Based on the research ofLi, Lim, Liu and Li, "Immersion in Online Interaction Rituals: The Paradoxical Role of Time-Synchronized Comments on Video Platforms," MIS Quarterly, 2026
Li, Lim, Liu, and Li study time-synchronized comments, or TSCs, the overlaid text that scrolls across a video in sync with the exact timestamp a viewer typed it, so a joke lands for everyone at the same frame. Platforms promote the feature because it is supposed to make solitary viewing feel social. The researchers, drawing on interaction ritual theory, split the overlay into two separate levers that most product teams treat as one: comment density (how many comments appear) and word density (how long each comment is). Using panel data from a leading TSC-enabled platform and a psychophysiological experiment that tracked viewers' real-time attention, emotion, and behavior, they found the two levers have opposite effects. Higher comment density strengthens the feeling of a shared assembly, holds mutual attention, and builds emotional entrainment, and engagement rises. Higher word density breaks mutual focus and entrainment apart, and engagement falls. The mechanism connecting both is the same: emotional entrainment, the sense of feeling the room feel something together.
The platform that invented the ritual nobody has fully explained
The format did not start as a growth hack. Japan's Niconico introduced scrolling, timestamp-synced viewer comments in 2006, and the borrowed term for it, danmaku, comes from the Japanese word for the dense bullet patterns in shoot-'em-up arcade games, a "bullet curtain." Niconico's version let comments stack beyond strict real time, so a joke posted months apart from two different viewings could appear to land in the same instant. The effect, as later researchers would describe it, is a kind of synthetic co-presence: strangers who watched a video at different times end up occupying the same perceived moment.
The format crossed into China around 2008 to 2009, when the ACG community sites AcFun and Bilibili adopted it, and from there it spread to other major Chinese streaming services. By the time Sixth Tone covered the trend, Bilibili alone counted roughly 50 million subscribers, and a Peking University researcher quoted in that reporting put the appeal in a single sentence: socializing is the most important function of danmu. The same reporting also named the obvious cost up front, the comments can become so dense that they make the underlying video "almost impossible" to see. That tension, enrichment versus distraction, sat unresolved in casual observation for over a decade before this MIS Quarterly paper went looking for the structural variable actually driving it.
Why the obvious fix, "fewer comments", is the wrong fix
The intuitive response to a cluttered overlay is to thin it out: cap the number of comments on screen, slow the scroll, raise the transparency. Bilibili and its rivals built exactly these controls into their players, letting viewers toggle filters for comment speed, density, and content. The 2026 field and lab evidence complicates that intuition rather than confirming it. Comment density was the variable that helped engagement, not hurt it. Earlier human-computer-interaction research anticipated part of this: a widely cited 2019 study in ACM Transactions on Social Computing described danmaku as "a new paradigm of social interaction" built on precisely this kind of layered, crowd-like presence, treating the volume of comments as a feature rather than a bug. The MIS Quarterly paper gives that intuition a causal mechanism and a boundary: density helps because it manufactures the feeling of assembly, many people, visibly, right now, and that feeling, once triggered, becomes shared emotion rather than noise.
Word density is the variable that actually hurts. A screen filled with many short comments reads as a crowd cheering in unison. A screen filled with fewer but longer, denser comments reads as individual messages competing for a reader's limited attention, and that competition is what pulls mutual focus apart and starves the emotional entrainment that density was building. The paper also finds this effect is not uniform: it interacts with how emotionally polarized the comments are and with the genre of the video itself, so a single platform-wide threshold will not fit every category of content equally well.
The overlay was never too crowded. It was too wordy, and those are not the same complaint.
The fix that is already hiding inside the feature
The researchers test a reduced visual overlay design specifically aimed at the word-density problem, built to mitigate its negative pull on engagement without suppressing comment volume. That framing matters for anyone running a comment system: the lever worth pulling is the visual and textual footprint of each individual comment, not the total number of comments competing for screen space. YouTube took a structurally different path when it rolled out chat replay for live streams in 2018, moving the synchronized comment stream beside the video rather than on top of it, which sidesteps the word-density distraction entirely but also forfeits much of the overlap-driven "assembly" feeling that makes a true overlay format distinctive. Neither extreme, an unmanaged overlay or no overlay at all, is what the data recommends. The data recommends keeping the crowd dense while keeping its speech short.
The rule for anyone running a synchronized comment feed
The instinct to treat an overlay's total comment count as the dial to turn is backwards, and this paper is the first to show why with both field data and real-time physiological measurement. Comment density is not the liability; it is the asset that builds the shared-assembly feeling interaction ritual theory predicts. Word density is the liability, because it is the thing that actually breaks mutual focus and the emotional entrainment that density was building in the first place. A platform that throttles comment volume to "clean up" its overlay is cutting the lever that helps it and leaving the one that hurts it untouched. A platform that instead manages the length and visual weight of individual comments, while letting the crowd stay loud, is pulling the lever the evidence actually supports, with the caveat that the right setting still depends on how emotionally charged the comments are and what kind of video they are riding on top of.
Before you "fix" a noisy comment overlay, ask whether you are counting the crowd or counting its words. The paper's answer is that only one of those numbers is working against you.
Sources
- Li, Y., Lim, K. H., Liu, F., & Li, Y., "Immersion in Online Interaction Rituals: The Paradoxical Role of Time-Synchronized Comments on Video Platforms," MIS Quarterly, 2026 doi.org
- "Danmaku subtitling," Wikipedia en.wikipedia.org
- Xueqing Li, "China's Video Streaming Sites Embrace 'Bullet Screens'," Sixth Tone sixthtone.com
- "Updates to YouTube Live streaming," YouTube Official Blog youtube.googleblog.com
- Qunfang Wu, Yisi Sang, and Yun Huang, "Danmaku: A New Paradigm of Social Interaction via Online Videos," ACM Transactions on Social Computing doi.org
- "Average number of monthly active users of Bilibili Inc.," Statista statista.com