# The marginal majority effect: When social influence produces lock-in

**Authors:** Alexandros Gelastopoulos, Pantelis P. Analytis, Gaël Le Mens, Arnout van de Rijt

PMC · DOI: 10.1126/sciadv.adr4237 · Science Advances · 2026-02-18

## TL;DR

People often choose popular options over better ones when influenced by others, leading to a phenomenon called the marginal majority effect.

## Contribution

The paper introduces the 'marginal majority effect' as a new behavioral phenomenon that explains social lock-in.

## Key findings

- The marginal majority effect causes a sudden increase in popularity when an option surpasses a competitor.
- Lock-in occurs when the effect outweighs the quality of the options.
- This effect reconciles conflicting evidence on social influence and lock-in.

## Abstract

People are influenced by the choices of others, a phenomenon observed across contexts in the social and behavioral sciences. Social influence can lock in an initial popularity advantage of an option over a higher quality alternative. Yet, several experiments designed to enable social influence have found that social systems self-correct rather than lock in. Here, we identify a behavioral phenomenon that makes inferior lock-in possible, which we call the “marginal majority effect”: a discontinuous increase in the choice probability of an option as its popularity exceeds that of a competing option. We demonstrate the existence of a marginal majority effect in several recent experiments and show that lock-in always occurs when the effect is large enough to offset the quality effect on choice but rarely otherwise. Our results reconcile conflicting past empirical evidence and connect a behavioral phenomenon to the possibility of social lock-in.

Popularity trumps quality when people are influenced by popularity ranks rather than counts.

## Full-text entities

- **Chemicals:** FV2021 (-)
- **Species:** Homo sapiens (human, species) [taxon 9606]
- **Cell lines:** MDRT2019 — Homo sapiens (Human), Transformed cell line (CVCL_K781)

## Full text

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## Figures

9 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12915603/full.md

## References

98 references — full list in the complete paper: https://tomesphere.com/paper/PMC12915603/full.md

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Source: https://tomesphere.com/paper/PMC12915603