2022
DOI: 10.1016/j.chb.2022.107211
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Sharing emotion while spectating video game play: Exploring Twitch users' emotional change after the outbreak of the COVID-19 pandemic

Abstract: This paper examines how the COVID-19 pandemic associates with Twitch users' emotion, using natural language processing (NLP) as a method. Two comparable sets of text data were collected from Twitch internet relay chats (IRCs): one after the outbreak of the pandemic and another one before that. Positive emotion, negative emotion, and attitude to social interaction were tested by comparing the two text sets via a dictionary-based NLP program. Particularly regarding negative emotion, three negative emotions⸻anger… Show more

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Cited by 18 publications
(13 citation statements)
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“…It is paramount to state that the current pandemic poses a threat to the populace, not just as a risk of ensuing distress economically and to human life, but also has some psychological impact. Unfortunately, this sporadic pandemic could be specifically challenging for persons with underlying mental health conditions such as obsessive-compulsive disorders or anxiety [29], [30].…”
Section: ) Social Mediamentioning
confidence: 99%
See 1 more Smart Citation
“…It is paramount to state that the current pandemic poses a threat to the populace, not just as a risk of ensuing distress economically and to human life, but also has some psychological impact. Unfortunately, this sporadic pandemic could be specifically challenging for persons with underlying mental health conditions such as obsessive-compulsive disorders or anxiety [29], [30].…”
Section: ) Social Mediamentioning
confidence: 99%
“…It is therefore highly recommended that future research should investigate the affecting factors of physical interaction amongst individuals towards their online interaction attitudes. A recent study explored the emotional change of Twitch users during the COVID-19 pandemic [29]. From the results, it was discovered that the anxiety and anger of users significantly increased in the era of the pandemic, whereas sadness and positive emotion did not tally.…”
Section: A Social Interactionsmentioning
confidence: 99%
“…En lo que se refiere a la narrativa, Twitch genera canales de contenido en los que se mezclan el entretenimiento, la información y la emoción, como en los momentos vividos durante los periodos de confinamiento provocados por la covid-19 (Chae y Lee, 2022). De esta forma, encontramos comunicadores como Pablo Simón que incluyen, con toda naturalidad, en su canal el debate político y los videojuegos en la misma emisión.…”
Section: Conclusionesunclassified
“…
Such trends have been extensively characterized by several authors [21][22][23] and have been conducive to a crucial breakthrough in understanding the monetization system of the platform 24 . Nonetheless, the study of the monetization mechanisms and the logic that drives the actors in the market are mainly based on qualitative or survey materials 25 , and thus have not been able to describe the large scale dynamic related to content monetization in Twitch.In addition, Twitch gained much popularity during the Covid-19 pandemic 26 , more than doubling the platform's audience from 1.26 million average concurrent viewers in 2019 to 2.78 million in 2021 27 , making the study of the global market momentum of the platform even more urgent 28 , while at the same time highlighting the platform's potential in tracking and characterizing emergent social trends among the young 29 .Moving from this urgency, the goal of this paper is to apply computational social science tools to unveil what are the mechanisms of monetization in Twitch and explain in parallel the social dynamics embedded in the platform that enables such market system. The importance of our findings is twofold.
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mentioning
confidence: 99%
“…In addition, Twitch gained much popularity during the Covid-19 pandemic 26 , more than doubling the platform's audience from 1.26 million average concurrent viewers in 2019 to 2.78 million in 2021 27 , making the study of the global market momentum of the platform even more urgent 28 , while at the same time highlighting the platform's potential in tracking and characterizing emergent social trends among the young 29 .…”
mentioning
confidence: 99%