Innovation in Chinese internet companies: A meta-frontier analysis
The innovation of a particular company benefits the whole industry when innovation technology transfers to others. Similarly, the development and innovation in internet companies influence the development and innovation of the industry. This investigation has applied a unique approach of meta-fronti...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7241703/ https://www.ncbi.nlm.nih.gov/pubmed/32437383 http://dx.doi.org/10.1371/journal.pone.0233278 |
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author | Hafeez, Sadaf Arshad, Noreen Izza Rahim, Lukman Bin A. B. Shabbir, Muhammad Farooq Iqbal, Jawad |
author_facet | Hafeez, Sadaf Arshad, Noreen Izza Rahim, Lukman Bin A. B. Shabbir, Muhammad Farooq Iqbal, Jawad |
author_sort | Hafeez, Sadaf |
collection | PubMed |
description | The innovation of a particular company benefits the whole industry when innovation technology transfers to others. Similarly, the development and innovation in internet companies influence the development and innovation of the industry. This investigation has applied a unique approach of meta-frontier analysis to estimate and analyze the innovation in internet companies in China. A unique dataset of Chinese internet companies from 2000 to 2017 has been utilized to estimate and compare the innovation over the period of study. The change in technology gap ratio (TGR) and a shift in production function have translated into innovation which was overlooked by previous studies. It is found that the production function of internet companies is moving upward in the presence of external factors such as smartphones invention, mobile internet, mobile payments, and artificial intelligence, etc. Consequently, a sudden increase in TGR is captured due to the innovation of some companies. Hence, the average TE of the industry falls caused by the increased distance of other companies form industry production function. However, the innovation advantage defused when other companies start imitating and the average TE elevates. A steady increase in the TGR index revealed that the continuous innovation-based growth of some companies lifting the production frontier upward. This provides the opportunity for other companies to imitate and provides continuous growth in the industry. This study provides a novel methodological approach to measure innovation and also provide practical implication by empirical estimation of innovation in Chinese internet companies. |
format | Online Article Text |
id | pubmed-7241703 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-72417032020-06-08 Innovation in Chinese internet companies: A meta-frontier analysis Hafeez, Sadaf Arshad, Noreen Izza Rahim, Lukman Bin A. B. Shabbir, Muhammad Farooq Iqbal, Jawad PLoS One Research Article The innovation of a particular company benefits the whole industry when innovation technology transfers to others. Similarly, the development and innovation in internet companies influence the development and innovation of the industry. This investigation has applied a unique approach of meta-frontier analysis to estimate and analyze the innovation in internet companies in China. A unique dataset of Chinese internet companies from 2000 to 2017 has been utilized to estimate and compare the innovation over the period of study. The change in technology gap ratio (TGR) and a shift in production function have translated into innovation which was overlooked by previous studies. It is found that the production function of internet companies is moving upward in the presence of external factors such as smartphones invention, mobile internet, mobile payments, and artificial intelligence, etc. Consequently, a sudden increase in TGR is captured due to the innovation of some companies. Hence, the average TE of the industry falls caused by the increased distance of other companies form industry production function. However, the innovation advantage defused when other companies start imitating and the average TE elevates. A steady increase in the TGR index revealed that the continuous innovation-based growth of some companies lifting the production frontier upward. This provides the opportunity for other companies to imitate and provides continuous growth in the industry. This study provides a novel methodological approach to measure innovation and also provide practical implication by empirical estimation of innovation in Chinese internet companies. Public Library of Science 2020-05-21 /pmc/articles/PMC7241703/ /pubmed/32437383 http://dx.doi.org/10.1371/journal.pone.0233278 Text en © 2020 Hafeez et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Hafeez, Sadaf Arshad, Noreen Izza Rahim, Lukman Bin A. B. Shabbir, Muhammad Farooq Iqbal, Jawad Innovation in Chinese internet companies: A meta-frontier analysis |
title | Innovation in Chinese internet companies: A meta-frontier analysis |
title_full | Innovation in Chinese internet companies: A meta-frontier analysis |
title_fullStr | Innovation in Chinese internet companies: A meta-frontier analysis |
title_full_unstemmed | Innovation in Chinese internet companies: A meta-frontier analysis |
title_short | Innovation in Chinese internet companies: A meta-frontier analysis |
title_sort | innovation in chinese internet companies: a meta-frontier analysis |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7241703/ https://www.ncbi.nlm.nih.gov/pubmed/32437383 http://dx.doi.org/10.1371/journal.pone.0233278 |
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