2022
DOI: 10.1016/j.heliyon.2022.e10567
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Does anime, idol culture bring depression? Structural analysis and deep learning on subcultural identity and various psychological outcomes

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Cited by 4 publications
(4 citation statements)
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“…Furthermore, not only is excessive watching associated with suicidal risks, researchers investigating subcultural identity reported a positive correlation between anime consumption, the formation of subcultural identity, and increased mental health problems anxiety, aggression and depressive symptoms levels. The results are highly accurate, with highest accuracy being around 71% [9]. Indulgence into the anime world may also negatively impact viewers' social life and academic performance.…”
Section: Reviews On Debates For Outcome Of Anime Viewing and Proposin...mentioning
confidence: 96%
See 2 more Smart Citations
“…Furthermore, not only is excessive watching associated with suicidal risks, researchers investigating subcultural identity reported a positive correlation between anime consumption, the formation of subcultural identity, and increased mental health problems anxiety, aggression and depressive symptoms levels. The results are highly accurate, with highest accuracy being around 71% [9]. Indulgence into the anime world may also negatively impact viewers' social life and academic performance.…”
Section: Reviews On Debates For Outcome Of Anime Viewing and Proposin...mentioning
confidence: 96%
“…Alavi et al [8] advocated this idea by suggesting that behavioral addictions are a "collection of disorders", including depression, anxiety, isolationism and so on. Similar to anime fans, long-term watching, until a "subcultural identity related to anime" was formed, which is in turn associated with statistically significant increments in suicidal tendency, depression, anxiety and aggression [9]. Hence, anime can potentially be addictive and anime addiction may incur negative health consequences.…”
Section: Validation and Characterization Of Anime Addictionmentioning
confidence: 99%
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“…Celebrity worship is associated with extensive stressful outcomes and may lead to traumatic breakup experiences for fans in three ways (McCutcheon et al, 2021). First, the negative events and excessive idolatrous behavior in fandom (e.g., social media addiction, interand intra-group conflict, cyber-violence, and forced purchases) can induce a variety of negative emotions and behavior in fans, causing damage to fans' study, work, and interpersonal relationships, and even triggering dangerous behavior such as self-harm or suicide attempts (Liu et al, 2022). Second, it was found that celebrity worship occurs more often in younger individuals (adolescents or young adults; Maltby et al, 2005;Zsila et al, 2019).…”
Section: Introductionmentioning
confidence: 99%