"Can't believe I'm crying over an anime girl": Public Parasocial Grieving and Coping Towards VTuber Graduation and Termination

Research Background and Issues

• What problems or challenges did the authors identify?
  The authors found that although Virtual YouTubers (VTubers) have rapidly gained popularity in recent years, research on the dynamics of parasocial relationships (PSR) between audiences and VTubers is still in its early stages. In particular, the parasocial grief behaviors of audiences when VTubers retire have not been adequately explored.

• Why is this issue important?
  VTuber retirement is a particularly unique case because the operator behind the VTuber (nakanohito) typically does not pass away upon retirement and may even "reincarnate" as another VTuber. In-depth research into this phenomenon can help us understand how online grief, identity co-construction, and relationships with virtual content creators influence audience emotions and behaviors.

• Research Motivation and Related Work
  The authors pointed out that existing research on grief and PSR has typically focused on television characters, celebrity deaths, or traditional media figures, with a lack of in-depth studies on VTuber retirement. Moreover, previous studies often rely on short-term data (e.g., spanning days or weeks), with few long-term observations. This study aims to fill this research gap while expanding the discussion of retired VTubers within English-speaking communities.

Solutions

• What methods or solutions did the authors propose?
  The authors proposed a classification system for types of VTuber retirements and employed a mixed-methods approach to analyze 13,655 posts and comments from Reddit over a nearly three-year period. The study included qualitative coding and statistical analysis to identify audience emotional responses, coping mechanisms, and broader community behaviors.

• What are the innovative aspects of this solution?

  1. Proposed a classification system for VTuber retirement types, including "announced graduation," "termination," "death of the operator," "inactivity," and "unannounced retirement."
  2. Conducted long-term data analysis (nearly three years), which captures long-term emotional changes and social dynamics compared to traditional methods.
  3. Combined qualitative and quantitative methods to deeply explore audience emotional responses and coping strategies.

• What are the implementation steps and key techniques used?

  1. Data Collection: Identified posts and comments discussing retired VTubers using keyword searches across multiple Reddit subreddits (e.g., r/Hololive, r/VirtualYoutubers).
  2. Qualitative Analysis: Applied an established coding framework and inductive coding to analyze variables related to emotional expressions and coping mechanisms.
  3. Quantitative Analysis: Built binary regression models to capture trends in emotional changes over time and analyzed differences in emotions triggered by graduations versus terminations.

Research Findings

• What specific findings were achieved?

  1. Emotional Changes:
     • Over time, negative emotions (e.g., sadness, shock, confusion, worry, disappointment) gradually diminished, while loyalty and regret showed an opposite trend.
     • Affection increased in the short term but exhibited a declining trend over the long term.
  2. Coping Mechanisms:
     • Participants coped with grief by contributing creative works, reminiscing, and idealizing the memory of retired VTubers. Other coping strategies included purchasing memorabilia, refusing to leave related online spaces, seeking alternative VTubers, and engaging in collaborative creations.
  3. Grief Policing:
     • Shared norms emerged within communities, highlighting the role of subcommunities. For instance, r/Hololive implemented temporary lockdown measures during graduation and termination events.
  4. Contextual Factors:
     • Personal experiences (e.g., prior exposure to VTuber retirements) and the depth of audience support for specific VTubers did not significantly influence audience reactions.
     • The "reincarnation" behavior of VTubers attracted attention, but the differences between reincarnated content and the previous identity significantly impacted audience perceptions.

• What advantages does this solution have compared to existing ones?

  1. Provides a long-term perspective, addressing the limitations of short-term studies.
  2. Includes English-speaking audiences, supplementing prior research that focused more on Chinese-speaking audiences.
  3. Explores unique behavioral patterns and social dynamics in parasocial grief.

• What were the experimental or evaluation results?
  This study found:

  • Graduation events (e.g., Kiryu Coco) elicited fewer negative emotions compared to termination events (e.g., Uruha Rushia). Most audiences felt more sadness and shock over the sudden nature of the latter.
  • The authors confirmed that the handling of termination events profoundly affects community emotions. For example, Rushia's inability to host a farewell stream and the deletion of her content led to prolonged negative emotional reactions.

• Limitations and Future Directions

  1. Limitations:
     • Data analysis was limited to Reddit and did not include other platforms such as YouTube and Discord.
     • Focused on reactions from English-speaking audiences, without covering the broader global impact of VTubers.
  2. Future Directions:
     • Investigate VTuber events involving unannounced retirements or inactivity.
     • Explore parasocial grief triggered by independent VTubers (non-corporate-affiliated VTubers).
     • Compare audience behaviors across different platforms and communities, as well as examine how VTuber character design influences audience interactions and emotional changes.

The above summary highlights the paper's significant contributions to understanding audience emotional responses and social dynamics in the context of VTuber retirements, while offering specific recommendations and insights for managing online grief and community design.