Data analytics usage, absorptive capacity and sharing economy innovation performance
This study investigates the usage of data analytics and absorptive capacity and its relationship to innovation performance in the context of the sharing economy. 127 survey responses from participants who held managerial positions or higher in organizations operating within the sharing economy were...
| Main Authors: | , , |
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| Other Authors: | |
| Format: | Conference Paper |
| Language: | English |
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2022
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| Online Access: | https://hdl.handle.net/10356/161433 |
| _version_ | 1811689151504842752 |
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| author | Chua, Alton Yeow Kuan Liew, Hattie Huang, Liuyu |
| author2 | Wee Kim Wee School of Communication and Information |
| author_facet | Wee Kim Wee School of Communication and Information Chua, Alton Yeow Kuan Liew, Hattie Huang, Liuyu |
| author_sort | Chua, Alton Yeow Kuan |
| collection | NTU |
| description | This study investigates the usage of data analytics and absorptive capacity and its relationship to innovation performance in the context of the sharing economy. 127 survey responses from participants who held managerial positions or higher in organizations operating within the sharing economy were collected. A hierarchical regression analysis was conducted to assess the relationship between data analytic usage and absorptive capacity with innovation performance. Findings show that both data analytics usage and absorptive capacity are important to organizations operating in the sharing economy, with data analytic usage accounting for a higher variance in innovation performance. |
| first_indexed | 2024-10-01T05:43:33Z |
| format | Conference Paper |
| id | ntu-10356/161433 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T05:43:33Z |
| publishDate | 2022 |
| record_format | dspace |
| spelling | ntu-10356/1614332023-03-05T15:56:32Z Data analytics usage, absorptive capacity and sharing economy innovation performance Chua, Alton Yeow Kuan Liew, Hattie Huang, Liuyu Wee Kim Wee School of Communication and Information 17th International Conference, iConference 2022 Centre for Research and Development in Learning (CRADLE) Social sciences::Communication Data Analytics Absoprtive Capacity Innovation Performance Sharing Economy This study investigates the usage of data analytics and absorptive capacity and its relationship to innovation performance in the context of the sharing economy. 127 survey responses from participants who held managerial positions or higher in organizations operating within the sharing economy were collected. A hierarchical regression analysis was conducted to assess the relationship between data analytic usage and absorptive capacity with innovation performance. Findings show that both data analytics usage and absorptive capacity are important to organizations operating in the sharing economy, with data analytic usage accounting for a higher variance in innovation performance. SkillsFuture Singapore Agency Submitted/Accepted version This work was supported by Skill Future Singapore [grant number GA18-07]. 2022-09-02T02:45:37Z 2022-09-02T02:45:37Z 2022 Conference Paper Chua, A. Y. K., Liew, H. & Huang, L. (2022). Data analytics usage, absorptive capacity and sharing economy innovation performance. 17th International Conference, iConference 2022, LNCS 13192, 236-243. https://dx.doi.org/10.1007/978-3-030-96957-8_21 9783030969561 https://hdl.handle.net/10356/161433 10.1007/978-3-030-96957-8_21 2-s2.0-85126256375 LNCS 13192 236 243 en GA18-07 © 2022 The Author(s), under exclusive license to Springer Nature Switzerland AG. All rights reserved. This paper was published in Proceedings of 17th International Conference, iConference 2022 and is made available with permission of the Author(s). application/pdf |
| spellingShingle | Social sciences::Communication Data Analytics Absoprtive Capacity Innovation Performance Sharing Economy Chua, Alton Yeow Kuan Liew, Hattie Huang, Liuyu Data analytics usage, absorptive capacity and sharing economy innovation performance |
| title | Data analytics usage, absorptive capacity and sharing economy innovation performance |
| title_full | Data analytics usage, absorptive capacity and sharing economy innovation performance |
| title_fullStr | Data analytics usage, absorptive capacity and sharing economy innovation performance |
| title_full_unstemmed | Data analytics usage, absorptive capacity and sharing economy innovation performance |
| title_short | Data analytics usage, absorptive capacity and sharing economy innovation performance |
| title_sort | data analytics usage absorptive capacity and sharing economy innovation performance |
| topic | Social sciences::Communication Data Analytics Absoprtive Capacity Innovation Performance Sharing Economy |
| url | https://hdl.handle.net/10356/161433 |
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