| Theme | Key Findings | Gaps | |-------|--------------|------| | | Adaptive streaming (Cox 2019); distributed moderation pipelines (Lee & Patel 2020) | Limited focus on sub‑second video limits | | Short‑form video ecosystems | Attention economics (Kumar 2022); algorithmic amplification (Zhang 2023) | No studies on adult‑specific short‑form services | | Monetisation & creator economies | Revenue sharing, tip‑jar models (Gomez 2021) | Comparative data for adult vs. mainstream creators | | Regulation & age‑verification | GDPR, DSA compliance (European Commission 2023); self‑regulation frameworks (NIST 2022) | Effectiveness of age‑gates for micro‑content | | User experience & sexual well‑being | Porn‑induced mood changes (Peter & Kline 2021); consent‑centric design (Miller 2024) | Impact of clip length on consumption patterns |
(All references are illustrative; replace with real sources for publication.) xhamster.44