Gambling by Proxy: Loot Box Live Streams and the Digital Gambling Ecosystem

This study examines how loot box opening live streams on YouTube create conditions for gambling-like participation within the broader digital gambling ecosystem. Loot boxes have drawn regulatory scrutiny for their structural and psychological resemblance to traditional gambling, yet loot box streams have largely remained outside platform-level content surveillance. The research addresses this gap by focusing on the interactive affordances of live streaming, which go beyond passive consumption of gamblified media to enable active viewer involvement.

The analysis is a qualitative content analysis of twenty YouTube live streams, eleven featuring Counter-Strike 2 case openings and nine featuring Pokémon Trading Card Game Pocket pack openings, produced by three streamers selected for their differing styles and popularity. The CS2 streams averaged six to ten hours and combined gameplay with loot box openings, while the Pokémon streams were primarily pack openings averaging one to two hours. Data included the streamer's webcam feed, verbal and non-verbal cues, on-screen overlays and alerts, and the chat log, with on-screen Twitch chat excluded.

Findings show that streamers actively invited viewers to participate and framed themselves as opening loot boxes on the viewers' behalf, while using tiered recognition systems and direct solicitation to encourage financial contributions. Viewers expressed investment through ritualistic behaviours such as manifesting favourable outcomes and claiming credit for them, as well as through financial gifts. Most notably, viewers constructed wager-like transactions in the chat, offering contributions contingent on specific outcomes, which indicates that gambling logic can be reproduced by the community itself, independent of the streamer or platform.

The authors conclude that the gambling-adjacent character of loot box streams arises less from the content itself than from a socially constructed environment shaped by streaming techniques, monetisation strategies, and viewer engagement, enabled by live interactivity. Streamers channelled giveaway rewards back into loot box spending, positioning gambling activities as an extension of the loot box experience. The authors argue for regulation that addresses ecosystem-level dynamics rather than isolated content, and recommend future work combining behavioural data with viewer interviews and cross-platform comparisons.