Research on enterprise business model and technology innovation based on artificial intelligence
Abstract Small- and medium-sized enterprises (SEMs) are the important part of economic society whose innovation activities are of great significance for building innovative country. In order to investigate how technological innovation (TI) and business model design (BMD) affect the business performa...
Main Authors: | , , , , |
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Format: | Article |
Language: | English |
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SpringerOpen
2021-07-01
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Series: | EURASIP Journal on Wireless Communications and Networking |
Subjects: | |
Online Access: | https://doi.org/10.1186/s13638-021-02025-y |
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author | Sunping Qu Hongwei Shi Huanhuan Zhao Lin Yu Yunbo Yu |
author_facet | Sunping Qu Hongwei Shi Huanhuan Zhao Lin Yu Yunbo Yu |
author_sort | Sunping Qu |
collection | DOAJ |
description | Abstract Small- and medium-sized enterprises (SEMs) are the important part of economic society whose innovation activities are of great significance for building innovative country. In order to investigate how technological innovation (TI) and business model design (BMD) affect the business performance of SMEs, samples of 268 SMEs in the artificial intelligence industry and hierarchical regression models are used in the analysis. The results indicate that TI, BMD, and the matching of them have different effects on the innovation of SMEs of different sizes. These findings are helpful for enriching the theory of the fit between TI and BMD and providing theoretical guidance for the innovation activities in SEMs. |
first_indexed | 2024-12-17T03:08:14Z |
format | Article |
id | doaj.art-ec93df1398d54da49aba5959a1525d93 |
institution | Directory Open Access Journal |
issn | 1687-1499 |
language | English |
last_indexed | 2024-12-17T03:08:14Z |
publishDate | 2021-07-01 |
publisher | SpringerOpen |
record_format | Article |
series | EURASIP Journal on Wireless Communications and Networking |
spelling | doaj.art-ec93df1398d54da49aba5959a1525d932022-12-21T22:05:54ZengSpringerOpenEURASIP Journal on Wireless Communications and Networking1687-14992021-07-012021111910.1186/s13638-021-02025-yResearch on enterprise business model and technology innovation based on artificial intelligenceSunping Qu0Hongwei Shi1Huanhuan Zhao2Lin Yu3Yunbo Yu4School of Management, JiangSu UniversitySchool of Management, JiangSu UniversityCollege of Management, Wuxi Institute of TechnologyCollege of Management, Wuxi Institute of TechnologyCollege of Management, Wuxi Institute of TechnologyAbstract Small- and medium-sized enterprises (SEMs) are the important part of economic society whose innovation activities are of great significance for building innovative country. In order to investigate how technological innovation (TI) and business model design (BMD) affect the business performance of SMEs, samples of 268 SMEs in the artificial intelligence industry and hierarchical regression models are used in the analysis. The results indicate that TI, BMD, and the matching of them have different effects on the innovation of SMEs of different sizes. These findings are helpful for enriching the theory of the fit between TI and BMD and providing theoretical guidance for the innovation activities in SEMs.https://doi.org/10.1186/s13638-021-02025-yTechnological innovationBusiness model designBusiness performanceEnterprise sizeArtificial intelligence |
spellingShingle | Sunping Qu Hongwei Shi Huanhuan Zhao Lin Yu Yunbo Yu Research on enterprise business model and technology innovation based on artificial intelligence EURASIP Journal on Wireless Communications and Networking Technological innovation Business model design Business performance Enterprise size Artificial intelligence |
title | Research on enterprise business model and technology innovation based on artificial intelligence |
title_full | Research on enterprise business model and technology innovation based on artificial intelligence |
title_fullStr | Research on enterprise business model and technology innovation based on artificial intelligence |
title_full_unstemmed | Research on enterprise business model and technology innovation based on artificial intelligence |
title_short | Research on enterprise business model and technology innovation based on artificial intelligence |
title_sort | research on enterprise business model and technology innovation based on artificial intelligence |
topic | Technological innovation Business model design Business performance Enterprise size Artificial intelligence |
url | https://doi.org/10.1186/s13638-021-02025-y |
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