Evaluation of biomedical industry technological innovation ability based on a grey panel clustering model
Technological innovation in the biomedical industry is the basis for improving the core competitiveness of the biomedical industry and promoting the high-quality development of the industry. However, the technological innovation capacity of China's biomedical industry is not balanced, and there...
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| Format: | Article |
| Language: | English |
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AIMS Press
2023-01-01
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| Series: | Mathematical Biosciences and Engineering |
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| Online Access: | https://www.aimspress.com/article/doi/10.3934/mbe.2023070?viewType=HTML |
| _version_ | 1798018959202582528 |
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| author | Pin Lv |
| author_facet | Pin Lv |
| author_sort | Pin Lv |
| collection | DOAJ |
| description | Technological innovation in the biomedical industry is the basis for improving the core competitiveness of the biomedical industry and promoting the high-quality development of the industry. However, the technological innovation capacity of China's biomedical industry is not balanced, and there are great differences between regions. Therefore, accurately grasping the status quo of technological innovation in China's biomedical industry and assessing regional differences are of great significance and effect for the country to formulate targeted policies and systems. In view of this, this paper designs a two-stage biomedical industry technological innovation capability evaluation index system from the perspective of the innovation value chain. According to the panel data of China's biomedical industry from 2012 to 2018, a grey relational clustering model based on panel data is constructed and used to evaluate the technological innovation capability of China's biomedicine industry from two dimensions: the level of technological research and development and the ability to transform technological achievements. |
| first_indexed | 2024-04-11T16:31:46Z |
| format | Article |
| id | doaj.art-bbbad87cd6444d158b5e31adf2444274 |
| institution | Directory Open Access Journal |
| issn | 1551-0018 |
| language | English |
| last_indexed | 2024-04-11T16:31:46Z |
| publishDate | 2023-01-01 |
| publisher | AIMS Press |
| record_format | Article |
| series | Mathematical Biosciences and Engineering |
| spelling | doaj.art-bbbad87cd6444d158b5e31adf24442742022-12-22T04:13:59ZengAIMS PressMathematical Biosciences and Engineering1551-00182023-01-012011538155710.3934/mbe.2023070Evaluation of biomedical industry technological innovation ability based on a grey panel clustering modelPin Lv0Wuxi Vocational College of Science and Technology, Wuxi, Jiangsu 214028, ChinaTechnological innovation in the biomedical industry is the basis for improving the core competitiveness of the biomedical industry and promoting the high-quality development of the industry. However, the technological innovation capacity of China's biomedical industry is not balanced, and there are great differences between regions. Therefore, accurately grasping the status quo of technological innovation in China's biomedical industry and assessing regional differences are of great significance and effect for the country to formulate targeted policies and systems. In view of this, this paper designs a two-stage biomedical industry technological innovation capability evaluation index system from the perspective of the innovation value chain. According to the panel data of China's biomedical industry from 2012 to 2018, a grey relational clustering model based on panel data is constructed and used to evaluate the technological innovation capability of China's biomedicine industry from two dimensions: the level of technological research and development and the ability to transform technological achievements.https://www.aimspress.com/article/doi/10.3934/mbe.2023070?viewType=HTMLbiomedical industrytechnological innovation capabilitytechnological research and development leveltechnological achievement transformationpanel data |
| spellingShingle | Pin Lv Evaluation of biomedical industry technological innovation ability based on a grey panel clustering model Mathematical Biosciences and Engineering biomedical industry technological innovation capability technological research and development level technological achievement transformation panel data |
| title | Evaluation of biomedical industry technological innovation ability based on a grey panel clustering model |
| title_full | Evaluation of biomedical industry technological innovation ability based on a grey panel clustering model |
| title_fullStr | Evaluation of biomedical industry technological innovation ability based on a grey panel clustering model |
| title_full_unstemmed | Evaluation of biomedical industry technological innovation ability based on a grey panel clustering model |
| title_short | Evaluation of biomedical industry technological innovation ability based on a grey panel clustering model |
| title_sort | evaluation of biomedical industry technological innovation ability based on a grey panel clustering model |
| topic | biomedical industry technological innovation capability technological research and development level technological achievement transformation panel data |
| url | https://www.aimspress.com/article/doi/10.3934/mbe.2023070?viewType=HTML |
| work_keys_str_mv | AT pinlv evaluationofbiomedicalindustrytechnologicalinnovationabilitybasedonagreypanelclusteringmodel |