Threshold Effects of the Network Structure in the Relationship Between Patent PageRank and Patent Value
This study employed the panel threshold regression model to test whether the network structure of the patent citation network has a threshold effect on the relationship between patent PageRank and patent value. The results demonstrate that the network structure has a threshold effect on the relation...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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IEEE
2020-01-01
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| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/8966291/ |
| _version_ | 1819171012722294784 |
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| author | Ke-Chiun Chang Yen-Lin Li Ting Zhang Xingxing Xiang Kuang-Cheng Chai |
| author_facet | Ke-Chiun Chang Yen-Lin Li Ting Zhang Xingxing Xiang Kuang-Cheng Chai |
| author_sort | Ke-Chiun Chang |
| collection | DOAJ |
| description | This study employed the panel threshold regression model to test whether the network structure of the patent citation network has a threshold effect on the relationship between patent PageRank and patent value. The results demonstrate that the network structure has a threshold effect on the relationship between patent PageRank and patent value, and there is an optimal interval in the network structure. In the optimal interval, the positive impact of patent PageRank and patent value is at the highest level. Hence, the relationship between patent PageRank and patent value is non-linear. |
| first_indexed | 2024-12-22T19:44:31Z |
| format | Article |
| id | doaj.art-f126977c96f44e048a80a9b4e770b192 |
| institution | Directory Open Access Journal |
| issn | 2169-3536 |
| language | English |
| last_indexed | 2024-12-22T19:44:31Z |
| publishDate | 2020-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj.art-f126977c96f44e048a80a9b4e770b1922022-12-21T18:14:43ZengIEEEIEEE Access2169-35362020-01-018196791968410.1109/ACCESS.2020.29685408966291Threshold Effects of the Network Structure in the Relationship Between Patent PageRank and Patent ValueKe-Chiun Chang0https://orcid.org/0000-0001-5200-2858Yen-Lin Li1Ting Zhang2Xingxing Xiang3Kuang-Cheng Chai4https://orcid.org/0000-0002-3993-2468School of Economics and Management, Wuhan University, Wuhan, ChinaSchool of Economics and Management, Wuhan University, Wuhan, ChinaSchool of Economics and Management, Wuhan University, Wuhan, ChinaSchool of Economics and Management, Wuhan University, Wuhan, ChinaSchool of Business, Guilin University of Electronic Technology, Guilin, ChinaThis study employed the panel threshold regression model to test whether the network structure of the patent citation network has a threshold effect on the relationship between patent PageRank and patent value. The results demonstrate that the network structure has a threshold effect on the relationship between patent PageRank and patent value, and there is an optimal interval in the network structure. In the optimal interval, the positive impact of patent PageRank and patent value is at the highest level. Hence, the relationship between patent PageRank and patent value is non-linear.https://ieeexplore.ieee.org/document/8966291/Patent valuePageRanknetwork structurepanel threshold regression |
| spellingShingle | Ke-Chiun Chang Yen-Lin Li Ting Zhang Xingxing Xiang Kuang-Cheng Chai Threshold Effects of the Network Structure in the Relationship Between Patent PageRank and Patent Value IEEE Access Patent value PageRank network structure panel threshold regression |
| title | Threshold Effects of the Network Structure in the Relationship Between Patent PageRank and Patent Value |
| title_full | Threshold Effects of the Network Structure in the Relationship Between Patent PageRank and Patent Value |
| title_fullStr | Threshold Effects of the Network Structure in the Relationship Between Patent PageRank and Patent Value |
| title_full_unstemmed | Threshold Effects of the Network Structure in the Relationship Between Patent PageRank and Patent Value |
| title_short | Threshold Effects of the Network Structure in the Relationship Between Patent PageRank and Patent Value |
| title_sort | threshold effects of the network structure in the relationship between patent pagerank and patent value |
| topic | Patent value PageRank network structure panel threshold regression |
| url | https://ieeexplore.ieee.org/document/8966291/ |
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