Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/112423
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Title: Effects of age on live streaming viewer engagement : a dual coding perspective
Authors: Liu, F 
Li, Y 
Song, X
Cai, Z
Lim, ETK
Tan, CW 
Issue Date: 2022
Source: Journal of management analytics, 2022, v. 9, no. 4, p. 435-447
Abstract: Though the emerging live streaming industry has attracted growing attention, the dominant yanzhi category where streamers mostly interact with the audience through amateur talent shows and casual chats has not been widely investigated. To decode the mechanism behind the popularity of yanzhi streamers, this study draws on Dual Coding Theory (DCT) to posit that age estimated from a streamer’s face and voice can influence the level of viewer engagement. To validate our hypothesized relationships, 274 one-minute video records ahead of a viewer commenting or/and gifting were collected and analyzed via deep learning algorithms. Analytical results attest to the negative effects of both facial and vocal age on viewer engagement, while their interaction has a positive impact on viewer engagement.
Keywords: Age
Deep learning
Dual coding theory
Live streaming
Viewer engagement
Publisher: Taylor & Francis
Journal: Journal of management analytics 
ISSN: 2327-0012
EISSN: 2327-0039
DOI: 10.1080/23270012.2022.2156303
Rights: © 2022 Antai College of Economics and Management, Shanghai Jiao Tong University
This is an Accepted Manuscript of an article published by Taylor & Francis in Journal of Management Analytics on 18 Dec 2022 (published online), available at: https://doi.org/10.1080/23270012.2022.2156303.
Appears in Collections:Journal/Magazine Article

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