TY - JOUR
T1 - Effects of age on live streaming viewer engagement: a dual coding perspective
AU - Liu, Fei
AU - Li, Yijing
AU - SONG, Xiaofei
AU - CAI, Zhao
AU - Lim, Eric T.K.
AU - TAN, Chee-Wee
PY - 2022/12/18
Y1 - 2022/12/18
N2 - 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.
AB - 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.
UR - https://www.scopus.com/record/display.uri?eid=2-s2.0-85144217077&origin=resultslist&sort=plf-f&src=s&sid=10fe5511a6f3c060dd6c3fab6db15b05&sot=aut&sdt=a&sl=18&s=AU-ID%2857426628900%29&relpos=0&citeCnt=2&searchTerm=
U2 - 10.1080/23270012.2022.2156303
DO - 10.1080/23270012.2022.2156303
M3 - Journal article
SN - 2327-0012
VL - 9
SP - 435
EP - 447
JO - Journal of Management Analytics
JF - Journal of Management Analytics
IS - 4
ER -