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...

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Main Authors: Chua, Alton Yeow Kuan, Liew, Hattie, Huang, Liuyu
Other Authors: Wee Kim Wee School of Communication and Information
Format: Conference or Workshop Item
Language:English
Published: 2022
Subjects:
Online Access:https://hdl.handle.net/10356/161433
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.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
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Social sciences::Communication
Data Analytics
Absoprtive Capacity
Innovation Performance
Sharing Economy
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
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.
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
format Conference or Workshop Item
author Chua, Alton Yeow Kuan
Liew, Hattie
Huang, Liuyu
author_sort Chua, Alton Yeow Kuan
title Data analytics usage, absorptive capacity and sharing economy innovation performance
title_short 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_sort data analytics usage, absorptive capacity and sharing economy innovation performance
publishDate 2022
url https://hdl.handle.net/10356/161433
_version_ 1759855802702626816