Scholars such as Sun (2021) and Lee & Chen (2022) argue that livestreaming reconfigures the performer‑audience relationship from a one‑directional broadcast to a co‑creative ritual. The immediacy of chat interaction, real‑time gifting, and algorithmic promotion engender a “gift economy” that both monetises and democratizes content creation.
The monetisation mechanisms—virtual gifts, brand partnerships, and affiliate links—are examined by Burgess & Green (2021) and Zhao (2024). Platform governance, especially content moderation and algorithmic visibility, shapes what becomes “viral” and influences creators’ strategic self‑presentation.
Appendix A – Interview Guide (for Elvara Caliva)
Appendix B – Coding Scheme (Thematic Analysis)
Appendix C – Sample Analytics Dashboard (YouTube Studio)
*Prepared for submission to the Journal of Digital Culture & Entertainment, 2026 Elvara Caliva Tobrut Dulu Live Bugil Tonton Full Deh
Elvara Caliva is a digital content creator and social media influencer known for her presence across platforms like Instagram, TikTok, and Facebook. Her "lifestyle and entertainment" content primarily focuses on visual aesthetics, personal branding, and exclusive fan engagement. Content Style and Niche
Visual Influencer: Her content is heavily driven by photography and short-form videos (Reels and TikToks) that highlight her personal style and daily life.
Engagement Strategies: Like many modern influencers, she utilizes "exclusive content" models, often directing her audience from public platforms to private or subscription-based tiers for more personal interactions. Scholars such as Sun (2021) and Lee &
Digital Branding: She maintains multiple profiles, such as yourcaliva_ on Instagram, to segment her content and manage a large following that frequently engages with her "live" updates and video reels. Online Presence
Instagram: Her main hub for high-quality lifestyle photography and collaborations with other creators.
Facebook & TikTok: These platforms are used for broader reach, featuring video clips and viral challenges that align with current entertainment trends. *Prepared for submission to the Journal of Digital
Live Interaction: The phrase "Live Tonton Full" typically refers to her real-time broadcasts where she interacts directly with fans, answering questions and sharing behind-the-scenes moments.
Note on Search Terms: The term "Tobrut" is often used in Indonesian internet slang to describe specific physical attributes; in this context, it is frequently used as a keyword by audiences looking for her viral or lifestyle-centric video content. Reel by Elvara caliva (@yourcaliva_) · May 13, 2025
In the context of this trend, "Tobrut Dulu" has become a catchphrase signaling a bold, upfront, and slightly rebellious approach to life. Think of it as: “Let’s go all out first” or “Let’s get chaotic (in a fun way) before we settle down.”
It represents a lifestyle choice—prioritizing spontaneity, enjoyment, and raw entertainment over perfection. For fans, saying "Tobrut Dulu" is an invitation to let loose and enjoy the moment without overthinking.